Stratification of diabetes in the context of comorbidities, using representation learning and topological data analysis

Diabetes is a heterogenous, multimorbid disorder with a large variation in manifestations, trajectories, and outcomes. The aim of this study is to validate a novel machine learning method for the phenotyping of diabetes in the context of comorbidities. Data from 9967 multimorbid patients with a new...

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Main Authors: Wamil, M, Hassaine, A, Rao, S, Li, Y, Mamouei, M, Canoy, D, Nazarzadeh, M, Bidel, Z, Copland, E, Rahimi, K, Salimi-Khorshidi, G
格式: Journal article
语言:English
出版: Springer Nature 2023