Optimizing diabetes classification with a machine learning-based framework

Abstract Background Diabetes is a metabolic disorder usually caused by insufficient secretion of insulin from the pancreas or insensitivity of cells to insulin, resulting in long-term elevated blood sugar levels in patients. Patients usually present with frequent urination, thirst, and hunger. If le...

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Bibliographic Details
Main Authors: Xin Feng, Yihuai Cai, Ruihao Xin
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-023-05467-x