Jifan Gao

According to our database, Jifan Gao authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MoMA: a mixture-of-multimodal-agents architecture for enhancing clinical prediction modelling.

Jifan Gao, Mahmudur Rahman, John R. Caskey, Madeline Oguss, Ann P. O'Rourke, Randall Brown, Anne Stey, Anoop M. Mayampurath, Matthew M. Churpek, Guanhua Chen, Majid Afshar

npj Digit. Medicine, 2026

Explainable multimodal deep learning models for variable-length sequences in critically ill patients.

Jennifer Martin, Majid Afshar, Askar Safipour Afshar, John R. Caskey, Dmitriy Dligach, Yanjun Gao, Jifan Gao, Guanhua Chen, Anoop M. Mayampurath, Matthew M. Churpek

J. Biomed. Informatics, 2026

2025

Count-Based Approaches Remain Strong: A Benchmark Against Transformer and LLM Pipelines on Structured EHR.

Jifan Gao, Michael H. Rosenthal, Brian Wolpin, Simona Cristea

CoRR, November, 2025

MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling.

Jifan Gao, Mahmudur Rahman, John R. Caskey, Madeline Oguss, Ann P. O'Rourke, Randy Brown, Anne Stey, Anoop M. Mayampurath, Matthew M. Churpek, Guanhua Chen, Majid Afshar

CoRR, August, 2025

2024

Fair prediction of 2-year stroke risk in patients with atrial fibrillation.

Jifan Gao, Philip Mar, Zheng-Zheng Tang, Guanhua Chen

J. Am. Medical Informatics Assoc., 2024

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.

Jifan Gao, Guanhua Chen, Ann P. O'Rourke, John R. Caskey, Kyle A. Carey, Madeline Oguss, Anne Stey, Dmitriy Dligach, Timothy Miller, Anoop M. Mayampurath, Matthew M. Churpek, Majid Afshar

J. Am. Medical Informatics Assoc., 2024

MCCE: Missingness-aware Causal Concept Explainer.

Jifan Gao, Guanhua Chen

CoRR, 2024

2023

Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine.

Timothy Bergquist, Thomas Schaffter, Yao Yan, Thomas Yu, Justin Prosser, Jifan Gao, Guanhua Chen, Lukasz Charzewski, Zofia Nawalany, Ivan Brugere, Renata Retkute, Alidivinas Prusokas, Augustinas Prusokas, Yonghwa Choi, Sanghoon Lee, Junseok Choe, Inggeol Lee, Sunkyu Kim, Jaewoo Kang, Sean D. Mooney, Justin Guinney

J. Am. Medical Informatics Assoc., December, 2023

A hybrid system to understand the relations between assessments and plans in progress notes.

Jifan Gao, Shilu He, Junjie Hu, Guanhua Chen

J. Biomed. Informatics, May, 2023