Informatics Summit AI Showcase 2023
AI Showcase - Session 1 | Stage 1
March 13, 2023 | 3:30 p.m. - 5:00 p.m.
- Machine Learning Based Dental Caries Prediction Model Using Matched Electronic Dental Records and Social Determinants of Health Data
- Breast Cancer CArdiotoxicity Risks prEdiction (CARE) Tool: Approach and Evaluation
- Privacy-preserving Surgical Phase Recognition with Federated Learning in Robot-assisted Surgery
- Development and Validation of a Machine Learning Model for Early Detection of Pediatric Sepsis
- Classifying In Basket Message Acuity
- Explainable Clinical Decision Support System for Patient Rehabilitation Outcomes Prediction After Spinal Deformity Surgery
- Optimizing the Identification and Prediction of Statin Intolerance to Improve Statin Adherence Using Natural Language Processing and Machine Learning
Poster Session 1
March 13, 2023 | 5:00 p.m. - 6:30 p.m.
- Optimizing the Identification and Prediction of Statin Intolerance to Improve Statin Adherence Using Natural Language Processing and Machine Learning
- Predicting and Preventing Hospital Deterioration
- Al-enabled Rib Fracture Diagnostic Tool
- Developing a Neurosurgery Readmission Reduction Program (NSRRP) in an Adult Academic Health Center
- Towards a Holistic Understanding of a Patient's History Using Clinical Narratives Enabled with a Clinical Language Model
- Natural Language Processing-driven State Machines to Extract Social Needs from Unstructured Clinical Documentation
- Discrimination, calibration, and point estimate accuracy of GRU-D-Weibull architecture for real-time individualized endpoint prediction
- "Productionizing deep learning model for triaging immunohistochemisty (IHC) images
- Automated machine learning in analysis Hepatitis B virus DNA laboratory results and decision support for prevention of fulminant liver failure
- AI for Assisting Gene Indexing at the National Library of Medicine Stage I: an improved gene name recognition and normalization algorithm
- Predicting the likelihood of urinary bladder carcinoma progression / recurrence using natural language processing and applied data science to create point-of-care assistive clinical-decision support tools"
- Prediction of emergency visits of diabetic patients using integrated social determinants of health with electronic medical records
- Moment-to-moment surgical skill assessmen in robotic surgery
- Prototype Inception Model for Artificial Intelligence Translation: Perioperative Patient Assessment and Outcome Prediction in Department of Surgery
- An Explainable Boosting Machine model to predict treatment of children at risk of sepsis within 6 hours of triage
AI Showcase - Session 2 | Stage 1
March 14, 2023 | 1:30 p.m. - 3:00 p.m.
- SCOUT: An Natural Language Processing Tool to Automate Surgical Quality Assessment
- Evaluation of the Trauma Intervention Prediction (TIP) Platform for the Implementation of an Intervention-Based Trauma Triage Prediction Model
- Extracting meaningful social signals from patient-provider interactions
- Mortality Risk Prediction for Patients with Chronic Diseases Using Electronic Health Records
- A Machine Learning System to Enable Enhanced Decision Making for Outpatient Care in Oncology Patients
- Utilizing Artificial Intelligence to Process Incoming Referral Documents: Technical Performance Study
