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Bilal H. Shahine

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Review Open access Sep 2026

Automated quality assurance of rigid brain CT/MR image registration using a 3D convolutional neural network

Abstract Background Accurate CT/MR registration is important in stereotactic brain radiotherapy, where small spatial errors may affect target localization and treatment planning. In many clinical settings, registration quality is still assessed primarily through manual visual inspection. However, time and workflow cons...

Zeinab A. Chahrour, Noura Obeid, Ali El-Zaart et al. · 0 citations

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