Caitlin E. Coombes

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 6

Top Topics

Temporal Abstractions

Pattern Recognition

Top Venues

BMC Medical Informatics Decis. Mak.

J. Am. Medical Informatics Assoc.

Publications

Zachary B. Abrams, Caitlin E. Coombes, Suli Li, Kevin R. Coombes
Mercator: a pipeline for multi-method, unsupervised visualization and distance generation. Bioinform. 37 (17) (2021)
Caitlin E. Coombes, Kevin R. Coombes, Naleef Fareed
A novel model to label delirium in an intensive care unit from clinician actions. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Zachary B. Abrams, Dwayne G. Tally, Lin Zhang, Caitlin E. Coombes, Philip R. O. Payne, Lynne V. Abruzzo, Kevin R. Coombes
Pattern recognition in lymphoid malignancies using CytoGPS and Mercator. BMC Bioinform. 22 (1) (2021)
Caitlin E. Coombes, Xin Liu, Zachary B. Abrams, Kevin R. Coombes, Guy N. Brock
Simulation-derived best practices for clustering clinical data. J. Biomed. Informatics 118 (2021)
Caitlin E. Coombes, Zachary B. Abrams, Samantha Nakayiza, Guy N. Brock, Kevin R. Coombes
Umpire 2.0: Simulating realistic, mixed-type, clinical data for machine learning. F1000Research 9 (2020)
Caitlin E. Coombes, Zachary B. Abrams, Suli Li, Lynne V. Abruzzo, Kevin R. Coombes
Unsupervised machine learning and prognostic factors of survival in chronic lymphocytic leukemia. J. Am. Medical Informatics Assoc. 27 (7) (2020)