John D. Greene

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Probabilistic Model

Expectation Maximization

Health Information Technology

Top Venues

J. Biomed. Informatics

J. Am. Medical Informatics Assoc.

Publications

Alan David Kaplan, Priyadip Ray, John D. Greene, Vincent X. Liu
Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models. CoRR (2024)
Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray
Unsupervised probabilistic models for sequential Electronic Health Records. J. Biomed. Informatics 134 (2022)
Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray
Unsupervised Probabilistic Models for Sequential Electronic Health Records. CoRR (2022)
Rui Meng, Braden Soper, Herbert K. H. Lee, Vincent X. Liu, John D. Greene, Priyadip Ray
Nonstationary multivariate Gaussian processes for electronic health records. J. Biomed. Informatics 117 (2021)
Alison E. Fohner, John D. Greene, Brian L. Lawson, Jonathan H. Chen, Patricia Kipnis, Gabriel J. Escobar, Vincent X. Liu
Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Michael B. Mayhew, Brenden K. Petersen, Ana Paula Sales, John D. Greene, Vincent X. Liu, Todd S. Wasson
Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models. J. Biomed. Informatics 78 (2018)