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Advancing diabetes prediction with a progressive self-transfer learning framework for discrete time series data

Although diabetes mellitus is a complex and pervasive disease, most studies to date have focused on individual features, rather than considering the complexities of multivariate, multi-instance, and time-series data. In this study, we developed a novel diabetes prediction model that incorporates the...

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Detalles Bibliográficos
Autores principales: Lim, Heeryung, Kim, Gihyeon, Choi, Jang-Hwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10687240/
https://www.ncbi.nlm.nih.gov/pubmed/38030750
http://dx.doi.org/10.1038/s41598-023-48463-0