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A novel U-net model for brain tumor segmentation from MRI images

Segmentation of brain tumors aids in diagnosing the disease early, planning treatment, and monitoring its progression in medical image analysis. Automation is necessary to eliminate the time and variability associated with traditional segmentation methods. Convolutional neural networks (CNNs) and U-...

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Bibliografische Detailangaben
Hauptverfasser: Marwa Obayya, Asma Alshuhail, Khalid Mahmood, Meshari H. Alanazi, Mohammed Alqahtani, Nojood O. Aljehane, Hamad Almansour, Mohammed Abdullah Al-Hagery
Format: Artigo
Sprache:Inglês
Veröffentlicht: Elsevier 2025-07-01
Schriftenreihe:Alexandria Engineering Journal
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Online-Zugang:http://www.sciencedirect.com/science/article/pii/S1110016825005460
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