Patient risk stratification for hospital-associated C. diff as a time-series classification task

A patient's risk for adverse events is affected by temporal processes including the nature and timing of diagnostic and therapeutic activities, and the overall evolution of the patient's pathophysiology over time. Yet many investigators ignore this temporal aspect when modeling patient out...

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Bibliographic Details
Main Authors: Wiens, Jenna Anne Marleau, Guttag, John V, Horvitz, Eric
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Neural Information Processing Systems Foundation, Inc 2021
Online Access:https://hdl.handle.net/1721.1/129391