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Oumaïma BENABOUD

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#data science Open access Oct 2026

Beyond Classification: A Systematic Review of Deep Learning Object Detection for Brain Tumors in MRI

This systematic review examines deep learning models that detect brain tumors on MRI, meaning models that localize the tumor with bounding boxes or lesion-level outputs and are evaluated with detection metrics such as mean average precision. Peer-reviewed journal articles published from January 2021 onward are identifi...

Oumaïma BENABOUD, Khalid Mhasni, El Mehdi Ismaili Alaoui · 0 citations

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