Recent Talks

Innovating at the Intersection of Clinical AI and Data-Centric Methods
Addressing the Missing Context Problem in Foundation Models for Healthcare
The Missing Context Problem in Foundation Models for Healthcare
Uncharted: The Road to Data-Centric Benchmarking for Medical Foundation Models
UCSF and the Zuckerberg San Francisco General Hospital (ZSFG), 2024-04-29
Generative AI for Electronic Health Records
UC Berkeley/UCSF CPH's Doctoral Seminar Series, 2024-02-28
Generative AI for Electronic Medical Records
The Fred Hutchinson Cancer Center, 2024-02-01
Generative AI for Electronic Health Records
Responsible Language Models in Healthcare Require Data-Centric AI
Health Informatics Grand Rounds, University of Pittsburgh, 2023-12-15
Model Hubs for Medical AI: How Far is Our 'Hugging Face' Moment?
Snorkel AI: Enterprise LLM Virtual Summit, 2023-10-26
Better not Bigger: Distilling LLMs into Specialized Models
Deloitte, 2023-09-12
Realizing the Promise of Foundation Models in Healthcare
AHLI The Conference on Health, Inference, and Learning (CHIL) 2023, 2023-06-23
Invited Panelist: Generalizability in Machine Learning for Health: Critical for Robustness or a Distraction from Specific Validation?
Pistoia Alliance, 2023-06-20
Realizing the Promise of Foundation Models in Healthcare
2023 Stanford AIMI Symposium: Generative AI in Health, 2023-06-06
Generative AI for Electronic Health Records
NHLBI/NIH, 2023-05-17
Realizing the Promise of Foundation Models in Healthcare
Stanford BMIR Colloquium, 2023-04-13
Realizing the Promise of Foundation Models in Healthcare
Pfizer AI/ML Community of Practice, 2023-03-28
Realizing the Promise of Foundation Models in Healthcare
2022 INFORMS Annual Meeting, 2022-11-16
The Road to Data-Centric Machine Learning in Healthcare
Tempus, 2022-08-28
The Road to Data-Centric Machine Learning in Healthcare
Snorkel AI: The Future of Data-Centric AI Workshop, 2022-08-03
Programmatic Labeling for Data-Centric NLP
2021 Stanford AIMI Center Symposium, 2021-08-03
Data-centric Medical AI with Weak Supervision