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Yusuf Brima

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Review Open access Jul 2026

Transformers for 3D medical image analysis: a systematic review of architectural innovations, performance, and clinical applications

This systematic review systematically evaluates 138 peer-reviewed studies published between January 2017 and December 2025 using the PRISMA 2020 framework to reveal a clear dominance of hybrid CNN–Transformer architectures, with MRI representing the most extensively studied modality.

Wandile Nhlapho, M. Atemkeng, Yusuf Brima et al. · 0 citations

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