Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models. - Michael B. Mayhew; Brenden K. Petersen; Ana Paula Sales; John D. Greene; Vincent X. Liu; Todd S. Wasson (J. Biomed. Informatics, 2018)

Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning. - Alison E. Fohner; John D. Greene; Brian L. Lawson; Jonathan H. Chen; Patricia Kipnis; Gabriel J. Escobar; Vincent X. Liu (J. Am. Medical Informatics Assoc., 2019)

Nonstationary multivariate Gaussian processes for electronic health records. - Rui Meng; Braden Soper; Herbert K. H. Lee; Vincent X. Liu; John D. Greene; Priyadip Ray (J. Biomed. Informatics, 2021)

Unsupervised probabilistic models for sequential Electronic Health Records. - Alan David Kaplan; John D. Greene; Vincent X. Liu; Priyadip Ray (J. Biomed. Informatics, 2022)

Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models. - Alan David Kaplan; Priyadip Ray; John D. Greene; Vincent X. Liu (CoRR, 2024)

Prediction of 1 and 2 week nonelective hospitalization and sepsis hospitalization risk in adults. - Vincent X. Liu; Gabriel J. Escobar; Liam D. O'Suilleabhain; Khanh K. Thai; David Schlessinger; Laura C. Myers; John D. Greene; Fernando Barreda; Lawrence Gerstley; Patricia Kipnis (npj Digit. Medicine, 2025)