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Relevance maps: A weakly supervised segmentation method for 3D brain tumours in MRIs

With the increased reliance on medical imaging, Deep convolutional neural networks (CNNs) have become an essential tool in the medical imaging-based computer-aided diagnostic pipelines. However, training accurate and reliable classification models often require large fine-grained annotated datasets....

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Detalles Bibliográficos
Autores principales: Rajapaksa, Sajith, Khalvati, Farzad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365288/
https://www.ncbi.nlm.nih.gov/pubmed/37492689
http://dx.doi.org/10.3389/fradi.2022.1061402