AMIA 2020 Annual Symposium Posters

Poster Session I: 5:30 p.m. - 7: 30 p.m. ET

Integration, Harmonization, and Visualization of Cancer Research Data: Pragmatic Ontology-driven Approach
R. Belenkaya, A. Watson, P. Razavi, J. Drago, MSK; L. Betzendahl, D. Benevento, HealthDataViz; M. Patel, J. Park, J. Philip, MSK

Veterans Health Administration (VHA) and National Cancer Institute (NCI) Interagency Preliminary Computable Phenotypes for the VA-NCI Interagency Clinical Trial Optimizer for Recruitment and Enrollment (VICTOR-E)
T. Feldman, N. Fillmore, U.S. Department of Veterans Affairs, Harvard Medical School; S. Chon, S. Assefnia, D. Loose, National Cancer Institute; G. Sarosy, National Cancer Institute; J. La, D. Cheng, F. Meng, D. Valley, R. Hall, P. Corcoran, R. Zwolinski, D. Elbers, M. Brophy, N. Do, U.S. Department of Veterans Affairs

A Corpus Analysis of Social Isolation from Clinical Notes of Patients with Cancer
J. Guo, C. Radloff, K. Sward, S. Beck, University of Utah; W. Chapman, University of Melbourne; G. Donaldson, University of Utah; L. Frey, Medical University of South Carolina

Beyond Paper: A Systematic Review of Health Information Technology to Support Cancer Survivorship Care Planning
S. Mikles, A. Griffin, University of North Carolina Chapel Hill; A. Chung, University of North Carolina Chapel Hill

Measuring Effectiveness of Bulk Orders & Messages in a Population Health Program
J. Ruff, P. Greco, D. Kaelber, Case Western Reserve University, MetroHealth Medical Center

Application of Image-translation for Improving the Performance of a Deep Learning Model in External Validation in the Field of Digital Pathology
S. Shin, S. You, H. Jeon, Ajou University School of Medicine; J. Jung, University of Ulsan College of Medicine, Asan Medical Center; R. Park, Ajou University School of Medicine; J. Roh, Ajou University Hospital

Diagnosing Chemotherapy-related Cognitive Impairment Using Digital Phenotyping
M. Waly, T. Helsten, N. Vuong, A. Gooding, W. Frederick, University of California San Diego; A. Leow, University of Illinois at Chicago; J. Koola, University of California San Diego

Association of Histological Type of Lung Cancer with Smoking and Biomarkers in China: A Multi-center Study
Z. Yang, C. Liu, Digital China Health Technologies Co.; Q. Guo, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College; M. Gong, Digital China Health Technologies Co.; Z. Hui, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College
 

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Educating and Assessing Dialysis Patients’ Disutility for Transplantation with an HCV-Viremic Kidney
A. Adejare, M. Eckman, University of Cincinnati

Saving Time for Patient Care by Optimizing Physicians’ Notes Templates
R. Alissa, K. Webb, University of Florida College of Medicine

Prevalence of Potential Multi-drug Interactions in Ambulatory Patients
T. Anand, B. Wallace, H. Chase, Columbia University

The Role of the Electronic Medical Record in Diagnostic Error and Delay: A Qualitative Study of Acute Care Clinician Insights
A. Barwise, A. Leppin, Y. Dong, O. Gajic, B. Pickering, A. Kumbamu, Mayo Clinic

Utilizing Similarity Measure to Cross-map the International and British Medication Codes
J. Butler, M. Zand, University of Rochester

Development of National Nursing Informatics Competencies for the Veterans Health Administration
R. Campbell, Veterans Health Administration

Implementing Advanced Imaging Decision Support: Lessons Learned
P. Caraballo, J. Collins, S. Schultz, K. Aakre, J. Sutton, P. Johnsen, M. Parkulo, K. Krecke, Mayo Clinic

Assessment of Clinical Decision Support (CDS) formats for Supporting Nurses’ Palliative Care Planning Decisions
H. Cho, University of Florida; K. Dunn Lopez, University of Iowa; Y. Yao, R. Bjarnadottir, J. Bian, D. Wilkie, G. Keenan, University of Florida

Variations in the Contribution of Nursing Data to Predicting the Inpatient Fall Risk
I. Cho, Inha University; P. Dykes, Harvard Medical School

Enhancing Patient’s Experience and Workflow Efficiency of Blood Taking in Specialist Out-patient Clinic (SOPC): The Blood Taking Scheduling System for SOPC
C. Chung, I. Cheung, L. Chan, V. Fung, V. Hung, O. Leung, D. Lam, Hospital Authority of Hong Kong

Pain Assessment in Veterans Health Administration Chiropractic Clinic Documentation
B. Coleman, S. Fodeh, R. Wang, A. Lisi, A. Heapy, C. Brandt, VA Connecticut Healthcare System, Yale University

Clinical Informatics Subspecialists: Trends in the Characteristics of a Unique and Growing Physician Workforce
S. Desai, Brigham and Women's Hospital, Tufts University School of Medicine; V. Nambudiri, Brigham and Women's Hospital

Understanding eConsult Triage Behavior with Natural Language Processing
X. Ding, Boston Children's Hospital, Harvard School of Public Health; M. Barnett, Harvard School of Public Health, Brigham and Women's Hospital; A. Mehrotra, Harvard Medical School; T. Miller, Boston Children's Hospital, Harvard Medical School

Adaptive Recruitment: Incorporating Patient Reported Outcomes for Clinical Trial Recruitment
D. Foer, Brigham and Women's Hospital, Harvard Medical School; S. Plombon, Brigham and Women's Hospital; S. Lipsitz, D. Bates, A. Dalal, Brigham and Women's Hospital, Harvard Medical School; R. Rudin, Brigham and Women's Hospital, RAND Corporation

Utilizing Timestamps of Longitudinal Data from Electronic Health Record to Predict Clinical Deterioration Events.
L. Fu, C. Knaplund, K. Cato, Columbia University; D. Albers, University of Colorado, Columbia University; S. Collins Rossetti, Columbia University

A Review of Telehealth for Identification and Treatment of Rare Diseases
S. Haque, RTI

Treatment Decision-making: Tailoring Pharmacogenomic Recommendations to the Patient Context
B. Heale, T. Haberle, C. Fillmore, K. Fisher, P. Ranade Kharkar, Intermountain Healthcare

Improving Social Determinants of Health Screening Implementation Through Collaboration: Leveraging a Clinical-academic Partnership
B. Lott, University of Michigan School of Information, University of Michigan School of Public Health; J. Pater, S. Wagner, T. Toscos, Parkview Research Institute; T. Veinot, University of Michigan School of Information

Investigating Parental Utilization of Confidential Adolescent Patient Portals using NLP
W. Ip, K. Morse, Stanford University; J. Xie, Stanford University, Stanford Children's Health; A. Powell, Stanford Children's Health; N. Pageler, Stanford Children's Health, Stanford University

Impact of Comprehensive, Language-concordant Discharge Instructions on Rates of Patient Questions about Discharge Medications or Instructions
E. Khoong, University of California San Francisco, UCSF Center for Vulnerable Populations; S. Shah, M. Mourad, R. Khanna, University of California San Francisco

The Personalization of Evidence: Using Intelligent Datasets to Inform the Process
T. Koonce, D. Giuse, M. Blasingame, J. Su, A. Williams, P. Biggerstaff, T. Osterman, N. Giuse, Vanderbilt University Medical Center

Estimating the Prevalence of Autoimmune Diseases
J. Landman, R. Foraker, Washington University School of Medicine in St. Louis

Mapping Dental Diagnostic Concepts to SNOMED CT: A Pilot Study
Y. Liu, S. Edakalavan, R. Boyce, University of Pittsburgh

A Novel Corpus with Detailed Annotations of Social Determinants of Health
K. Lybarger, E. Chang, K. Kerker, J. Shen, E. Qiao, University of Washington; O. Uzuner, George Mason University; M. Ostendorf, M. Yetisgen, University of Washington

Provider Perspectives on the Clinical Utility of Using a Risk Prediction Tool for Postpartum Depression
A. Myers, F. Ahsan, R. Joly, A. Hermann, Y. Zhang, M. Laskoff, J. Pathak, M. Reading Turchioe, Weill Cornell Medical College

Applying Phenotypes to Operationalize High-yield Clinical Features Derived from a Heuristic Artificial Intelligence Model for a Rare Disease in the EHR
K. Nolen, M. Bruno, Pfizer, Inc; J. Mitchell, T. Kannampallil, Washington University School of Medicine; C. Reed, M. Ateya, Pfizer, Inc.; S. Lassa-Claxton, M. Holtman, Washington University School of Medicine; A. Huda, Pfizer, Inc.

Normalized EHR-use Metrics Across a Large Healthcare System: Feasibility and Preliminary Results
S. Ong, Yale School of Medicine; V. Socrates, Yale Center for Medical Informatics; B. Nath, Yale School of Medicine; C. Sinsky, American Medical Association; E. Melnick, Yale School of Medicine

Usability Testing of Seegnal Drug-related Problems Alerting System
A. Rui, P. Garabedian, L. Volk, D. Seger, Partners HealthCare; S. Shah, Brigham and Women's Hospital; D. Bates, Brigham and Women's Hospital, Harvard Medical School, Harvard Chan School of Public Health

When Rules Translate into Tools: An Activity Theory Perspective on Some Unintended Consequences of Health Information Technology
A. Shachak, University Health Network, University of Toronto; F. Buchanan, University of Toronto

Machine Learning to Identify Peripherally Inserted Central Catheter (PICC) Tip Position from Radiology Reports
M. Shah, University of Cincinnati, Cincinnati Children's Hospital Medical Center; D. Shu, University of Cincinnati; S. Prasath, Y. Ni, University of Cincinnati, Cincinnati Children's Hospital Medical Center; A. Schapiro, University of Cincinnati, University of Cincinnati College of Medicine; K. Dufendach, University of Cincinnati, Cincinnati Children's Hospital Medical Center

The Impact of Emotions and Values on Medication Errors: Analysis Using a Text Mining Approach
A. Shibuya, Toyama Prefectural University; J. Misawa, R. Ichikawa, Y. Maeda, Nihon University School of Medicine; I. Ikeda, Toyama Prefectural University; T. Hishiki, Toho University; Y. Kondo, Nihon University School of Medicine

Learning Hierarchical Transformer-based Representations of Clinical Notes
X. Su, Loyola University Chicago; T. Miller, Boston Children’s Hospital, Harvard Medical School; M. Afshar, D. Dligach, Loyola University Chicago

SWAT Team: Addressing EHR Burnout Through a Customized Education Lens
T. Tajirian, Centre for Addiction and Mental Health, University of Toronto; K. Almilaji, Centre for Addiction and Mental Health; L. Sequeira, G. Strudwick, Centre for Addiction and Mental Health, University of Toronto; D. Jankowicz, Centre for Addiction and Mental Health

The Relationship Between Task-technology Fit and Nurses’ Performance in the EHR
D. Tolentino, University of Michigan; K. Insel, S. Gephart, University of Arizona

Low Thiamine Warnings for Post-bariatric Surgery Patients
J. Tripp, M. Smith, Intermountain Healthcare; A. DeCleene, N. Williams, Cerner Corporation; D. Rodrigues, Intermountain Healthcare; R. Rasmussen, Utah Surgical Associates; T. Moores Todd, J. Hellewell, Intermountain Healthcare

Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health Records
L. Wang, R. Amariglio, L. Zhou, Brigham and Women's Hospital, Harvard Medical School

Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping
L. Carlson, J. St. Sauver, S. Fu, A. Tafti, J. Fan, M. Jeffery, R. McCoy, H. Liu, Y. Wang, Mayo Clinic

Furthering LOINC Interoperability through Mapping to Open Biomedical Ontologies
S. Weaver, U.S. Department of Veterans Affairs; D. Greenlee, P. Banning, 3M; S. Abhyankar, D. Baorto, Regenstrief Institute, Inc.

Determining the Prevalence of Providers’ Review of Past Patients in a Pediatric Hospital Using EHR Access Log Data
S. Yang, The Ohio State University, Nationwide Children's Hospital; R. Ganta, Nationwide Children's Hospital; J. Lee, The Ohio State University, Nationwide Children's Hospital; J. Hoffman, Nationwide Children's Hospital

Clinical Decision Support Systems Use for Pressure Sores Risk Assessment in Long-term Care Facilities in the United States
R. Yusuf, The University of Texas Health Science Center at Houston, School of Public Health; A. Aroh, University of Kentucky College of Public Health; Z. Yusuf, Baylor College of Medicine; A. Tajo, Letterkenny Institute of Technology; J. Adeshiyan, Indiana University-Purdue University Indianapolis

Standardizing Nursing Orders to Better Assess Acuity and Improve Nursing Workflow
S. Yusuf, M. Hambly, C. Staes, University of Utah

Elucidation of Risk Factors of Immune Checkpoint Inhibitor-induced Fatal Adverse Events by Using Large-scale Medical Information
Y. Zamami, Tokushima University Graduate School, Tokushima University Hospital; T. Niimura, Tokushima University Graduate School; Y. Izawa-Ishizawa, Tokushima University; M. Goda, K. Takechi, M. Chuma, Tokushima University Hospital; K. Fukushima, H. Fujino, Tokushima University Graduate School of Biomedical Sciences; Y. Horinouchi, Y. Ikeda, Institute of Biomedical Sciences, Tokushima University Graduate School; K. Ishizawa, Tokushima University Graduate School, Tokushima University Hospital
 

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Postoperative Mortality Prediction with and Without the Use of Intraoperative Features
M. Abdelhack, C. King, B. Fritz, S. Tripathi, Y. Chen, M. Avidan, Washington University in St. Louis

A Decade of Vaping: Identifying Shifts in Clinical Documentation and Terminology in the Department of Veterans Affairs (2010-2020)
P. Alba, O. Patterson, University of Utah, VA; M. Conway, University of Utah

Identifying Homelessness in Routine Clinical Data: An Ontological Approach
G. Arneson, New York University College of Nursing; S. Jones, New York University School of Medicine; H. Liyanage, S. de Lusignan, University of Oxford

Validating Natural Language Processing for Extracting Pain Symptoms from Electronic Health Records
J. Chen, University of Massachusetts Medical School; M. Gagnier, University of Massachusetts Memorial Health Care; D. Lessard, C. Kiefe, D. McManus, B. Wang, University of Massachusetts Medical School; T. Houston, Wake Forest University School of Medicine

Building a Data Analytics Education Platform for Healthcare
E. Cui, Z. Qi, J. Mostafa, University of North Carolina at Chapel Hill

Catching Hidden Acute Events in Structured Diabetes Diagnosis Descriptions
F. Diaz-Garelli, University of North Carolina at Charlotte; K. Lenoir, B. Wells, Wake Forest School of Medicine

Novel Integration of Clinical Research Data Collection with Intervention Softwares: Implementation in Two Community Resource Referral Trials
K. Doyle, K. Boyd, B. Furner, S. Choi, J. Acevado, S. Lindau, University of Chicago

Using Manual Labels to Enhance Natural Language Processing-based Topic Discovery and Classification of Patient Concerns
A. D'Souza, University of Calgary, Alberta Health Services; Z. Zhang, P. Fairie, University of Calgary; T. Walsh, Alberta Health Services; H. Quan, Q. Long, M. Santana, University of Calgary

Integrating Social Media Data with Electronic Health Records to Better Understand Opioid Use Disorder
S. Fodeh, H. Li, Yale University; K. Jarad, Worcester Polytechnic Institute; M. Zhang, S. Holt, Yale University

Influence of New to Practice Nurses EBP Beliefs and Implementation on Job Satisfaction, Group Cohesion, and Intent to Stay.
K. Gartrell, Towson University; J. Warren, Maryland Organization of Nurse Leaders; F. Liu, P. Fontelo, National Library of Medicine

Development and Training of an Artificial Intelligence (AI)-based Clinical Trial Matching Tool for Oncology
T. Haddad, K. Levantakos, Mayo Clinic; B. South, D. Weeraratne, IBM Watson Health; S. Weroha, A. Hendrickson, A. Mahipal, P. Singh, Mayo Clinic; M. Sands-Lincoln, N. Kutub, M. Rammage, E. Will, IBM Watson Health; J. Helgeson, Mayo Clinic; J. Snowdon, IBM Watson Health; G. Jackson, IBM Watson Health, Vanderbilt University Medical Center

Identifying Rare Disease Studies by Natural Language Processing
H. He, F. Shen, M. Lin, H. Liu, Mayo Clinic

A Meta-analysis of Medical Concept Normalization Using Hierarchical Ontological Relations and Semantic Types
P. Heider, Y. Kim, S. Meystre, Medical University of South Carolina, Clinacuity, Inc.

Acceptance of Clinical Quality Information Systems by Physical Therapy Managers: a Survey Analysis to Improve System Utilization
C. Hoekstra, N. Deickmann, J. Ash, N. Steckler, P. Gorman, Oregon Health & Science University

Identifying Sample Size Characteristics in Randomized Controlled Trial Publications
H. Kilicoglu, L. Hoang, S. Wadhwa, University of Illinois at Urbana-Champaign

Longitudinal Cohort Data Transformation Based on a Common Data Model and Metadata Standards: Examples from the Strong Heart Study
J. Kim, P. Paul, University of California San Diego; P. Kota, University of Oklahoma Health Sciences Center; Y. Park, Yonsei University College of Medicine; J. Stoner, W. Wang, Y. Zhang, E. Lee, University of Oklahoma Health Sciences Center; L. Ohno-Machado, University of California San Diego

An Analysis of Diabetes Mobile Apps Feedback Messages Focused on the Healthy Coping Principle
Q. Ye, S. Boren, U. Khan, E. Simoes, M. Kim, University of Missouri

Investigating Drivers for Mental Health Related Recidivist Visits via Association Rule Data Mining
P. Alafaireet, University of Missouri School of Medicine; H. Houghton, University of Missouri; M. Kim, University of Missouri School of Medicine

Improving De-identification of Clinical Text with Contextualized Embeddings
Y. Kim, S. Meystre, Medical University of South Carolina

Data Standards for Semantic Interoperability to Support Pediatric Rehabilitation Learning Health Systems
N. Koscielniak, University of Michigan; C. Tucker, Temple University

Data Quality Framework for Assessing Data from Electronic Health Record-enabled Registries
A. Lien, R. Jain, C. Margolis, S. Haaf, A. Koshta, S. Bagherpour, S. Kaja, D. Budd, A. LaPrise, K. Wood, T. Leng, M. Roe, C. Shadra, Verana Health

Derivation and Validation of a Triage Score for the Emergency Department in Singapore
F. Xie, B. Chakraborty, National University of Singapore; M. Ong, National University of Singapore, Singapore Health Services, Singapore General Hospital; A. Ho, L. Low, Singapore General Hospital; N. Liu, National University of Singapore, Singapore Health Services

Using E-triggers to Create a Surveillance System for Diagnostic Errors in Acute Care
M. Malik, N. Piniella, K. Carr, A. Garber, K. Schnock, D. Bates, J. Schnipper, A. Dalal, Brigham and Women's Hospital

Identifying Actionable Aspects of Frailty in the Text of Encounter Notes
J. Martin, A. Crane-Droesch, F. Lapite, J. Puhl, J. Silvestri, University of Pennsylvania; B. Kinosian, University of Pennsylvania, Corporal Michael J Crescenz VA Medical Center; B. Himes, R. Hubbard, V. Ahya, M. Sims, J. Diamond, J. Adler, E. Steele, E. Ott, L. Ungar, S. Halpern, G. Weissman, University of Pennsylvania

Deriving a De-identified Dataset from EPIC-derived Data for Use in Clinical Research: Pearls and Pitfalls in Database Creation and Analysis
R. Mohan, P. Ho, L. Dalton, F. Chan, H. Nguyen, Loma Linda University

Development & Validation of Radiology Common Data Model (R-CDM): a Standardization of Metadata in Medical Images
C. Park, Ajou University Hospital

The Development of Electronic Medication Management (eMM) “Sandbox” to Improve Digital Health Literacy of Healthcare Students
N. Petrina, S. Poon, R. Moles, C. Schneider, A. Frotjold, I. Haq, S. Hilmer, J. Penm, The University of Sydney

Sensitivity Analysis of Input Variables of Shock Detection Model
Y. Pinevich, Mayo Clinic; A. Amos-Binks, C. Burris, G. Rule, Applied Research Associates, Inc.; B. Pickering, Mayo Clinic; C. Nemeth, Applied Research Associates, Inc.; V. Herasevich, Mayo Clinic

Experiences and Challenges in Manual Annotation of Functioning Information in Medical Records
J. Camacho Maldonado, P. Ho, R. Jiménez Silva, A. Marr, J. Porcino, M. Sacco, A. Zirikly, L. Chan, E. Rasch, National Institutes of Health Clinical Center

Towards Measuring Real-world vs. Theoretical Impact: Implementing an Enhanced Method for Evaluating Health Information Exchange (HIE)
R. Rivera, H. Hosler, Indiana University, Regenstrief Institute, Inc.; S. Rahurkar, The Ohio State University Wexner Medical Center; R. Holden, J. Vest, Indiana University, Regenstrief Institute, Inc.; J. Jang, J. Schaffer, Indiana University; J. Adler-Milstein, University of California San Francisco; T. Schleyer, Regenstrief Institute, Inc., Indiana University

Cloud-native Language-based Analysis for Neurodegenerative Assessment
S. Saranathan, P. Madan, C. Agurto, E. Eyigoz, L. Mitchell, S. Mahatma, G. Cecchi, IBM

Decision Making of Clinicians from Multiple Disciplines for Engaging Patients’ Informal Caregivers to Help with Heart Failure Self-care
H. Vatani, University of Illinois Chicago

Advancing Modelling of Time-to-event Outcomes: Moving Beyond the Cox Model
B. Vekaria, G. Martin, T. House, University of Manchester

Rule-based Data Quality Assurance of Medication History Data
N. Williams, C. Mayer, V. Huser, National Library of Medicine

Towards a Food Allergy Data Commons
M. Wlodarski, S. Sehgal, R. Gupta, L. Bilaver, J. Starren, F. Wehbe, N. Soulakis, Northwestern Feinberg School of Medicine

Patient Characteristics Associated with ER Visits in a Direct Primary Care Practice
X. Zhang, G. Kim, Johns Hopkins University; S. Ballen, R-Health, Inc.; S. Bagchi, P. Hsueh, IBM T.J. Watson Research Center; M. Ball, Johns Hopkins University, IBM T.J. Watson Research Center

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Heuristic Evaluation of a Mobile Application for Caregivers About the Functional Stages of Dementia
A. Arcia, L. Britton, Columbia University

Are Online Health Information Seeking Behaviors Among US Military Veterans Impacted by Behavioral Health Conditions?
F. Bixler, B. Etingen, ENRM Veterans Hospital, Hines VA Hospital; B. Smith, ENRM Veterans Hospital, Hines VA Hospital, Northwestern University Feinberg School of Medicine; S. Shimada, ENRM Veterans Hospital, ENRM Veterans Hospital, Boston University School of Public Health; D. Amante, A. Patterson, ENRM Veterans Hospital, University of Massachusetts Medical School; D. Netherton, ENRM Veterans Hospital; K. Frisbee, ENRM Veterans Hospital, Veterans Health Administration; T. Hogan, ENRM Veterans Hospital, University of Texas Southwestern Medical Center

A Voice Agent for Heart Failure Management
J. Brown, Medstar Health Research Institute; N. Cobb, Medstar Health Research Institute, Georgetown University Medical Center; S. Mohammed, MedStar Washington Hospital Center; N. Shara, Medstar Health Research Institute, Georgetown University Medical Center, Georgetown-Howard Universities Center for Clinical and Translational Research

Review of Existing mHealth Apps for Self-management of Inflammatory Bowel Disease Using the Mobile Application Rating Scale
L. Chen, Memorial Sloan Kettering Cancer Center, A. Sultana, Y. Yen, M. Reading Turchioe, R. Masterson Creber, Weill Cornell Medicine

Engage Family Caregivers in Managing Patients’ Pain: A Web App Approach
N. Chi, L. Nakad, Y. Fu, I. Demir, S. Gilbertson-White, K. Herr, University of Iowa; G. Demiris, University of Pennsylvania; D. Parker Oliver, University of Missouri; Y. Hagiwara, University of Iowa

Social Virtual Reality (VR) Spaces for Interactive Use in Pediatric Hospital Patient Wards
J. Dunbar, C. Apodaca, K. Cross, J. Yip, University of Washington; A. Pollack, Seattle Children's Hospital; W. Pratt, University of Washington

Exploring the Role of Virtual Presence in Patient’s Engagement with mHealth
P. Durneva, C. LeRouge, Florida International University

Veteran Use of Monitoring Devices to Collect and Share Health Information
B. Etingen, eHealth Partnered Evaluation Initiative, Hines VA Hospital; B. Smith, eHealth Partnered Evaluation Initiative, Hines VA Hospital, Northwestern University Feinberg School of Medicine; N. McMahon, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital; R. Kartje, L. Clarke, D. Irvin, F. Bixler, G. Wilson, eHealth Partnered Evaluation Initiative, Hines VA Hospital; S. Shimada, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital, Boston University School of Public Health; K. Frisbee, eHealth Partnered Evaluation Initiative, Office of Connected Care; T. Hogan, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital, University of Texas Southwestern Medical Center

Usability Evaluation Via Content Analysis of First-time Patient Use of Top-rated Commercial Diabetes Apps in a Crossover Randomized Trial
H. Fu, D. Jin, T. Adam, University of Minnesota

Systematic Review of Consumer Health Informatics Efforts to Influence Childhood Vaccine Uptake
M. Gallimore, B. Reeder, University of Missouri

Inclusive and Insightful Data Visualization: Evaluating Menstrual Tracking Apps
M. Gomez, Fisk University, Vanderbilt University; L. Cortes, RePublic High School; A. Mover, Middle Tennessee State University; O. Sam-Ogaga, Martin Luther King High School; K. Unertl, Vanderbilt University

Information Needs and Perceptions Towards Using Chatbots for Hypertension Medication Self-management: A Qualitative Study
A. Griffin, Z. Xing, S. Mikles, University of North Carolina at Chapel Hill; S. Bailey, Northwestern University; S. Khairat, Y. Wang, J. Arguello, A. Chung, University of North Carolina at Chapel Hill

ACESO (After Cancer Education and Support Operations): A Pilot Study Evaluating the Feasibility of an Online Cancer Survivorship Care Plan
A. Kapoor, P. Nambisan, East Carolina University

How Do Veterans Access Their Online Patient Portal?
R. Kartje, B. Etingen, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital, Center of Innovation for Complex Chronic Healthcare, Hines VA Hospital; B. Smith, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital, Center of Innovation for Complex Chronic Healthcare, Hines VA Hospital, Center for Healthcare Studies, Institute of Public Health and Medicine, Northwestern University Feinberg School of Medicine; L. Clarke, D. Irwin, F. Bixler, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital, Center of Innovation for Complex Chronic Healthcare, Hines VA Hospital; S. Shimada, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital, Center for Healthcare Organization and Implementation Research, ENRM Veterans Hospital, Boston University School of Public Health; K. Frisbee, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital, Office of Connected Care, Veterans Health Administration; T. Hogan, eHealth Partnered Evaluation Initiative, ENRM Veterans Hospital, Center for Healthcare Organization and Implementation Research, ENRM Veterans Hospital, Department of Population and Data Sciences, University of Texas Southwestern Medical Center

Machine Learning Based Iterative Annotation System for Ovarian Cancer Articles
Z. Wang, P. Brusilovsky, H. Donovan, V. Hui, M. Klem, D. Przybylak, H. Reis, D. He, Y. Lee, University of Pittsburgh

Demystify Challenges in Adopting Healthcare Analytics Solutions
F. Lu, I. Buleje, P. Madan, S. Mahatma, IBM

A Structured Review of Commercially Available Cardiac Rehabilitation mHealth Applications Using the Mobile Application Rating Scale
J. Meddar, A. Ponnapalli, R. Azhar, M. Reading Turchioe, R. Masterson-Creber, Weill Cornell Medicine

UX of Cardiovascular Risk Education Tool for Electronic Patient Portal
L. Stein, L. Schubel, S. Owens, R. Romero Barrientos, K. Miller, MedStar Health

Which US Military Veterans Use Text Messaging to Receive Health-related Information?
J. Patrianakos, B. Etingen, ENRM Veterans Hospital, Hines VA Hospital; B. Smith, ENRM Veterans Hospital, Hines VA Hospital, Northwestern University Feinberg School of Medicine; S. Shimada, ENRM Veterans Hospital, ENRM Veterans Hospital, Boston University School of Public Health; R. Wacks, ENRM Veterans Hospital, ENRM Veterans Hospital; D. Amante, ENRM Veterans Hospital, University of Massachusetts Medical School; K. Frisbee, ENRM Veterans Hospital, Veterans Health Administration; T. Hogan, ENRM Veterans Hospital, ENRM Veterans Hospital, University of Texas Southwestern Medical Center

Supporting Self-management of Food and Related Expenses
A. Prasad, S. McRoy, University of Wisconsin-Milwaukee

A Bilingual Patient Portal: Who are the Spanish-speaking Portal Users?
C. Gao, J. Rodriguez, L. Samal, Brigham and Women's Hospital

Moving from Reactive to Proactive in an Accountable Care Organization: Leveraging Patient Reported Outcomes to Prevent Asthma Hospitalizations
J. Rodriguez, Brigham and Women's Hospital; R. Rudin, RAND Corporation; S. Perez, Brigham and Women's Hospital; J. Sousa, RAND Corporation; A. Dalal, Brigham and Women's Hospital

Older Adults Can Successfully Monitor Symptoms Using an Inclusively Designed Mobile Application
B. Taylor, New York City College of Technology; M. Reading Turchioe, Weill Cornell Medicine; L. Grossman Liu, Columbia University; R. Masterson Creber, Weill Cornell Medicine

Review of Existing Mobile Apps for the Support of Cystic Fibrosis Self-management Using the Mobile Application Rating Scale
S. Weiner, R. Magleby, M. Viswanath, M. Reading Turchioe, R. Masterson Creber, Weill Cornell Medicine

Healthcare Team Encouragement to Engage in Care Through Secure Messaging and Patterns of Secure Messaging Use in the Veteran Population
G. Wilson, B. Etingen, ENRM Veterans Hospital, Hines VA Hospital ; B. Smith, ENRM Veterans Hospital, Hines VA Hospital, Northwestern University Feinberg School of Medicine; L. Cao, ENRM Veterans Hospital, Hines VA Hospital; S. Shimada, ENRM Veterans Hospital, ENRM Veterans Hospital, Boston University School of Public Health; F. Bixler, D. Irvin, ENRM Veterans Hospital, Hines VA Hospital; A. Patterson, ENRM Veterans Hospital, University of Massachusetts Medical School; K. Frisbee, ENRM Veterans Hospital, Veterans Health Administration; T. Hogan, ENRM Veterans Hospital, ENRM Veterans Hospital, University of Texas Southwestern Medical Center

Personal Cognitive Health Library
L. Zhang, University of Massachusetts Boston; N. An, H. Ding, Hefei University of Technology; N. Xie, Brigham and Women's Hospital; C. Zhang, University of California Davis; G. Alterovitz, Brigham and Women's Hospital

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Insurance Status and Hospital Mortality: Reassessing the Insurance-mortality Relationship Using APACHE IV Severity Score
N. Baloch, E. Oliveira, AdventHealth

Monitoring a Viral Epidemic Through Informatics: The Race to Get Ahead with Terminologies
P. Banning, D. Greenlee, S. Sontum, P. Porter, A. Steffon, 3M Health Information Systems

Developing a Digital User-centered Community Resource Mapping Tool for Safety-net Patients in San Francisco
A. Cemballi, K. Nguyen, J. Miramontes, J. Fields, University of California San Francisco; A. Gopalan, Kaiser Permanente Northern California; T. Cruz, Streetwyze; A. Shah, A. Akom, Streetwyze; W. Brown, U. Sarkar, C. Lyles, University of California San Francisco

Enhanced Features in the SPECIALIST Lexicon - Antonyms
C. Lu, A. Payne, National Institutes of Health, National Library of Medicine, MSC; J. Mork, National Institutes of Health, National Library of Medicine

Revising Shareable CDS to Encourage Dissemination and Incorporate New Guideline Recommendations
J. Michel, The University of Pennsylvania, The Children's Hospital of Philadelphia, ECRI; P. Maleki, The Children's Hospital of Philadelphia; J. Young, University of Colorado School of Medicine, Denver Health Refugee Clinic; K. Yun, The University of Pennsylvania, The Children's Hospital of Philadelphia

Prospective Randomized Trial of Telemedicine-based Collaborative Care Using A Prefectural Medical Information Network System
M. Nakayama, R. Inoue, Tohoku University Hospital; H. Shimizu, Akita University

Identifying Health Disparities in Physical Therapy Services, Leveraging Health Informatics and Geographical Information System
S. Pak, V. Cheuy, University of California San Francisco

Improving HIV Patients’ Appointment Adherence Using a Predictive Model
C. Riggs, N. Baidwan, J. Wiliq, B. Ozaydin, University of Alabama at Birmingham

A Spatial Exploration Relating Healthcare Coverage and Medical Crowdfunding in the United States
S. Saleh, R. Medford, University of Texas Southwestern Medical Center

Hungry for Resolution: Investigating the Presence of Social Determinants of Health (SDoH) in Standard Terminologies
A. Steffon, P. Banning, P. Porter, 3M Health Information Systems

Patient and Provider Perspectives on Using Information Visualizations to Enhance HIV-related Communication During Clinic Visits
S. Stonbraker, Columbia University School of Nursing, Clínica de Familia La Romana; G. Flynn, Columbia University School of Nursing; M. Halpern, Clínica de Familia La Romana; M. George, Columbia University School of Nursing

Innovation in Informatics to Improve the Clinical Care and Drug Accessibility of Rare Diseases in China
S. Zhang, Peking Union Medical College Hospital; M. Gong, Chinese Academy of Medical Sciences; W. Zhu, P. Liu, J. Guo, H. Xu, J. Zhou, Peking Union Medical College Hospital

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Semi-automated Environmental Exposure Phenotyping: A Case for Smoking
M. Aguilar, The Pennsylvania State University, Pennsylvania State College of Medicine; J. McGuigan, M. Hall, The Pennsylvania State University

Proposing a Machine Learning Framework for Classification of Patient Cohorts Using Genomics Data
M. Ferrato, University of Delaware; E. Crowgey, Alfred I. duPont Nemours Hospital for Children; S. Chandrasekaran, University of Delaware

Search for Preventive Drugs for Doxorubicin-induced Cardiomyopathy Using Medical Big Data
Y. Nonin, Tokushima University Graduate School of Biomedical Sciences; Y. Zamami, Tokushima University Graduate School of Biomedical Sciences, Tokushima University Hospital; T. Niimura, Tokushima University Graduate School of Biomedical Sciences; M. Goda, M. Chuma, Tokushima University Hospital; Y. Izawa-Ishizawa, Tokushima University; K. Ishizawa, Tokushima University Graduate School of Biomedical Sciences, Tokushima University Hospital

Visualizing Cancer Status and Treatment Outcomes with PRISSMM
Z. Rachlin, Memorial Sloan Kettering Cancer Center; D. Schrag, E. Lepisto, Dana-Farber Cancer Institute; J. Philip, Memorial Sloan Kettering Cancer Center

Leveraging Single-cell Data through Graph-based Artificial Intelligence
Q. Song, U. Topaloglu, Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine; J. Su, Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Indiana University School of Medicine; W. Zhang, Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine


 

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Special Poster Collection: AMIA 2020 Informatics Summit

These presentations were originally accepted for our AMIA 2020 Informatics Summit however, due to the pandemic, we had to quickly shift our event to a small virtual event. We gave the accepted presentations the choice to be a part of the AMIA 2020 Annual Symposium.

Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support
G. Alon, E. Chen, Brown University; G. Savova, Harvard Medical School; C. Eickhoff, Brown University

FH Family Share— A Web-based Tool for Familial Hypercholesterolemia Cascade Testing and Knowledge Dissemination
H. Bangash, Mayo Clinic; A. Makkawy, Saharafox Creative Agency; J. Gundelach, I. Kullo, Mayo Clinic

Using Machine Learning to Predict the Influence of Physician Communication on Patient Experience
V. Bari, Northwell Health

MSK Perioperative Visualization Tools to Drive Operational Decision Making
S. Bethusamy, R. Belenkaya, S. Christopher, K. Zhou, Memorial Sloan Kettering Cancer Center; M. Kerpelev, S. Ahmed, Memorial Sloan Kettering Cancer Center; K. Rowell, Health Data Viz; D. Benevento, Health Data Viz; J. Cusimano, Health + Hospitals

Speeding IRB Reliance Using SMART IRB Collaboration Systems, Derived Metrics and Responsive Improvements
D. MacFadden, S. Biver-LeBlanc, P. Fricker, K. Sao, Harvard Medical School; N. Cobb, University of Wisconsin-Madison; B. Bierer, Harvard Medical School

Integration of Low-cost Pollution Sensor Data for Neighborhood-level Health Studies in Philadelphia
C. Christie, S. Xie, A. Diwadkar, R. Greenblatt, B. Himes, University of Pennsylvania Perelman School of Medicine

Mining Malpractice Claims to Identify Disparities between Younger and Older Adults
W. Cui, J. Finkelstein, Icahn School of Medicine at Mount Sinai

Validating Medication Triggers for Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis
J. Doole, J. Hartman, M. Palchuk, TrinetX

Application of a Biomedical Question-answering System to Support Reasoning on MCAT Questions
K. Fecho, C. Bizon, S. Cox, J. Balhoff, Y. Kebede, University of North Carolina at Chapel Hill; P. Wang, K. Morton, CoVar Applied Technologies; S. Ahalt, A. Tropsha, University of North Carolina at Chapel Hill


Association between System Usage Pattern and Impact of Web-based Telerehabilitation in Patients with Multiple Sclerosis
I. Jeong, J. Liu, J. Finkelstein, Icahn School of Medicine at Mount Sinai

Exploring the Lag in Migraine Diagnoses Using Unstructured Clinical Notes
S. Fodeh, Yale University, VA Connecticut Healthcare System; B. Fenton, VA Connecticut Healthcare System; H. Altalib, J. Sico, Yale University, VA Connecticut Healthcare System

One-year, Weekly Online Survey to Monitor Healthcare Visits and its Association With Walking-Speed in Older Adults
I. Fowe, OHSU-PSU School of Public Health

Distributed High Performance Computing for MIMIC-III: Lessons Learned Implementing MIMIC on SparkSQL
T. Goodwin, D. Demner-Fushman, National Library of Medicine

Predicting Cancer Rates Based on Radon and Smoking Levels Using Machine Learning
T. Gwyn, U. Topaloglu, Wake Forest University

Evaluation of a Study Cohort Query Formulation Tool: Criteria2Query
P. Heider, Medical University of South Carolina; C. Weng, Columbia University; S. Meystre, Medical University of South Carolina

Applying User-centered Design Methods with Usability Testing to the Iterative Improvement of Conversational, On-demand Mobile Clinical Decision Support System for Perioperative Management
J. Jang, University of Washington; S. Collins Rossetti, Columbia University Medical Center

Comprehensive Integration of Public Omics Data and Metadata Enable Target Discovery
S. Malhotra, S. Jatav, S. Pathak, A. Jha, Elucidata

Defining Albumin Usage and Variation Across an Integrated Health System
W. Jungbauer, University of Minnesota; G. Rajamani, Stanford University; E. Lindemann, University of Minnesota; L. Heinrich, B. Manhani, M Health Fairview; G. Melton, University of Minnesota, M Health Fairview

The Effect of Serious Game on Cognitive Improvement in Children with Developmental Disabilities: A Randomized Clinical Trial
H. Kim, J. An, Yonsei University; E. Ko, University of Ulsan College of Medicine; Y. Park, Yonsei University

Lessons Learned when Modeling Discharge Summaries Using Fast Healthcare Interoperability Resources
E. Kimura, Ehime University Hospital; M. Nakayama, Tohoku University Hospital

A Novel Use of Bar Code Medication Administration Data to Examine Inpatient Nursing Processes
M. Knox, Michael E. DeBakey VA Medical Center, Baylor College of Medicine; P. Mehta, University of Houston; L. Dorsey, Michael E. DeBakey VA Medical Center; C. Yang, M. Kuebeler, L. Petersen, Michael E. DeBakey VA Medical Center, Baylor College of Medicine

Patient-perceived Barriers and Facilitators of Using Remote Health Technology to Manage Diabetes and Cardiovascular Disease in Underserved Adult Populations: A Systematic Review
N. Wagle, J. Schueler, S. Engler, S. Fields, H. Kum, Texas A&M University

PRISSMM: Pragmatic Implementation of Phenomic Data Standards for Curating Outcomes of Cancer Treatment
E. Lepisto, K. Kehl, M. Hassett, D. Schrag, Dana-Farber Cancer Institute

Creation of a Pharmacogenomics(PGx) Patient Portal complementary to an existing institutional Clinical Decision Support(CDS)
E. Lipschultz, K. Danahey, T. Truong, E. Schierer, K. Yeo, X. van Wijk, S. Volchenboum, M. Ratain, P. O'Donnell, The University of Chicago

Evaluating Clinical Guidelines Using Regression Discontinuity Design
T. Liu, University of Pennsylvania; P. Lawlor, The Children's Hospital of Philadelphia; L. Ungar, K. Kording, University of Pennsylvania

An Algorithm for Frailty Assessment Using the Omaha System
S. Lu, M. Mathiason, K. Monsen, University of Minnesota

Exploratory Analysis of Clinical Handoff Conversations Using Natural Language Processing and Semantic Analysis
X. Ma, A. Gupta, J. Abraham, A. Michelson, P. Payne, A. Lai, Washington University in St Louis

Deep Immunohistochemistry: Quantitative Analyses of Glioma Immunohistochemistry Images for Protein Expression Measurement
V. Mathew, University of California, Los Angeles; K. Yu, Harvard Medical School

Reorganizing Emergency Department Information Systems to Reduce Physician Cognitive Load
J. McClay, UNMC; J. Nielson, Northeast Ohio Medical University; B. Slovis, Jefferson University

An Algorithm to Identify Residential Mobility from Electronic Health Record Data
J. Meeker, M. Boland, University of Pennsylvania

Capturing Medical Practice with Indication Embeddings
R. Melamed, University of Massachusetts, Lowell

Bayesian Modeling to Improve Mobile Device Interactions in Older Adults
A. Mehaboob, Sachem East High School

Characterizing Electrocardiograms of Severe Hypoglycemia Using K-Means based Clustering
S. Mistry, S. Abdelrahman, C. Reno, D. Groat, R. Gouripeddi, S. Fisher, J. Facelli, University of Utah

Development of an Implementation Planning Process for Patient-Reported Outcomes in a Clinical Setting
T. Nelson, Northwestern University; B. Anderson, University of Chicago; J. Bian, University of Florida; A. Boyd, S. Burton, University of Illinois at Chicago; K. Davis, Northwestern Medicine; Y. Guo, University of Florida; B. Harris, K. Kochendorfer, A. Valenta, University of Illinois at Chicago; K. Hynes, J. Moses, University of Chicago; D. Liebovitz, N. Soulakis, N. Rothrock, J. Starren, Northwestern University; K. Martin, F. Modave, D. Weinbrenner, S. White,  University of Florida


Retrieving Mobility Information in Social Security Administration Clinical Records: Evaluation of a Neural Relevance Tagger
D. Newman-Griffis, National Institutes of Health Clinical Center, The Ohio State University; J. Camacho Maldonado, P. Ho, National Institutes of Health Clinical Center; A. Lai, Washington University; E. Fosler-Lussier, The Ohio State University

Understanding Breast Implant Illness via Social Media Data Analysis
V. Dey, C. Lee, X. Ning, The Ohio State University

EHR Phenotyping for Determining Patient Follow-up on Genetic Variants
J. Pacheco, L. Rasmussen-Torvik, A. Gordon, T. Pottinger, M. Puckelwartz, C. Hoell, Northwestern University; B. Wilmot, M. Mooney, Oregon Health and Sciences University

PhenX Common Measures for Collaborative Research: New Development
H. Pan, J. Beverly, L. Cox, S. Edwards, L. Gridley, V. Hench, T. Hendershot, W. Huggins, S. Hwang, C. Ives, M. Krzyzanowski, M. Mandal, D. Maiese, M. Phillips, Y. Qin, A. Riley, J. Schoden, RTI International; N. Pino, E. Ramos, NHGRI; C. Hamilton, RTI International

Initial Patient Feedback on a Digitally Driven Radiology Navigation Project to Provide Pre-test Information
S. Patel, Rx.Health, Ichan School of Medicine at Mount Sinai; J. Sheehan, Yale New Haven Hospital; S. Garg, S. Kakkar, Rx.Health, Ichan School of Medicine at Mount Sinai; M. Pappas, G. Biasucci, Yale New Haven Hospital; A. Pfau, C. Jaffe, M. Burgo, N. Bishop, Rx.Health; M. Zawalich, D. Facchini, Yale New Haven Hospital; A. Atreja, Rx.Health, Ichan School of Medicine at Mount Sinai; J. Pahade, Yale School of Medicine, Yale New Haven Hospital

CTD: A Novel Method that "Connects The Dots" Within a Network by Identifying the Optimally Connected Subgraph Within a Larger Subgraph
V. Petrosyan, L. Thistlethwaite, S. Elsea, A. Milosavljevic, Baylor College of Medicine

Enhancing Electronic Health Records with Tumor Registry Data
E. Pfaff, A. Krishnamurthy, C. Baggett, T. Carey, University of North Carolina Chapel Hill

Pharmacological Information Needs Expressed Through a Natural Language Conversational Agent
A. Preininger, IBM Watson Health

A Benchmarking System to Evaluate the Effectiveness and Efficiency of Machine Learning Algorithms for Record Linkage
G. Ilangovan, M. Ramezani, H. Kum, Texas A&M University

Nurse Use of Vital Sign Flowsheet Comments: Shared or Individual Practice?
J. Schwartz, K. Cato, C. Knaplund, Columbia University; P. Dykes, Brigham and Women's Hospital; S. Collins Rossetti, Columbia University; M. Kang, Z. Korach, L. Zhou, K. Schnock, Brigham and Women's Hospital

Data Driven Approach to Improve Inpatient Diabetes Care
C. Tsai, V. Garcia, M. Saltz, V. Lingam, Stony Brook University; R. Rocconi, P. Murphy, D. Kelly, Stony Brook Medicine; J. Hajagos, J. Saltz, Stony Brook University; J. Miller, Stony Brook Medicine

Performance of an e-Trigger to Detect Missed Stroke Diagnosis in Patients with Headache or Dizziness Symptoms in Emergency Department
V. Vaghani, L. Wei, U. Mushtaq, A. Zimolzak, Baylor College of Medicine, Michael E. DeBakey Veterans Affairs Medical Center; D. Sittig, The University of Texas Health Science Center; H. Singh, Baylor College of Medicine, Michael E. DeBakey Veterans Affairs Medical Center

How Good is Artificial Intelligence at Automatically Answering Consumer Questions Related to Alzheimer’s Disease?
K. Soundararajan, Carnegie Mellon University; S. Fu, L. Carlson, R. Smith, D. Knopman, H. Liu, Y. Wang, Mayo Clinic

Risk of Falls and Non-vitamin K Antagonist Oral Anticoagulant (NOAC) Therapy in Elderly Patients with Atrial Fibrillation
W. Wei, A. Brown, Texas A&M University

Improving Species Recognition for Gene Normalization
C. Wei, Z. Lu, National Library of Medicine

Charting Cancer Pharmacological Dependency
J. Xing, K. Liu, R. Shankar, S. Paithankar, B. Chen, Michigan State University

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Poster Session II: 4:00 p.m. - 5:30 p.m. ET

Development and Retention of Big Data Scientists to Support Biomedical Research through BD-STEP
M. Berny-Lang, National Cancer Institute, National Institutes of Health; K. Gaynor, C. Shannon, VA Boston Healthcare System; F. Meng, VA Boston Healthcare System, Boston University School of Medicine

Machine Learning for the Discovery of Physician Reasoning in Text
D. Boyuk, M. Charles, J. Polifroni, K. Biskobing, Oncology Analytics

Automated Extraction of Prostate Cancer Pathological Stage Information from Clinical Notes
S. Bozkurt, S. David Hagege, C. Curtin, J. Brooks, T. Hernandez-Boussard, Stanford University

Handoff Workflows in Remote Management of Oncology Patients
A. Dhami, Y. Chiu, M. Rozenshteyn, M. Zablocki, A. Baldwin, R. Daly, A. Housen, K. Chow, D. Sadi, T. Lauria, M. Canavan, J. Holland, G. Jordan, E. Kim, K. Martin, D. Stein, G. Kuperman, Memorial Sloan Kettering Cancer Center

Prevalence and Survival of Lip, Oral Cavity and Pharyngeal Cancer
Y. Jampani, A. Mosa, University of Missouri

Differentiating Genetic Risk Factors Between Triple Negative and Luminal Breast Cancer Subtypes Using Long Contrast Patterns Mining
D. Liu, Z. Al-Taie, Y. Shen, C. Papageorgiou, C. Shyu, University of Missouri-Columbia

Supporting Patient-centered Care in Oncology: Mapping for a Data View of Preferences and Values
C. Michael, Memorial Sloan Kettering Cancer Center; A. Desai, Memorial Sloan Kettering Cancer Center, Weill Cornell Graduate School of Medical Sciences; G. Kuperman, Memorial Sloan Kettering Cancer Center

Defining a Cohort of Patients with Multifocal Breast Cancer in Medical Records
J. ORourke, J. Doole, C. Liu, M. Palchuk, TriNetX

Bots and Other Bad Actors: Fraudulent Responses Following Social Media Research Recruitment
R. Pozzar, M. Hammer, Dana-Farber Cancer Institute; M. Underhill-Blazey, Dana-Farber Cancer Institute, University of Rochester; A. Wright, J. Tulsky, F. Hong, Dana-Farber Cancer Institute; D. Berry, Dana-Farber Cancer Institute, University of Washington

Adaptive Flowchart Driven Smartphone Application for Predicting Patients at Risk of Chemotherapy Induced Nausea and Vomiting
M. Rana, A. Mosa, University of Missouri; A. Hossain, University of Missouri, BayCare Health System South Florida Baptist Hospital; I. Yoo, University of Missouri

Single Cell RNA Sequencing Reveals Pan-brain Metastasis Immune Landscape
J. Su, Wake Forest School of Medicine, Indiana University School of Medicine; Q. Song, S. O’Neill, J. Ruiz, M. Chan, Wake Forest School of Medicine; M. Soike, University of Alabama at Birmingham

Concordance with Oncology Clinical Decision Support and Clinical Outcomes in Breast and Colorectal Cancer Patients
S. Suwanvecho, H. Suwanrusme, T. Jirakulaporn, P. Lungchukiet, N. Taechakraichana, N. Thanakarn, W. Decha, W. Boonpakdee, P. Wongrattananon, Bumrungrad International Hospital; A. Preininger, S. Wang, M. Solomon, R. Hekmat, J. Esquivel, I. Dankwa-Mullan, V. Patel, E. Shortliffe, IBM; Y. Arriaga, IBM, University of Texas Southwestern Medical Center; G. Jackson, IBM, Vanderbilt University Medical Center; N. Kiatikajornthada, Bumrungrad International Hospital

How Diversity Impacts Design: Developing an Interactive Quality of Life Symptom Dashboard with Prostate Cancer Survivors from Underserved Communities
E. Wood, G. Mendoza, K. Williams, University of California Los Angeles; R. Casanova-Perez, University of Washington; S. Friedman, L. Kwan, S. Connor, S. Frencher, University of California Los Angeles; A. Hartzler, University of Washington; S. George, University of California Los Angeles, The Fielding School of Public Health, Charles R. Drew University of Medicine and Science; J. Gore, University of Washington; M. Litwin, University of California Los Angeles

Development of an Application for Antibiotics Utilization Analysis
C. Wu, The University of Texas MD Anderson Cancer Center

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Developing an Analytics Platform to Utilize Real Time Locating System for Clinical Workflow Analysis
R. Abbu, University of Cincinnati; K. Overmann, L. Barrick, Cincinnati Children's Hospital Medical Center; D. Wu, University of Cincinnati

Evaluating the Effects of Automation on Risk Identification and Nurses’ Decision Making
S. Akbar, D. Lyell, F. Magrabi, Australian Institute of Health Innovation, Macquarie University

The Impact of Order Set Implementation on Inappropriate Titer Ordering and Vaccinations
K. Azhar, W. Ching, A. Boyd, K. Kochendorfer, University of Illinois at Chicago

The Columbia HL7 FHIR Lab: An Approach to Advancing Competencies and Collaborations to Enhance Interoperability
V. Lorenzi, NewYork-Presbyterian Hospital, Columbia University; S. Bakken, Columbia University

Using Semantic Inferences to Augment Standard Data Definitions
K. Bavuso, M. Wong, E. Chan, Semedy, Inc.; S. Maviglia, R. Rocha, Semedy, Inc., Brigham and Women’s Hospital, Harvard Medical School

Using Milestones to Judge the Progress of Clinical Informatics Fellows Compared with their Personal Goals
D. Bell, University of California Los Angeles; K. Baldwin, E. Cheng, M. Pfeffer, University of California Los Angeles, UCLA Health

Extraction of Diagnosis Codes from Health Reports Using Available NLP Tools for a Performant Implementation in an Academic Medical Center
A. Bhandari, M. Horvath, G. Kucera, U. Topaloglu, Wake Forest University School of Medicine

Deep Survival Analysis: The Impact of Feature Missingness
S. Bhave, Columbia University; X. Han, R. Ranganath, New York University; A. Perotte, Columbia University

Phenotyping Algorithms for Identification of ASCVD Patients
N. Dewaswala, H. Bhopalwala, A. Chaudhry, R. Hankey, R. Kohli, B. Cameron, C. Scott, J. Shellum, R. Nishimura, R. Chaudhry, A. Arruda-Olson, Mayo Clinic

Systematic Literature Review on 42 Code of Federal Regulation Part 2
A. Bhowmik, G. Karway, J. Ivanova, A. Murcko, A. Grando, Arizona State University

Implementation of a Pharmacogenomic Interaction Knowledgebase for Clinical Use
E. Chan, K. Bavuso, M. Wong, Semedy, Inc.; S. Maviglia, R. Rocha, Semedy, Inc., Harvard Medical School

Pilot Results from the Ambulatory Flight Simulator Tool: Lessons Learned
Z. Co, Brigham and Women's Hospital; D. Classen, University of Utah; B. Abeling, Collaborative Healthcare Patient Safety Organization; K. Zimmer, Thomas Jefferson University, Jefferson School of Public Health; D. Seger, Partners Healthcare; J. Cole, University of Utah; D. Bates, Brigham and Women's Hospital, Partners Healthcare, Harvard Medical School

Implementing an IT-based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS Trial
C. Diamond, S. Atlas, T. Dang, Massachusetts General Hospital; J. Yang, L. Zhou, Brigham and Women's Hospital; S. Percac-Lima, A. Wint, K. Harris, Massachusetts General Hospital; E. Orav, Brigham and Women's Hospital; E. Breslau, National Cancer Institute; S. Hort, Geisel School of Medicine at Dartmouth; A. Tosteson, Dartmouth College; J. Haas, Massachusetts General Hospital; A. Wright, Vanderbilt University Medical Center

Informatics Patient Safety Boot Camp for Health Professional Career Development
A. Dietz, Veterans Health Administration; S. Kulju, Veterans Administration National Center for Patient Safety; S. Gonzalez, Veterans Health Administration; T. Bagian, Veterans Administration National Center for Patient Safety; J. Scott, Veterans Health Administration

Visual Analytics Dashboard Promises to Improve Hypertension Guideline Implementation
R. Fadel, J. Ross, T. Asmar, Z. Demertzis, K. Sridasyam, G. Ahluwalia, T. Roumayah, M. Scott, H. Ibrahim, R. Hammoudeh, N. Gandhi, A. Haftka-George, D. Heidemann, Henry Ford Hospital; S. Sims, Patient Insight; P. Levy, Wayne State University; J. Miller, Henry Ford Hospital, Wayne State University

A Perturbation Approach to Assessing BERT Robustness for Different Linguistic Aspects in Medical Question-answering
M. Elwazir, Suez Canal University; A. Wen, S. Moon, J. Fan, Mayo Clinic

Does APOE4 Effect Cognitive Ability of Individuals with Alzheimer’s Disease?
C. LoMonaco, M. Faysel, SUNY Downstate Health Sciences University

Disparities in Clinical Informatics Specialization Among Surgical Disciplines
J. Fisher, J. Austrian, J. Swartz, R. McGowan, New York University School of Medicine, NYU Langone Health

Evaluation of Medication Alert Desensitization During Residency Training at Two Different Integrated Healthcare Systems
K. Gadhiya, University of Pittsburgh Medical Center Pinnacle Health Center; D. Friedlander, The MetroHealth System, Case Western Reserve University; E. Zamora, K. Emmanuel, I. Shrimanker, S. Saiyed, V. Nookala, University of Pittsburgh Medical Center Pinnacle Health Center; D. Kaelber, The MetroHealth System, Case Western Reserve University

Why is Chaplain Documentation Not Being Used Across the Care Continuum?
H. Gray, W. Liang, S. Feldman, University of Alabama at Birmingham

Patient Matching and Safety Events
B. Woodle, M. Greer, University of Arkansas for Medical Sciences

An e-Health Based Clinical Decision Support System to Predict Mortality Risk of COVID-19 Patients
Y. Guan, M. Gong, Y. Zhang, W. Shi, Digital China Health Technologies Corporation Limited; L. Liu, H. Zhu, Nanfang Hospital, Southern Medical University School of Medicine

What is a Provider? Need for a New Healthcare Professionals Taxonomy
N. Idouraine, J. Ivanova, T. Tang, H. Soni, A. Murcko, A. Grando, Arizona State University

The Impact of Model and Tokenization Method Selection on a Deep Learning Classifier on Medical Text
J. Irizarry-Cole, S. Johnson, Z. Dennis, New York University

Evaluation of the Observational Medical Outcomes Partnership Common Data Model as a Query Data Model for the Arden Syntax
R. Jenders, Charles Drew University, University of California Los Angeles

Implementation and Use of an Emergency Department Surge Management System: A Work System Approach
J. Jewer, Memorial University of Newfoundland; C. Patey, Eastern Health, Carbonear General Hospital, Memorial University of Newfoundland; P. Norman, Eastern Health, Carbonear General Hospital

Natural Language Processing (NLP) using Convolutional Neural Networks (NN) to Classify Patient Care Events
K. Thompson, M. Johnson, D. Higgins, P. Sharma, B. Anderson-Montoya, Atrium Health

The Potential in Computerized Process for Dysphagia Rehabilitation after Cerebrovascular Diseases
S. Kato, Keio University; S. Tsuru, The University of Tokyo; M. Ide, St. Mary’s Healthcare Center, University of Occupational and Environmental Health; A. Shindo, Ooguno Hospital; N. Yahagi, Keio University, The University of Tokyo; S. Yamada, Keio University

Clinical Terminology Mapping Experiences in Migrating Clinical Data between Electronic Health Record Systems
S. Keni, J. Kilbourne, U.S. Department of Veterans Affairs

Sustained Clinician Engagement with mobile ECDS (mECDS) Tools Disseminated Through a National QI Collaborative
E. Kerns, University of Nebraska Medical Center; S. Fouquet, University of Missouri-Kansas City; R. McCulloh, University of Nebraska Medical Center

Characterizing Secure Messages for Workload Analysis
I. Francisco, M. Kim, P. Alafaireet, University of Missouri School of Medicine; A. Fitzsimmons, C. Heath, University of Missouri; J. Linebaugh, C. Ward, M. Anderson, D. Viet, V. Arnold, University of Missouri Health Care; E. Simoes, University of Missouri School of Medicine

Using Social Media as a Clinical Decision Support Tool During the Uncertainty of Covid-19
L. Knake, Vanderbilt University Medical Center; T. Borbon, University of Iowa; S. Iyer, University of Chicago; A. Park, University of California Irvine Health; D. Janssen, Sioux Center Health; J. McIntyre, Elliot Hospital; K. Schroeder, Northwestern Central DuPage Hospital

Real Time Monitoring of Suicide Prevention Care Pathways
D. LaBorde, Iconic Data Inc.; H. Singh, Document Storage Systems, Inc.

ICU Data Visualization Research in the Literature and Future Needs
X. Li, A. Mosa, University of Missouri-Columbia

Poster: An Unexpected Pathway for Fentanyl Orders
D. Liebovitz, Northwestern University, Feinberg School of Medicine; W. Moore, K. Waier, Northwestern Medicine; S. Hartman, University of Chicago

Predicting Section Location of Clinical Sentences using BERT Encoder – A Pilot Study
S. Liu, S. Fu, S. Moon, A. Wen, H. Liu, Mayo Clinic

Characterizing Fall-related Nursing Care Using Standardized Electronic Nursing Data
O. Madandola, Y. Yao, H. Cho, University of Florida; K. Dunn Lopez, University of Iowa; F. Dos Santos, T. Goncalves Rezende Macieira, D. Wilkie, G. Keenan, R. Bjarnadottir, University of Florida

Development and Implementation of a Patient-facing, FHIR-based Clinical Decision Support Tool to Support Shared Decision Making for Chronic Pain
L. Marcial, J. Richardson, S. Rizk, S. Brown, J. DeFrank, RTI; D. van Leeuwen, Health Hats; A. Weitkamp, Vanderbilt University Medical Center; C. Kao, University of Chicago; B. Blumenfeld, RTI

Breaking Up is Hard to Do; Divorcing Pagers from the Clinical Ecosystem
B. McConomy, Regenstrief Institute, Inc., Eskenazi Health; E. Puster, Regenstrief Institute, Inc.; J. Morea, Eskenazi Health

Prediction of Chronic Wound Care Decisions Using Machine Learning
H. Mombini, E. Agu, D. Strong, H. Nguyen, Worcester Polytechnic Institute; C. Lindsay, University of Massachusetts Medical School; L. Loretz, University of Massachusetts Memorial; P. Pedersen, Worcester Polytechnic Institute; R. Dunn, University of Massachusetts Memorial; B. Tulu, Worcester Polytechnic Institute

Validation of an EHR Phenotype for Sexual History Documentation among Hospitalized Adolescents
G. Mukherjee, C. Robertson, H. Gooding, S. Kandaswamy, E. Orenstein, Emory University

Mitigating Data Migration Risk and Promoting Patient Safety Utilizing Standardized Terminologies at the Department of Veteran Affairs
C. Hoang, H. Miller, P. Noble, H. Garrett, J. Patterson, R. Sward, A. Burchfield, F. Parrish, U.S. Department of Veterans Affairs

Using Participatory Design Research to Inform Clinical Decision-making
B. Oewel, K. Murdoch-Kitt, M. Dorsch, University of Michigan

Automated Diagnosis Coding from Clinical Notes Using Attention-augmented Recurrent Convolutional Neural Networks
E. Okon, L. Shi, Children's Hospital of Philadelphia; R. Tsui, Children's Hospital of Philadelphia, University of Pennsylvania

Granular HIE Data Provenance – Who Did What to this Patient?
E. Pan, Veterans Health Administration, Westat, JP Systems; M. Swall, Veterans Health Administration, JP Systems; N. Botts, Veterans Health Administration, Westat, JP Systems; N. Hsing, Veterans Health Administration; O. Bouhaddou, Veterans Health Administration, Innovet Health; J. Anderson, Veterans Health Administration

Linking Polyps to Jars: Information Loss Across Colonoscopy and Pathology Reports
O. Patterson, VA Salt Lake City Health Care System, University of Utah; S. Gupta, VA San Diego Healthcare System, University of California San Diego; A. Gawron, VA Salt Lake City Health Care System, University of Utah; T. Kaltenbach, San Francisco VA Health Care System, University of California; R. Bustamante, L. Liu, VA San Diego Healthcare System, University of California San Diego; D. Denhalter, University of Utah; A. Earles, VA San Diego Healthcare System, University of California San Diego; S. Duvall, VA Salt Lake City Health Care System, University of Utah

Implementing Predictive Modeling to Increase Advance Care Planning Completion in Outpatient IM Resident Clinics
S. Petty, R. Bundy, A. Moses, C. Floyd Morris, C. Grey, A. Dharod, Wake Forest Baptist Health

Intraoperative Anesthesia Transitions of Care and Adverse Events: A Systematic Review and Meta-analysis
E. Pfeifer, N. Walden, J. Abraham, T. Kannampallil, Washington University School of Medicine in St. Louis

Exploiting Existing Resources to Create Silver Test Sets for NLP Evaluation
J. Polifroni, D. Boyuk, B. York, Oncology Analytics

Nurses’ Stress Level Associated with Multitasking Activity: Analysis of Hands-On Tasks and Communications from a Time and Motion Study
M. Rachman, Washington University of St. Louis, Goldfarb School of Nursing, Barnes Jewish College; C. Tsai, Washington University of St. Louis; L. Marcelo, Universidad del Desarrollo; M. Schallom, Barnes Jewish Hospital; P. Yen, Washington University of St. Louis, Goldfarb School of Nursing, Barnes Jewish College

A User-Centered Real-world Evidence Clinical Decision Support: A Multidisciplinary Experience use Case
J. Weissert, Advocate Aurora Health; T. Downs, University of Wisconsin School of Medicine & Public Health; K. Ravvaz, Advocate Aurora Health

Turning Data into Information: Evaluation of SOLOR
M. Resnick, University at Buffalo; S. Brown, K. Campbell, D. Montella, U.S. Department of Veterans Affairs; F. LeHouillier, University at Buffalo; P. Elkin, University at Buffalo, U.S. Department of Veterans Affairs

Methods to Improve Prediction for Transfusion at Delivery
L. Rodriguez, National Institutes of Health; H. Ahmadzia, The George Washington University

Visualization of Patient Medications’ Trajectory in Depression Management
D. Rogith, The University of Texas Health Science Center at Houston School of Biomedical Informatics; J. Soares, The University of Texas Health Science Center at Houston McGovern Medical School; M. Iyengar, The University of Arizona College of Medicine

Evaluation of Physician Satisfaction with an Electronic Health Record
P. Garabedian, A. Rui, L. Volk, Partners HealthCare; D. Bates, Partners HealthCare, Brigham and Women's Hospital, Harvard Medical School

Clinical Decision Support for Hypertension Management in Primary Care Patients with Chronic Kidney Disease
L. Samal, E. Wu, S. Aaron, P. Garabedian, Brigham and Women's Hospital; A. McCoy, Vanderbilt Medical School; G. McMahon, P. Dykes, S. Lipsitz, D. Bates, Brigham and Women's Hospital; A. Wright, Vanderbilt Medical School

A Modular Editorial Content Curation Framework for Pharmacological and Patient Knowledge Management
E. Scheufele, J. Hatanaka, M. Baca, S. Laclaire, J. Heiland, N. Kutub, B. South, G. Jackson, IBM

On the Representation of Groups of Patients in L A
D. Schlegel, K. Gordon, SUNY Oswego

Predicting Discrete Reason for Visit Using Personalized PageRank
J. Schrom, E. Sahn, B. Caplin, V. Joshi, One Medical

Clinician Involvement in Research on Machine-learning-based Clinical Decision Support for the Hospital Setting: A Scoping Review
J. Schwartz, S. Collins Rossetti, K. Cato, Columbia University

Numerical Formats to Optimize Comprehension of Medication Instructions: A Systematic Review and Presentation of a Novel Conceptual Model
M. Sharko, Weill Cornell Medical College, Columbia University; M. Sharma, Weill Cornell Medical College; L. Grossman Liu, Weill Cornell Medical College, Columbia University; N. Benda, M. Chan, E. Wilsterman, J. Ancker, Weill Cornell Medical College

Using Novel Exploratory Subgroup Mining to Determine Complication Patterns of Post Colectomy Based on Hospital Characteristics
Y. Shen, D. Liu, C. Shyu, University of Missouri-Columbia; J. Mitchem, University of Missouri, University of Missouri-Columbia

Telemedicine’s Impacts on Rural Population – A Patient Travel Time Study
R. Shyu, T. Haithcoat, M. Becevic, University of Missouri

Assessing Clinician’s Adherence to Asthma Guidelines for Asthma Control Status Using Natural Language Processing in a Primary Care Setting
E. Sagheb, J. Yoon, C. Wi, P. Shrestha, E. Ryu, M. Park, Mayo Clinic; B. Yawn, University of Minnesota; H. Liu, Y. Juhn, S. Sohn, Mayo Clinic

Double Dice Roll Outperforms a Built-in Model for Predicting Remaining Length of Stay: Lessons Learned from a Prospective Evaluation
H. Soleimani, S. Murray, University of California San Francisco

Predictive Modeling in Symbolic Vital Signs for Clinical Critical Events in the Neonatal Intensive Care Unit
W. Song, H. Baek, C. Choi, Y. Jung, S. Yoo, Seoul National University Bundang Hospital

Investigating How Knowledge Sharing Supports Collective Sensemaking through the Lens of an Online Community of Department of Veterans Affairs Data Users
J. Stelmack, U.S. Department of Veterans Affairs; M. Souden, U.S. Department of Veterans Affairs, University of Illinois at Urbana-Champaign

A Systems Engineering Approach to an Artificial Intelligence Reality within healthcare: From Hype to Value
O. Strachna, Memorial Sloan Kettering Cancer Center, Stevens Institute of Technology; O. Asan, Stevens Institute of Technology

A Visual Analytics Tool for Understanding Provider Networks
I. Sylla, Y. Park, IBM Research; S. Ballen, R-Health; A. Das, IBM Research

Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision Support
H. Tan, A. Deal, A. Bennett, S. Blalock, A. Chung, D. Gotz, M. Nielsen, D. Reuland, University of North Carolina at Chapel Hill; A. Sox-Harris, Stanford University; E. Basch, University of North Carolina at Chapel Hill

Health Care Professional Perspectives of Patient-controlled Granular Information Sharing
T. Tang, University of Arizona; N. Idouraine, J. Ivanova, H. Soni, A. Murcko, A. Grando, Arizona State University; D. Chern, Partners in Recovery; C. Dye, Health Current; M. Whitfield, Jewish Family and Children's Services

Housing Stability Phenotype Extracted from Clinical Text Notes and Diagnosis Codes
A. Teng, A. Wilcox, University of Washington

The Road to Easy and Accurate Data Collection for an International Surgical Outcomes Registry
N. Timkovich, B. Ozaydin, University of Alabama at Birmingham

Mapping a Value Set to a Standard Terminology by Leveraging Parent-Child Hierarchies to Define Attributes
M. Totzke, D. Woolstenhulme, 3M Health Information Systems

Inpatient Point of Care Glucose Performance Analysis Using Paired Timestamps
C. Tsai, K. Abell-hart, Stony Brook University; J. Miller, D. Kelly, Stony Brook University Hospital; M. Saltz, V. Lingam, Stony Brook University

Order Set Utilization in a Multi-hospital/Multi-state Healthcare Network
J. Wang, C. Antonescu, University of Arizona College of Medicine-Phoenix

Key Metrics of Surge Capacity Assessments for Healthcare Systems and Hospitals: A Development Framework
L. Warsame, R. Puttagunta, Geisinger Health Systems

Nursing Data Representation in Health Data Interoperability
L. Whittenburg, Consultant; V. Saba, SabaCare Inc.

Indicators of Missing Electronic Medical Record (EMR) Discharge Summaries: a Retrospective Study on Data from a Large Canadian Cohort
N. Wiebe, A. Shaheen, Y. Xu, C. Eastwood, B. Boussat, H. Quan, University of Calgary

Use of Biomedical Ontologies to Improve Adverse Event Reporting
M. Wong, K. Bavuso, E. Chan, Semedy, Inc.; S. Maviglia, R. Rocha, Semedy, Inc., Brigham and Women's Hospital, Harvard Medical School

The Medication Ordering Safety System: A Pipeline to Predict Adverse Drug Events at the Time of Ordering
A. Wright, D. Mize, Vanderbilt University

Electronic Health Record Phenotyping of Patients with Drug-induced Renal Injury
Z. Yousif, L. Awdishu, M. Hogarth, J. Koola, University of California San Diego

Electronic Health Records Reveal Statins Prescription Trends among Small to Medium Sized Practices
J. Yu, A. Wang, H. Vu, Y. Tedla, N. Soulakis, A. Kho, Northwestern University Feinberg School of Medicine

The Multi-Outcome Medical Deconfounder: Assessing Treatment Effect on Multiple Renal Measures
L. Zhang, Y. Wang, Columbia University; A. Ostropolets, R. Chen, Columbia University, Weill Cornell Medical College; D. Blei, G. Hripcsak, Columbia University

DxTree: A Visual Analytics Tool for Hierarchical Representation of Disease Cohort Counts for Clinical Trials
M. Zhang, Z. Liu, M. Ma, K. Lee, Y. Mai, S. Jones, C. Gilman, Sema4; Y. Ru, Icahn School of Medicine at Mount Sinai; M. Deitz, Y. Gong, X. Zhou, K. Ghosh, Sema4; R. Chen, E. Schadt, X. Wang, Sema4, Icahn School of Medicine at Mount Sinai

Design and Validation of an Automated Process for Assessment of Risk for Pulmonary Embolism Using the Well's Criteria
N. Zhang, P. Rameau, M. Julemis, Y. Liu, S. Khan, T. McGinn, S. Richardson, Donald and Barbara Zucker School of Medicine at Hofstra, Northwell

Interpretable Automatic Adverse Event Detection with Hierarchical Attention Networks
Z. Zhang, C. Eastwood, N. Wiebe, A. D'Souza, Y. Xu, H. Quan, Q. Long, University of Calgary

Robotic Process Automation(RPA): A New Technique of Automating Data Management in Clinical Fields
W. Zhao, University of Pittsburgh

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Understanding Facilitators and Barriers to Development and Adoption of EHR-to-eCRF Technology in Multi-site Clinical Research
B. Adagarla, Duke Clinical Research Institute; M. Garza, University of Arkansas for Medical Sciences; K. Kumar, Duke Clinical Research Institute; U. Topaloglu, Wake Forest University School of Medicine; A. Walden, Oregon Health & Science University; K. Zimmerman, E. Eisenstein, Duke Clinical Research Institute; M. Zozus, University of Texas Health Science Center at San Antonio

SAMGEP: A Novel Method for Prediction of Phenotype Event Times Using the Electronic Health Record
Y. Ahuja, C. Hong, Harvard Medical School, Harvard University; Z. Xia, University of Pittsburgh; T. Cai, Harvard University, Harvard Medical School, VA Boston Healthcare System

Clinical Trial Alert Worklists for the Emergency Department
P. Asaro, S. House, Washington University School of Medicine

Tasks Associated With Extreme After-hours EHR Use Among Ambulatory Care Pediatricians
S. Attipoe, The Ohio State University; Y. Huang, Nationwide Children's Hospital; S. Schweikhart, J. Hefner, D. Walker, The Ohio State University; S. Rust, J. Hoffman, S. Lin, Nationwide Children's Hospital

Evaluation of Large-scale Propensity Score Modeling and Covariate Balance on Potential Unmeasured Confounding in Observational Research
R. Chen, Columbia University, Weill Cornell Medical College; M. Schuemie, Janssen Research and Development, University of California Los Angeles; M. Suchard, University of California Los Angeles; A. Ostropolets, L. Zhang, Columbia University; P. Ryan, Columbia University, Janssen Research and Development; G. Hripcsak, Columbia University, New York-Presbyterian Hospital

Identifying Use Cases of Consumer-grade Fitness Trackers in Research Studies
S. Cho, K. Natarajan, Columbia University

Evaluating OMOP-CDM as a Tool to Assess Patient Eligibility by Mapping the Eligibility Criteria of the Clinical Trials
T. Chung, S. Kim, Y. Jeon, Seoul National University; S. Oh, Catholic University of Korea; H. Lee, Seoul National University, Seoul National University Hospital

Unsupervised Learning for Systemic Lupus Erythematosus Subtype Identification: Electronic Health Record vs Registry Data
Y. Deng, Northwestern University, Institute for Public Health and Medicine; A. Ghosh, Institute for Public Health and Medicine; A. Chung, Feinberg School of Medicine; Y. Tedla, Institute for Public Health and Medicine; A. Kho, R. Ramsey-Goldman, Feinberg School of Medicine; Y. Luo, Northwestern University; T. Walunas, Institute for Public Health and Medicine

Building a Clinical Data Repository for Lumbar Spinal Stenosis in the Veterans Health Administration
R. Dhond, Veterans Affairs, Boston University School of Medicine; P. Corcoran, S. Leatherman, O. Soloviev, Veterans Affairs; N. Fillmore, Veterans Affairs, Harvard Medical School; D. Cheng, Veterans Affairs; F. Meng, Veterans Affairs, Boston University School of Medicine; R. Ferguson, Veterans Affairs; M. Brophy, N. Do, Veterans Affairs, Boston University School of Medicine

Assessment of a Portfolio for Building Data Capacity for Patient-centered Outcomes Research
R. Dhopeshwarkar, K. Heaney-Huls, L. Hovey, P. Dullabh, NORC at the University of Chicago

Angelfish: Building a Structurally Diverse Clinical Document Corpus
G. Divita, B. Desmet, A. Zirikly, NIH Clinical Center; L. Breitfeller, C. Rosé, National Institutes of Health Clinical Center, Carnegie Mellon University

Implementation of the HL7 FHIR Questionnaire Resource for REDCap
S. Duda, M. McEver, D. Conway, Vanderbilt University Medical Center; T. Zayas-Cabán, National Library of Medicine; P. Harris, Vanderbilt University Medical Center

Creating a Standardized Approach for Extracting Race and Ethnicity from a Regional Health Information Exchange
S. El-Azab, L. Golichowski, H. Hosler, S. Hui, K. Allen, Regenstrief Institute, Inc.

Removing Barriers to Clinical Text Processing with MedSpaCy
H. Eyre, O. Patterson, University of Utah, VA Salt Lake City Health Care System; J. Shi, University of Utah; K. Peterson, A. Chapman, P. Alba, S. Duvall, University of Utah, VA Salt Lake City Health Care System

More than Meets the EHR: Uncovering Breast Cancer Diagnoses from Records of Medications and Surgical Procedures
B. Farrow, J. ORourke, TriNetX

Severity of Diabetic Retinopathy in the IRIS Registry
H. Fevrier, Verana Health

Uses of Synthetic Data in Healthcare
A. Gonzales, G. Guruswamy, S. Smith, U.S. Department of Health and Human Services

A Living Network Meta-analysis of First Line Treatment of Metastatic Kidney Cancer
I. Riaz, H. He, Y. Zhao, Mayo Clinic; R. Siddiqi, Dow Medical University; V. Herasevich, Mayo Clinic; P. Vandvik, Institute for Health and Society, University of Oslo; V. Montori, Mayo Clinic; A. Bryce, Mayo Clinic Arizona; M. Murad, H. Liu, Mayo Clinic

Using Social Science Methods to Conduct a Horizon Scan to Identify Gaps and Opportunities for Future Development in Patient-centered Clinical Decision Support
S. Sandberg, P. Dullabh, L. Hovey, K. Heaney-Huls, N. Rajendran, N. Marino, NORC at the University of Chicago; S. Al-Showk, E. Lomotan, Agency for Healthcare Research and Quality; D. Sittig, University of Texas Health Science Center

Preliminary Evaluation of Phenotypic Features from Inpatient Clinical Interactions
S. Heisig, IBM Research

Data Quality Assessment of Laboratory Data
V. Huser, National Institutes of Health; C. Blacketer, Janssen R&D; K. Natarajan, Columbia University; R. Miller, A. Williams, CTSI; S. Muthu Kumaran Sathappan, National University of Singapore; J. Posada, N. Shah, Stanford University

Curating Annotated Corpora for Functioning Information
R. Jiménez Silva, C. Zhou, B. Desmet, A. Zirikly, A. Marr, M. Sacco, P. Ho, J. Camacho Maldonado, J. Porcino, G. Divita, E. Rasch, National Institutes of Health Clinical Center

A Comparison of DSME/S Documentation in Clinic Notes between Primary Care and Diabetes Care Specialist
M. Kim, U. Khan, S. Boren, Q. Ye, E. Simoes, University of Missouri

Mapping Guideline Recommendations to Electronic Health Records: A First Step in Developing Clinical Decision Support about ICU Patient Mobility
A. Krupp, University of Iowa; J. Greiner, University of Iowa Healthcare; K. Dunn Lopez, University of Iowa

De-identification of Medical Data for Secondary Use: A Survey of Awareness Targeting Clinical Researchers
Y. Lee, J. Han, J. Kim, D. Kim, Asan Medical Center

Identifying and Predicting Risk Factors of Potential Problem Opioid use in Chronic Noncancer Pain Patients Using Electronic Health Records
Y. Li, C. Li, University of Minnesota; G. Bart, University of Minnesota, Hennepin County Medical Center; R. Zhang, University of Minnesota

National Informatics Infrastructure Responding to the COVID-19 Pandemic
D. MacFadden, Harvard Catalyst, Harvard Medical School; S. Murphy, Partners Healthcare; G. Weber, A. Maram, Harvard Catalyst, Harvard Medical School

The Mizzou Way of Research Data Broker Operations and Governance
V. Mandhadi, A. Mosa, University of Missouri

A Platform for Regulatory-grade Evidence Generation from Routine Electronic Health Record Data Capture
C. Margolis, C. Shadra, A. Koshta, C. Leyva, N. Seth, S. Bagherpour, R. Puthalath, H. Fevrier, A. Lien, R. Jain, H. Rajasekar, T. Leng, M. Roe, Verana Health

Feature Importance Determination of a Diabetes Risk Classification Model
A. Oguntuga, J. Overcash, G. Tyagi, N. Nguyen, Veradigm

Validation of Axial Spondyloarthritis Identifying Methods in U.S. Veterans
S. Pei, G. Penmetsa, B. Sauer, J. Walsh, University of Utah

Designing an Interface for a Hospital Geographic Information System
P. Rahman, E. Root, S. Moffatt-Bruce, The Ohio State University; C. Hebert, The Ohio State University Wexner Medical Center

Hekademeia: Sustainable Research Technology Infrastructure for Persistent Project Access Across Funding Gaps
B. Anderson, Expressive Analytics; B. Reeder, University of Missouri

Barriers to use of Clinical Decision Support for Evaluation of Pulmonary Embolism: Results of a Qualitative Study
S. Richardson, K. Dauber-Decker, T. McGinn, D. Barnaby, Center for Health Innovations and Outcomes Research, Feinstein Institutes for Medical Research, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell; A. Cattamanchi, University of California San Francisco, Zuckerberg San Francisco General Hospital; J. Carrubba, College of the Holy Cross; R. Pekmezaris, Center for Health Innovations and Outcomes Research, Feinstein Institutes for Medical Research, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell

Predicting Model for In-hospital Mortality After Transcatheter Aortic Valve Replacement (TAVR) using Machine Learning Approaches
A. Roche-Lima, University of Puerto Rico-Medical Science Campus

Design and Implementation of a Social Determinants Framework for Linkage to the Electronic Health Record (EHR)
U. Rogers, S. Rusincovitch, Duke University, Duke AI Health Institute; L. Greenblatt, Duke Population Health Management Office

Discovering Factors Associated with Suspected Infections
X. Song, M. Liu, L. Waitman, S. Parashar, S. Simpson, University of Kansas Medical Center

A Deep Exploratory Mining Approach for Discovering Associations between Family History of Type 1 Diabetes and Autoimmune and Related Conditions
E. Tallon, University of Missouri-Columbia; M. Clements, Children's Mercy Hospital; D. Liu, K. Boles, C. Shyu, University of Missouri-Columbia

Prediction of Obstructive Sleep Apnea from Clinical Features in a Large Health System in Central Pennsylvania
R. Urbanowicz, University of Pennsylvania Perelman School of Medicine; D. Mazzotti, University of Pennsylvania; L. Kirchner, K. Borthwick, V. Davenport, Geisinger; B. Keenan, O. Veatch, A. Pack, University of Pennsylvania

Digital Care in Mental Health at Froedtert & the Medical College of Wisconsin
Z. Sharif-Sidi, C. Shen, W. Wong, R. Hanson, B. Crotty, Medical College of Wisconsin

Detecting National Institutes of Health’s Funding Interests and Trends Using Machine Learning
J. Zhao, Vanderbilt University Medical Center; Y. Wang, Vanderbilt Institute for Clinical and Translational Research, Q. Feng, W. Wei, Vanderbilt University Medical Center

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Depression in the App Stores: A Review and Standardized Rating of Apps for Depression, including Postpartum Depression
K. Andreadis, M. Mohsin, X. Xiao, X. Zhang, M. Reading Turchioe, R. Masterson Creber, Weill Cornell Medicine

Automated Detection of Herpes Zoster via Deep Learning
M. Bastola, C. Locatis, P. Fontelo, Lister Hill National Center for Biomedical Communications, National Library of Medicine  

Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder
L. Bouayad, Florida International University, James A. Haley Veterans Hospital; P. Durneva, S. Dharanikota, Florida International University; A. Bhattacherjee, University of South Florida; M. Agrawal, Florida International University; S. Luther, James A. Haley Veterans Hospital

UnBIASED: Understanding Biased Patient-provider Interaction and Supporting Enhanced Discourse
R. Casanova-Perez, C. Lane, E. Beneteau, University of Washington; S. Rick, University of California San Diego; W. Pratt, J. Sabin, University of Washington; N. Weibel, University of California San Diego; A. Hartzler, University of Washington

Developing a Data Model for Patient Secure Messages Leveraging FHIR
A. De, M. Huang, Mayo Clinic; T. Feng, University of North Carolina Charlotte; X. Yue, University of Cincinnati; L. Yao, Mayo Clinic

Enablers of Trial Engagement for Home Diagnostic Test- Supported by Smartphone (HDT-smart) – The Case of flu@home
S. Dharanikota, Florida International University; V. Lyon, University of Washington; P. Durneva, C. LeRouge, Florida International University; M. Thompson, University of Washington

Challenges and Opportunities of Using Reinforcement Learning to Optimize Behavioral Health Interventions Delivered via Smartphones
C. Figueroa, University of California Berkeley; A. Aguilera, University of California Berkeley, UCSF Zuckerberg San Francisco General Hospital; B. Chakraborty, National University of Singapore; A. Modiri, J. Aggarwal, University of Toronto; N. Deliu, University of Rome La Sapienza, University of Toronto; U. Sarkar, UCSF Zuckerberg San Francisco General Hospital; J. Williams, University of Toronto; C. Lyles, UCSF Zuckerberg San Francisco General Hospital

Usability and Feature Evaluation of the Amazfit Bip S Smart Watch in the Precision START Laboratory
H. Chelsea, M. Gallimore, C. Jo-Ana, B. Reeder, University of Missouri

Effect of Abbreviation and Acronym Expansion on Patients' Comprehension of their Health Records: A Randomized Trial
L. Grossman Liu, Columbia University; M. Reading Turchioe, A. Myers, Weill Cornell Medicine; D. Vawdrey, Geisinger, Columbia University; R. Masterson Creber, Weill Cornell Medicine

Adoption and Use of Health-related Mobile Apps Among US Military Veterans
T. Hogan, Edith Nourse Rogers Memorial Veterans Hospital; B. Etingen, Hines VA Hospital; S. Shimada, N. McMahon, Edith Nourse Rogers Memorial Veterans Hospital; L. Clarke, Hines VA Hospital; D. Bolivar, Edith Nourse Rogers Memorial Veterans Hospital; F. Bixler, B. Smith, Hines VA Hospital; R. Wacks, L. Am, Edith Nourse Rogers Memorial Veterans Hospital; K. Frisbee, Office of Connected Care


Usage Pattern Changes of a Mobile Personal Health Records Functions During 9 years According to Version Upgrades
D. Kim, Y. Lee, J. Oh, Asan Medical Center; D. Seo, Asan Medical Center, University of Ulsan College of Medicine; K. Lee, Asan Medical Center; Y. Kim, Asan Medical Center, Asan Institute for Life Science, Asan Medical Center, University of Ulsan College of Medicine; W. Kim, J. Lee, Asan Medical Center, University of Ulsan College of Medicine

Developing and Evaluating Pain Pictograms to Facilitate Patient-Provider Communication in Primary Care Settings
M. Lor, M. Yang, University of Wisconsin-Madison; A. Arcia, Columbia University

Digital Management of Perinatal Anxiety – Literature Review and Environment Scan
K. Magee, American College of Obstetricians and Gynecologists; C. LeRouge, Florida International University; N. Ramey, American College of Obstetricians and Gynecologists; T. Newlin, Florida International University

A FHIR Based System for Implantable Bi-directional Computer Interfaces: The Case of Adaptive Deep Brain Stimulation
R. Prandin, Università degli Studi di Trieste; P. D'Antrassi, Newronika SpA; M. Prenassi, Fondazione IRCCS Ca'Granda Ospedale Maggiore Policlinico; M. Arlotti, Newronika SpA; S. Marceglia, Università degli Studi di Trieste, Fondazione IRCCS Ca'Granda Ospedale Maggiore Policlinico

Adoption and Impact of a Personalized and Data-driven Health Benefits Decision-Support Tool
M. McKillop, A. Preininger, T. Steben, K. Draulis, N. Kutub, IBM Watson Health; G. Jackson, IBM Watson Health, Vanderbilt University Medical Center

mHealth in Myanmar: Community-based Participatory Design of a Population Health Surveillance Data Collection Application
Y. Yen, J. Meddar, C. Lamour-Romero, B. Zawtha, R. Masterson-Creber, N. Benda, Weill Cornell Medicine

An Operational Performance-improvement Tool to Enable Value-based Healthcare
A. Preininger, B. Rosario, N. Kutub, K. Draulis, S. Duke, W. Rikkers, IBM; G. Jackson, IBM, Vanderbilt University Medical Center

Sustaining Engagement with Patient-reported Outcomes (PRO) Monitoring Among Older Adults
M. Reading Turchioe, Weill Cornell Medicine; L. Grossman Liu, Columbia University; A. Myers, R. Masterson Creber, Weill Cornell Medicine

Routing to Care: Identifying the Relationship between Discrete Reasons for Visits and Patient-selected Appointment Types
E. Sahn, B. Caplin, D. Zoltok, A. Lockwood, P. Raju, D. Chiasson, V. Joshi, J. Schrom, One Medical

Foundations for Meaningful Consent in Canada’s Digital Health Ecosystem
N. Shen, M. Munnery, Centre for Addiction and Mental health, University of Toronto; S. Wickham, Canada Health Infoway; G. Strudwick, Centre for Addiction and Mental health, University of Toronto; A. Carter-Langford, Canada Health Infoway

Towards a Consumer Centered Foster Care Information Exchange
A. Singh, A. Stafford McRell, B. Schooley, K. Seay, N. Hikmet, University of South Carolina

Web-based Patient Portal Use and Medication Overlap from VA and Private-sector Pharmacies among Older Veterans
B. Smith, Hines VA Hospital ; K. Nazi, Independent Consultant; T. Hogan, Edith Nourse Rogers Memorial Veterans Hospital; B. Wakefield, Sinclair School of Nursing, University of Missouri; R. Martinez, B. Etingen, K. Stroupe, Hines VA Hospital; S. Shimada, Edith Nourse Rogers Memorial Veterans Hospital; K. Suda, VA Pittsburgh Healthcare System\


Automated Categorization of Online Health Documents Using Domain Specificity
K. Thaker, Y. Lee, P. Brusilovsky, D. He, University of Pittsburgh

Understanding User Needs through Health Forum Data: A Feasibility Study in Alzheimer’s Disease
D. Wu, H. Vu, S. Bindhu, C. Xu, S. Mu, B. Harnett, J. Lee, University of Cincinnati

Can A Robot Encourage Physical Exercise for Older Adults? A Pilot Robot-mediated Tai Chi Exercise Study
Z. Zheng, Rochester Institute of Technology; M. Mim, University of Notre Dame; H. Oh, Y. Lee, W. Choi, University of Wisconsin-Milwaukee

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Opioid use Disorder at the Extremes of Age: Spatial and Temporal Analysis of Pharmacotherapy Use in Seniors and Adolescents
K. Abell-Hart, N. Wang, F. Wang, Stony Brook University

Dental Visits & Expenditures in Older Adults Utilizing In-home Healthcare
A. Atanda, P. Fontelo, S. Boroumand, D. Weatherspoon, B. Dye, National Institutes of Health

Analyzing Omaha System with Public Health EHR for Social and Behavioral Determinants from Public Health for Healthcare using CHAMP Software and Nightingale Notes
V. Bhayani, D. Zachary, University of Missouri-Columbia

Development and Evaluation of an Algorithm to Automatically Extract Delivery Episodes from Electronic Health Records
S. Canelón, University of Pennsylvania; H. Burris, L. Levine, University of Pennsylvania Perelman School of Medicine; M. Boland, University of Pennsylvania, University of Pennsylvania, Children's Hospital of Philadelphia

Atlanta HIV Disease Registry: The Intersection of Private and Public Healthcare for Translational Science
J. Edwards, Emory University, University of Lincoln; A. Post, University of Utah; J. Rhodes, M. Nguyen, Emory University; J. Gallini, Atlanta Veterans Affairs Medical Center; V. Marconi, Emory University, Atlanta Veterans Affairs Medical Center

Physician Capacity for COVID-19 Emergency Visits across U.S. Communities
D. Ellsworth, IBM Watson Health

Implementation of an Online Course for Training Health Professionals in Rural Areas in the use of Verbal Autopsy: Case Study in Peru
S. Escobar, L. Rojas-Mezarina, C. Reátegui Rivera, National University of San Marcos; J. Silva Valencia, J. Vargas-Herrera, H. Espinoza-Herrera, National University of San Marcos; M. Moscoso, Asociación para el Desarrollo de la Investigación Estudiantil en Ciencias de la Salud; M. Chahuara Rojas, National University of San Marcos

Leveraging Longitudinal Autoantibody for Phenotyping of Progression Rates to Type 1 Diabetes
M. Ghalwash, IBM T.J Watson Research Center; V. Anand, K. Ng, IBM Research; J. Dunne, Juvenile Diabetes Research Foundation; M. Lundgren, Lund University; M. Rewers, University of Colorado Denver; R. Veijola, University of Oulu

Evaluation of Patient Privacy During COVID-19 Outbreaks: Case Study
M. Kang, M. Gong, Z. Lu, W. Shi, Digital China Health Technologies Corporation Limited; L. Liu, H. Zhu, Nanfang Hospital, Southern Medical University School of Medicine

Social Media, LGBT, and Health: LGB vs Transgender Individuals
A. Karami, F. Webb, University of South Carolina

Heterogeneity among Low-Income Clients with Nutrition Problems Receiving Public Health Nurse Home Visiting Services: An Intervention Effectiveness Latent Class Analysis Study of Omaha System Data
J. Lee, R. Austin, M. Mathiason, K. Monsen, University of Minnesota

Health Informatics Challenges for the Management of COVID-19
J. Li, M. Gong, Digital China Health Technologies Corporation Limited; W. Shi, Digital China Health Technologies Corporation Limited; L. Liu, H. Zhu, Nanfang Hospital, Southern Medical University School of Medicine

Exploratory Analysis of Data Veracity Problem for Consumer Reported Adverse Drug Reaction Events on Social Media
X. Zhou, Nanjing Medical University; T. Lyu, J. Jun, University of South Carolina; X. Cui, Nanjing Medical University; A. Eidson, C. Liang, University of South Carolina

Automatic Aggregator of Academic Activity in a Clinical Department
V. Fedosov, D. Martin, B. Pickering , V. Herasevich, Mayo Clinic

Identification of Sleep Complaints Using Social Media: The Effect of Daylight Savings Time Transitions
D. Mazzotti, O. Veatch, R. Anafi, University of Pennsylvania; H. Cai, G. Gonzalez-Hernandez, University of Pennsylvania Perelman School of Medicine

Technology Adoption and Coping with Pain: Descriptive Factors of Pain and Technology Use among Veterans
N. McMahon, D. Bolivar, Edith Nourse Rogers Memorial Veterans Hospital; B. Etingen, B. Smith, J. Patrianakos, L. Cao, Hines VA Hospital; K. Frisbee, Veterans Health Administration; T. Hogan, Edith Nourse Rogers Memorial Veterans Hospital

Interdisciplinary Collaboration to Create Data -Discovery Informatic Tools for Researchers in Precision Public Health
N. Schaefer, S. Meyer, University of Florida

Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer’s Disease
R. Mogharabnia, J. Wojtusiak, George Mason University

Topic Modeling in Opioid Dependence Treatment Reviews
S. Omranian, S. McRoy, University of Wisconsin Milwaukee

Estimating Time Demand for Physicians in a Direct Primary Care Setting
Y. Park, I. Sylla, IBM Research; S. Ballen, R-Health Inc; A. Das, IBM Research

Developing an ePRO Asthma App for Spanish-speaking Latino Patients
S. Perez, Brigham and Women's Hospital; A. Dalal, J. Rodriguez, Brigham and Women's Hospital, Harvard Medical School; R. Rudin, RAND Corporation

Development and Evaluation of the Data Quality Toolkit: Toward Collaborative Improvement of Data Quality in Healthcare Organizations
A. Rahman, F. Emdad, G. Koru, University of Maryland, Baltimore County

Rapid Deployment of Hospital Information System Integrated Novel COVID-19 Test Result Monitoring and Surveillance Solution in 40 U.S. Hospitals
D. Ratner, M. Zuzik, H. Singh, A. Stanley, K. Kavooras, Document Storage Systems, Inc.; D. LaBorde, Iconic Data Inc., Brain Trust Advisors, LLC, Document Storage Systems, Inc.

Coordination and Interoperability of Dengue Health Information Systems that Collect Patient Data in Perú During the 2017 Epidemic
J. Silva Valencia, Universidad Nacional Mayor de San Marcos

Mining Insights from User-generated Content on  Thrive with Me, an mHealth Platform for Men Living with HIV: Demonstration of a Novel Machine Learning–aided Thematic Analysis
S. Skeen, S. Jones, C. Cruse, A. Palazzolo, Hunter College of the City University of New York; K. Horvath, San Diego State University

Informing Colorectal Cancer Screening in Northern Canada Using Participatory Simulation Modeling
H. Smith, University of Ottawa, The Ottawa Hospital; J. Yong, Canadian Partnership Against Cancer; K. Kandola, Department of Health and Social Services; R. Boushey, The Ottawa Hospital; C. Kuziemsky, MacEwan University

A Harmonized Framework to Evaluate Impacts of ECHO Pain and Opioid Training on Patients and Clinicians
L. Tran, R. Gouripeddi, J. Facelli, University of Utah

The Spectrum of Practice Facilitation Activity: the Healthy Hearts in the Heartland Collaborative
J. Ye, Northwestern University, The Center for Health Information Partnerships; A. Wang, Northwestern University; J. Bannon, A. Kho, Northwestern University, The Center for Health Information Partnerships; N. Soulakis, Northwestern University; T. Walunas, Northwestern University, The Center for Health Information Partnerships

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Evaluating the Utility of a Picture Description Task for Monitoring Progression of ALS at Home
C. Agurto, G. Cecchi, M. Pietrowicz, IBM; D. Ramamoorthy, Massachusetts Institute of Technology; L. Wilde, IBM; E. Mosmiller, E. Baxi, N. Maragakis, Johns Hopkins University; J. Berry, Massachusetts General Hospital; E. Fraenkel, Massachusetts Institute of Technology; J. Rothstein, Johns Hopkins University; R. Norel, IBM

Drug Repositioning for Colorectal Cancer Patient Subgroups Using Exploratory Mining and Network Analysis
Z. Al-Taie, D. Liu, University of Missouri-Columbia; C. Papageorgiou, J. Kaifi, School of Medicine, University of Missouri-Columbia; J. Mitchem, University of Missouri-Columbia, Harry S. Truman Memorial Veterans’ Hospital; C. Shyu, University of Missouri-Columbia

Use of the Open ROBOKOP Knowledge Graph–based Application to Provide Mechanistic Explanations for Observed Associations between Environmental Exposures and Immune-mediated Diseases
K. Fecho, C. Bizon, University of North Carolina at Chapel Hill; F. Miller, S. Schurman, C. Schmitt, W. Xue, National Institute of Environmental Health Sciences; P. Wang, K. Morton, CoVar Applied Technologies; S. Cox, University of North Carolina at Chapel Hill; A. Tropsha, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill

Software Development, Gamification and Usability: Improving the User Experience on an Educational Gaming App
A. Guzman, B. Ozaydin, J. Willig, University of Alabama at Birmingham

Creating a Myxoma Virus Knowledgebase Annotated with BioBERT, a Pre-trained Biomedical Language Processing Model for Biomedical Text-mining, to Characterize Genomic Variation of Virus Strains
Y. Hsiao, Arizona State University; P. Derdeyn, University of California Irvine; C. Yoo, Arizona State University

The All of Us Research Program Researcher Workbench Phenotype Library: Five Disease Implementations
I. Humes, R. Loperena-Cortes, M. Basford, K. Mayo, J. DiPaolo, D. Schlueter, J. Qian, W. Wei, R. Carroll, Vanderbilt University Medical Center; D. Glazer, Verily Life Sciences; P. Harris, Vanderbilt University Medical Center; A. Philippakis, Broad Institute; D. Roden, A. Ramirez, Vanderbilt University Medical Center

Designing Android, iOS Apps for Mobile-enhanced Prevention Support (MEPS) for Men who have Sex with Men (MSM) and Transgender Women (TW) Leaving Jail in South Los Angeles
S. Mukherjee, Charles R. Drew University of Medicine And Science; G. Edwards, G. Edwards, University of California Los Angeles

Comparing Data Quality in EHR Data between an Oncology and Diverse Populations Using the OMOP Common Data Model
Y. Zhang, M. Gurley, F. Wehbe, Northwestern University Feinberg School of Medicine

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