Machine learning profiles of cardiovascular risk in patients with diabetes mellitus: the Silesia Diabetes-Heart Project

Machine learning profiles of cardiovascular risk in patients with diabetes mellitus: the Silesia Diabetes-Heart Project

Abstract Aims As cardiovascular disease (CVD) is a leading cause of death for patients with diabetes mellitus (DM), we aimed to find important factors that predict cardiovascular (CV) risk using a machine learning (ML) approach. Methods and results We performed a single center, observational study i...

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Bibliographic Details
Main Authors: Hanna Kwiendacz, Agata M. Wijata, Jakub Nalepa, Julia Piaśnik, Justyna Kulpa, Mikołaj Herba, Sylwia Boczek, Kamil Kegler, Mirela Hendel, Krzysztof Irlik, Janusz Gumprecht, Gregory Y. H. Lip, Katarzyna Nabrdalik
Format: Article
Language:English
Published: BMC 2023-08-01
Series:Cardiovascular Diabetology
Subjects:
Diabetes mellitus
Machine learning
Cardiovascular disease
Prediction model
Michigan neuropathy screening instrument
Online Access:https://doi.org/10.1186/s12933-023-01938-w

Internet

https://doi.org/10.1186/s12933-023-01938-w

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