Education Catalog

More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA Read the abstract Presenters Moderator Watch the Recording Statement of Purpose As machine learning (ML) enabled technologies are introduced into clinical care, it is crucial to evaluate their safety and efficacy. While the benefits [...]

Leveraging natural language processing to augment structured social determinants of health data in the electronic health record Read the abstract Watch the Recording Presenters Manager Learning Objectives Participants should be able to: Describe sources of social determinant of health information in the electronic health record (EHR), differentiating between structured data [...]

Using AI-generated suggestions from ChatGPT to optimize clinical decision support Read the abstract Watch the Recording Presenters Manager Statement of Purpose Alert fatigue is a pressing issue. In this study, we evaluated the feasibility of using ChatGPT to generate suggestions for improving the specificity of alert logic. The suggestions generated [...]

EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension Read the abstract Watch the Recording Speakers Manager Moderator Statement of Purpose When it comes to practicing evidence-based medicine, the PICO framework is the most widely adopted model for structuring clinical questions for clinical evidence retrieval. This work goes [...]

Evaluating resources composing the PheMAP knowledge Read the abstract Presenter Manager Moderator Watch the Recording Statement of Purpose Phenotyping and related algorithm design using electronic health record (EHR) data can be challenging and time-consuming. The PheMAP knowledge base was created to streamline the phenotyping process in EHR data. PheMAP is [...]