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

• প্রধান লেখক: Aaron Boussina (লেখক), Gabriel Wardi (লেখক), Supreeth Prajwal Shashikumar (লেখক), Atul Malhotra (লেখক), Kai Zheng (লেখক), Shamim Nemati (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: JMIR Publications, 2023-06-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: Connect to this object online.

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 function of both the patient&#...