Publications
Publications from Sunlab. For a complete, up-to-date list with citation metrics, see Google Scholar.
2023 (2 publications)
Zifeng Wang, Chufan Gao, Cao Xiao, Jimeng Sun
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
Jimeng Sun, 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)
Yue Zhao, Zhi Qiao, Cao Xiao, Lucas Glass, Jimeng Sun
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