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...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
BMC
2023-11-01
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Series: | BMC Bioinformatics |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12859-023-05467-x |