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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Detalles Bibliográficos
Autores principales: Wamil, Malgorzata, Hassaine, Abdelaali, Rao, Shishir, Li, Yikuan, Mamouei, Mohammad, Canoy, Dexter, Nazarzadeh, Milad, Bidel, Zeinab, Copland, Emma, Rahimi, Kazem, Salimi-Khorshidi, Gholamreza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10350454/
https://www.ncbi.nlm.nih.gov/pubmed/37455284
http://dx.doi.org/10.1038/s41598-023-38251-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10350454/
https://www.ncbi.nlm.nih.gov/pubmed/37455284
http://dx.doi.org/10.1038/s41598-023-38251-1

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