Scholar
Irene Y. Chen
Google Scholar ID: Du51uRIAAAAJ
Assistant Professor, UC Berkeley and UC San Francisco
Citations & Impact
Citations
4,259
H-index
19
i10-index
22
Publications
20
Co-authors
15
list available
Publications
Resume (English only)
Academic Achievements
- Apr 2025: Paper on LLMs for understanding treatment switching published in npj Digital Medicine; work on treatment non-adherence bias accepted to CHIL 2025
- Feb 2025: Paper on clinical AI deployments in NEJM AI; paper on reporting guidelines for generative AI in Nature Medicine
- Dec 2024: Best Findings Paper Award at ML4H 2024 for LLM-based analysis of SDOH in liver transplants
- Aug 2024: 'The Data Addition Dilemma' published at MLHC 2024
- June 2024: Paper on LLM guidelines for maternal health presented at FAccT 2024
- Apr 2024: Named Google Research Scholar for project on modeling access to care
- Feb 2024: Received Apple Machine Learning Research grant on data accumulation
- Feb 2024: Collaborative research with Dr. Jin Ge awarded ACG’s Leonidas H. Berry Health Equity Research Award
- Feb 2024: Poster on health disparities in treatment switching rationales won Best Poster at CERSI Scientific Symposium 2024
- Recipient of multiple honors: Rising Star in AI (Harvard CRCS 2021), Rising Star in EECS (UC Berkeley 2021), Rising Star in ML (UMD 2021), NeurIPS Top 400 Reviewer (2019), Seth J. Teller Award for Excellence, Inclusion, and Diversity (2018)
