Topic: Intro to EHR Guest Lecturer Dr. Eric Strobl will lead the discussion on the fundamentals of EHR EHR fundamentals OMOP Common Data Model Codified data Diagnoses Procedures Medications Labs Narrative data NLP pipelines EHR data quality Uses of EHR data Bias in EHR data
Topic: Use of Machine Learning to Address Bias in EHR Guest speaker Dr. Olga Kravchenko will lead the discussion on machine learning, giving real world examples with her expertise on developing AI/ML applications in family medicine and primary care.
Topic: Introduction to "All of Us" and study design for hands on sessions This lecture will be led by Dr. Richard Boyce, professor in Biomedical Informatics.
Topic: Hands on Session pt. 1 Trainee Shruthi Venkatesh will lead the group in a hands-on session.
Topic: Hands on Session pt. 2 Trainee Shruthi Venkatesh will lead the group in the final hands-on session
Topic: Hands on Session focusing on the use of large language models The seminar will be led by Dr. Yashan Wang, centering on models for Alzheimer's disease research
Focus: Bayesian network I: model Please email jul291@pitt.edu for access to the Zoom link.
Focus: Bayesian network II: learning and inference Please email jul291@pitt.edu for access to the Zoom link.
Focus: Hierarchical clustering, pathway enrichment analysis Please email jul291@pitt.edu for access to the Zoom link.
Focus: Mixture models as a special case of Bayesian networks Please email jul291@pitt.edu for access to the Zoom link.
