A hybrid system to understand the relations between assessments and plans in progress notes. - Jifan Gao; Shilu He; Junjie Hu; Guanhua Chen 002 (J. Biomed. Informatics, 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 002; Lukasz Charzewski; Zofia Nawalany; Ivan Brugere; Renata Retkute; Alidivinas Prusokas; et al. (J. Am. Medical Informatics Assoc., 2023)

MCCE: Missingness-aware Causal Concept Explainer. - Jifan Gao; Guanhua Chen (CoRR, 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 002; Anoop M. Mayampurath; Matthew M. Churpek; Majid Afshar (J. Am. Medical Informatics Assoc., 2024)

Fair prediction of 2-year stroke risk in patients with atrial fibrillation. - Jifan Gao; Philip Mar; Zheng-Zheng Tang; Guanhua Chen 002 (J. Am. Medical Informatics Assoc., 2024)

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, 2025)