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Author

Muhammad Zubair

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Review Open access 2026

Explainable and Trustworthy AI in Oncology: A Systematic Review Across Major Organ Systems

A comprehensive overview of eXplainable AI techniques applied in the diagnosis of cancer in nine major organs, including the lungs, skin, brain, breast, gastrointestinal, colorectal, kidney, prostate, and ovary is provided.

Muhammad Hassan, Muhammad Zubair, Rozeena Ibrahim et al. · 0 citations
Review Open access Aug 2026

A Comprehensive Review Tracing the Evolution of Volumetric Medical Imaging Analysis from Classic CNNs to Emerging AI-Agents

This review provides a unified framework for understanding the evolution of volumetric medical imaging and offers actionable insights for researchers, clinicians, and industry practitioners, contributing to the development of reliable, interpretable, and clinically deployable next-generation medical AI systems.

Muhammad Owais, Muhammad Zubair, Daniya Najiha Abdul Kareem et al. · 9 citations · ⚡1

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