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Feature Extraction Using a Residual Deep Convolutional Neural Network (ResNet-152) and Optimized Feature Dimension Reduction for MRI Brain Tumor Classification

One of the top causes of mortality in people globally is a brain tumor. Today, biopsy is regarded as the cornerstone of cancer diagnosis. However, it faces difficulties, including low sensitivity, hazards during biopsy treatment, and a protracted waiting period for findings. In this context, develop...

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Detalles Bibliográficos
Autores principales: Athisayamani, Suganya, Antonyswamy, Robert Singh, Sarveshwaran, Velliangiri, Almeshari, Meshari, Alzamil, Yasser, Ravi, Vinayakumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955169/
https://www.ncbi.nlm.nih.gov/pubmed/36832156
http://dx.doi.org/10.3390/diagnostics13040668