Publications

A selection of Dr. Sun's academic publications. He has published over 400 papers with more than 36,000 citations and an h-index of 96.

2023 (2 publications)

MediTab: scaling medical tabular data predictors via data consolidation, enrichment, and refinement
Wang, Zifeng and Gao, Chufan and Xiao, Cao and Sun, Jimeng

arXiv preprint arXiv:2305.12081, 2023

This paper presents a comprehensive approach to scaling medical tabular data predictors through innovative data consolidation, enrichment, and refinement techniques.

DOI: 10.48550/arXiv.2305.12081

Deep Learning for EHR
Healthcare Data Mining
Predictive Modeling
AI for Healthcare Workshop: Bridging Theory and Practice
Sun, Jimeng and Collaborators

Workshop at NeurIPS 2023, 2023

A comprehensive workshop exploring the practical applications of AI in healthcare settings.

Healthcare Data Mining
Clinical Decision Support

2021 (1 publications)

PyHealth: A Python Library for Health Predictive Models
Zhao, Yue and Qiao, Zhi and Xiao, Cao and Glass, Lucas and Sun, Jimeng

arXiv preprint arXiv:2101.04209, 2021

PyHealth is introduced as a comprehensive Python library designed for developing and evaluating health predictive models using electronic health records.

DOI: 10.48550/arXiv.2101.04209

Deep Learning for EHR
Healthcare Data Mining
Predictive Modeling