Identification and epidemiological characterization of Type-2 diabetes sub-population using an unsupervised machine learning approach

BACKGROUND: Studies on Type-2 Diabetes Mellitus (T2DM) have revealed heterogeneous sub-populations in terms of underlying pathologies. However, the identification of sub-populations in epidemiological datasets remains unexplored. We here focus on the detection of T2DM clusters in epidemiological dat...

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Detalles Bibliográficos
Autores principales: Bej, Saptarshi, Sarkar, Jit, Biswas, Saikat, Mitra, Pabitra, Chakrabarti, Partha, Wolkenhauer, Olaf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9142500/
https://www.ncbi.nlm.nih.gov/pubmed/35624098
http://dx.doi.org/10.1038/s41387-022-00206-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9142500/
https://www.ncbi.nlm.nih.gov/pubmed/35624098
http://dx.doi.org/10.1038/s41387-022-00206-2

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