Enhancing brain tumor classification in MRI scans with a multi-layer customized convolutional neural network approach

BackgroundThe necessity of prompt and accurate brain tumor diagnosis is unquestionable for optimizing treatment strategies and patient prognoses. Traditional reliance on Magnetic Resonance Imaging (MRI) analysis, contingent upon expert interpretation, grapples with challenges such as time-intensive...

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Autors principals:	Eid Albalawi, Arastu Thakur, D. Ramya Dorai, Surbhi Bhatia Khan, T. R. Mahesh, Ahlam Almusharraf, Khursheed Aurangzeb, Muhammad Shahid Anwar
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2024-06-01
Col·lecció:	Frontiers in Computational Neuroscience
Matèries:	diagnosis of brain tumors convolutional neural networks deep learning classification of medical images MRI imaging
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fncom.2024.1418546/full
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