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Yutaka Watanobe

2 papers indexed

crossrefBioMedInformatics2025-08-20Cited by 25

Advancements in Breast Cancer Detection: A Review of Global Trends, Risk Factors, Imaging Modalities, Machine Learning, and Deep Learning Approaches

Md. Atiqur Rahman, M. Saddam Hossain Khan, Yutaka Watanobe, Jarin Tasnim Prioty, Tasfia Tahsin Annita, Samura Rahman, et al.

Breast cancer remains a critical global health challenge, with over 2.1 million new cases annually. This review systematically evaluates recent advancements (2022–2024) in machine and deep learning approaches for breast cancer detection and risk management. Our analysis demonstra…

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crossrefApplied Sciences2024-06-13Cited by 40

Prediction of Students’ Adaptability Using Explainable AI in Educational Machine Learning Models

Leonard Chukwualuka Nnadi, Yutaka Watanobe, Md. Mostafizer Rahman, Adetokunbo Macgregor John-Otumu

As the educational landscape evolves, understanding and fostering student adaptability has become increasingly critical. This study presents a comparative analysis of XAI techniques to interpret machine learning models aimed at classifying student adaptability levels. Leveraging…

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