Agenda
View our 5th Annual Big Data Conference Agenda
5th Annual Big Data Conference Agenda
| 8:50 AM – 9:00 AM | Welcome Remarks |
| Hongzhe Li, PhD Vice Chair of Research Integration, Professor of Biostatistics, Epidemiology and Informatics, University of Pennsylvania | |
| 9:00 AM – 9:50 AM | Keynote Address |
| Lucila Ohno-Machado, MD, MBA, PhD Yale University AI in Academic Medicine: Opportunities and Challenges | |
| 9:50 AM – 10:40 AM | Session 1: LLM in EHR and Imaging |
| Zhi Huang, PhD University of Pennsylvania, Pathology and DBEI Talk Title (Zoom Presentation): Human-AI collaboration for pathology image analysis and clinical decision-making Degui Zhi, MS, PhD University of Texas at Houston Talk Title: Clinical Foundation Models for Structured Clinical Data | |
| 10:40 AM – 11:00 AM | Coffee Break |
| 11:00 AM – 11:50 AM | Session 2: Predictive Health Systems |
| Mark Yatskar, PhD University of Pennsylvania, CIS Talk Title: From Papers to Predictions: Making PubMed Actionable for Medical AI Systems Qi Long, PhD University of Pennsylvania, DBEI Talk Title: Responsible Agentic AI for Medicine? | |
| 11:50 AM – 1:00 PM | Lunch Break |
| 1:00 PM – 1:50 PM | Session 3: Beyond Simple Prediction: AI/ML |
| Zhimei Ren, PhD University of Pennsylvania, Statistics and Data Science Talk Title: ACS: An interactive framework for conformal selection Xiaotian Hou, PhD University of Pennsylvania, DBEI Talk Title: FactTest: Factuality Testing in Large Language Models | |
| 1:50 PM – 2:40 PM | Session 4: ML/AI in Medicine and Public Health |
| Chair: Jinbo Chen, PhD Professor of Biostatistics, University of Pennsylvania Hamsa Bastani, PhD University of Pennsylvania, The Wharton School Talk Title: Improving Public Health Outcomes via Machine Learning Pratik Chaudhari, PhD University of Pennsylvania, CIS and ESE Talk Title: Learning From Small Data | |
| 2:40 PM – 3:00 PM | Coffee Break |
| 3:00 PM – 3:50 PM | Session 5: Genomics and Genetics |
| Pablo Gonzalez-Cámara, PhD University of Pennsylvania, Genetics Talk Title: Geometric and topological methods for cancer genomics Dokyoom Kim, PhD University of Pennsylvania, DBEI Talk Title: Advancing Precision Medicine: Polygenic Risk Scores and Beyond | |
| 3:50 PM – 5:00 PM | Poster Session and Reception |