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Chun Ruan

2 papers indexed

crossrefElectronics2026-01-16Cited by 1

Comparative Epidemiology of Machine and Deep Learning Diagnostics in Diabetes and Sickle Cell Disease: Africa’s Challenges, Global Non-Communicable Disease Opportunities

Oluwafisayo Babatope Ayoade, Seyed Shahrestani, Chun Ruan

Non-communicable diseases (NCDs) such as Diabetes Mellitus (DM) and Sickle Cell Disease (SCD) pose an escalating health challenge in Africa, underscored by diagnostic deficiencies, inadequate surveillance, and limited health system capacity that contribute to late diagnoses and c…

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crossrefElectronics2025-06-26Cited by 9

Machine Learning and Deep Learning Approaches for Predicting Diabetes Progression: A Comparative Analysis

Oluwafisayo Babatope Ayoade, Seyed Shahrestani, Chun Ruan

The global burden of diabetes mellitus (DM) continues to escalate, posing significant challenges to healthcare systems worldwide. This study compares machine learning (ML) and deep learning (DL) methods, their hybrids, and ensemble strategies for predicting the health outcomes of…

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