Selected Publications

• MCCE: Missingness-aware Causal Concept Explainer
  Gao J, Chen G - arXiv preprint, 2024
• Crowd-sourced Machine Learning Prediction of Long COVID Using Data from the National COVID Cohort Collaborative
  Bergquist T, Loomba J, Pfaff E, Xia F, Zhao Z, Zhu Y, [et al, including Gao J] - EBioMedicine, 2024
• Fair Prediction of Two-year Stroke Risks in Patients with Atrial Fibrillation
  Gao J, Mar P, Tang Z, Chen G - Journal of the American Medical Informatics Association, 2024
• Automated Stratification of Trauma Injury Severity across Multiple Body Regions Using Multi-modal, Multi-class Machine Learning Models
  Gao J, Chen G, O’Rourke AP, Caskey J, Carey K, Oguss M, Stey A, Dligach D, Miller T, Mayampurath A, Churpek MM - Journal of the American Medical Informatics Association, 2024
• Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research
  Golob JL, Oskotsky TT, Tang A, Roldan A, Chung V, Ha CW, Wong R, Flynn K, [et al, including Gao J] - Cell Reports Medicine, 2024
• Evaluation of Crowdsourced Mortality Prediction Models as a Framework for Assessing AI in Medicine
  Bergquist T, Schaffter T, Yan Y, Yu T, Prosser J, Gao J, Chen G, et al - Journal of the American Medical Informatics Association, 2024
• A Hybrid System to Understand the Relations Between Assessments and Plans in Progress Notes
  Gao J, He S, Hu J, Chen G - Journal of Biomedical Informatics, 2023
• A Framework for Future National Pediatric Pandemic Respiratory Disease Severity Triage: The HHS Pediatric COVID-19 Data Challenge
  Bergquist T, Wax M, Bennett TD, Moffitt R, Gao J, Chen G, Telenti A - Journal of Clinical and Translational Science, 2023
• More Generalizable Models for Sepsis Detection under Covariate Shift
  Gao J, Mar PL, Chen G - AMIA Summits on Translational Science Proceedings, 2021
• A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization
  Yan Y, Schaffter T, Bergquist T, Yu T, Prosser J, Aydin Z, Jabeer A, Brugere I, Gao J, Chen G, Causey J. - JAMA Network Open, 2021