Jifan Gao

Postdoc, Dana-Farber Cancer Institute

Joined

September 2024

Names

Jifan Gao (Preferred)

Emails

****@wisc.edu (Confirmed)

,

****@ds.dfci.harvard.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Dana-Farber Cancer Institute (dfci.harvard.edu)

2025 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

explainable AI

Present

medical informatics

Present

multimodal learning

Present

EHR

Present

Publications

MoMA: a mixture-of-multimodal-agents architecture for enhancing clinical prediction modelling
Jifan Gao, Mahmudur Rahman, John Caskey, Madeline Oguss, Ann O’Rourke, Randall Brown, Anne Stey, Anoop Mayampurath, Matthew Churpek, Guanhua Chen, Majid Afshar
- npj digital medicine
- Readers: Everyone
Count-Based Approaches Remain Strong: A Benchmark Against Transformer and LLM Pipelines on Structured EHR
Jifan Gao, Michael Rosenthal, Brian Wolpin, Simona Cristea
- GenAI4Health 2025 Poster
- Readers: Everyone
Fair prediction of 2-year stroke risk in patients with atrial fibrillation
Jifan Gao, Philip Mar, Zheng-Zheng Tang, Guanhua Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
A hybrid system to understand the relations between assessments and plans in progress notes
Jifan Gao, Shilu He, Junjie Hu, Guanhua Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
MCCE: Missingness-aware Causal Concept Explainer
Jifan Gao, Guanhua Chen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors