Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study

BackgroundRecent attempts at clinical phenotyping for sepsis have shown promise in identifying groups of patients with distinct treatment responses. Nonetheless, the replicability and actionability of these phenotypes remain an issue because the patient trajectory is a functi...

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Bibliographic Details
Main Authors: Aaron Boussina, Gabriel Wardi, Supreeth Prajwal Shashikumar, Atul Malhotra, Kai Zheng, Shamim Nemati
Format: Article
Language:English
Published: JMIR Publications 2023-06-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2023/1/e45614