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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Detalhes bibliográficos

Principais autores:	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
Formato:	Artigo
Idioma:	Inglês
Publicado em:	SpringerOpen 2024-08-01
coleção:	Journal of Big Data
Assuntos:	Graph Neural Network Diabetic retinopathy Human activity recognition Diabetes NIDDM
Acesso em linha:	https://doi.org/10.1186/s40537-024-00959-w
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