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A novel method to derive personalized minimum viable recommendations for type 2 diabetes prevention based on counterfactual explanations

Despite the growing availability of artificial intelligence models for predicting type 2 diabetes, there is still a lack of personalized approaches to quantify minimum viable changes in biomarkers that may help reduce the individual risk of developing disease. The aim of this article is to develop a...

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Detalles Bibliográficos
Autores principales: Lenatti, Marta, Carlevaro, Alberto, Guergachi, Aziz, Keshavjee, Karim, Mongelli, Maurizio, Paglialonga, Alessia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9671330/
https://www.ncbi.nlm.nih.gov/pubmed/36395096
http://dx.doi.org/10.1371/journal.pone.0272825