Machine Learning for Screening Microvascular Complications in Type 2 Diabetic Patients Using Demographic, Clinical, and Laboratory Profiles

Machine Learning for Screening Microvascular Complications in Type 2 Diabetic Patients Using Demographic, Clinical, and Laboratory Profiles

Microvascular complications are one of the key causes of mortality among type 2 diabetic patients. This study was sought to investigate the use of a novel machine learning approach for predicting these complications using only the patient demographic, clinical, and laboratory profiles. A total of 96...

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Bibliographic Details
Main Authors: Mamunur Rashid, Mohanad Alkhodari, Abdul Mukit, Khawza Iftekhar Uddin Ahmed, Raqibul Mostafa, Sharmin Parveen, Ahsan H. Khandoker
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Journal of Clinical Medicine
Subjects:
microvascular complications
cardiac autonomic neuropathy
diabetic peripheral neuropathy
diabetic nephropathy
diabetic retinopathy
patient profiles
Online Access:https://www.mdpi.com/2077-0383/11/4/903

Internet

https://www.mdpi.com/2077-0383/11/4/903

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