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

BACKGROUND: Recent 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 function of both the patient...

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Detalles Bibliográficos
Autores principales: Boussina, Aaron, Wardi, Gabriel, Shashikumar, Supreeth Prajwal, Malhotra, Atul, Zheng, Kai, Nemati, Shamim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10337434/
https://www.ncbi.nlm.nih.gov/pubmed/37351927
http://dx.doi.org/10.2196/45614

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10337434/
https://www.ncbi.nlm.nih.gov/pubmed/37351927
http://dx.doi.org/10.2196/45614

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