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Author

Yusuf Brima

2 papers indexed here

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Preprint Sep 2026

A Multimodal Explainable Deep Learning Framework for Alzheimer's Disease Diagnosis using 3D Magnetic Resonance Imaging and Clinical Data

Dementia is a major and growing global health burden, with Alzheimer's disease (AD) accounting for most cases. Timely and accurate diagnosis is central to managing this burden and increasingly depends on integrating complementary clinical and imaging information. Multimodal deep learning can combine these modalities fo...

Yusuf Brima, M. Atemkeng, L. Namamula et al. · 0 citations
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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