Advanced deep feature engineering with crayfish optimization for diabetes detection using tongue images

Abstract Biomedical imaging has developed as a non-invasive and effective approach for early disease diagnosis and health monitoring. Diabetes mellitus (DM) is a severe metabolic disease with a high global incidence, characterized by the improper secretion of insulin in the pancreas, which results i...

Full description

Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Ghada Moh. Samir Elhessewi, Mukhtar Ghaleb, Hany Mahgoub, Achraf Ben Miled, Nojood O. Aljehane, Mohammed Yahya Alzahrani, Hamad Almansour, Sultan Alanazi
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-09-01
Subjects:	Diabetes mellitus Tongue images Crayfish optimization algorithm Feature engineering Temporal convolutional network Biomedical imaging
Online Access:	https://doi.org/10.1038/s41598-025-14780-9