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Author

W. Balachandran

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Review Open access Sep 2026

Deep Learning Methods for Breast Cancer Detection, Classification, and Segmentation Using MRI Scans: A Systematic Review

This systematic review synthesises peer-reviewed studies published between 2014 and 2025 that exclusively applied DL techniques to breast MRI for cancer classification, prediction, or segmentation and demonstrates that DL models consistently achieve high diagnostic performance and have the potential to enhance radiolog...

Qais Al-Azzam, W. Balachandran, Ziad Hunaiti · 0 citations
Review Open access Aug 2026

Artificial Intelligence for Coronary Artery Disease Prediction Using ECG and CCTA: A Systematic Review

AI models show strong diagnostic accuracy for CAD across both modalities, although external validation was limited and applied in a minority of studies, however, the widespread methodological bias means these tools should currently support clinical decision-making rather than replace standard diagnostic methods.

Ahmad Ibrahim Alshdaifat, W. Balachandran, Ziad Hunaiti · 0 citations

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