DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network

Abstract Non-Insulin-Dependent Diabetes Mellitus (NIDDM) is a chronic health condition caused by high blood sugar levels, and if not treated early, it can lead to serious complications i.e. blindness. Human Activity Recognition (HAR) offers potential for early NIDDM diagnosis, emerging as a key appl...

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Bibliographic Details

Published in:	Journal of Big Data
Main Authors:	Md Nuho Ul Alam, Ibrahim Hasnine, Erfanul Hoque Bahadur, Abdul Kadar Muhammad Masum, Mercedes Briones Urbano, Manuel Masias Vergara, Jia Uddin, Imran Ashraf, Md. Abdus Samad
Format:	Article
Language:	English
Published:	SpringerOpen 2024-08-01
Subjects:	Graph Neural Network Diabetic retinopathy Human activity recognition Diabetes NIDDM
Online Access:	https://doi.org/10.1186/s40537-024-00959-w