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

Athisayamani, Suganya; Antonyswamy, Robert Singh; Sarveshwaran, Velliangiri; Almeshari, Meshari; Alzamil, Yasser; Ravi, Vinayakumar

Athisayamani, Suganya; Antonyswamy, Robert Singh; Sarveshwaran, Velliangiri; Almeshari, Meshari; Alzamil, Yasser; Ravi, Vinayakumar.

Afiliação

Athisayamani S; School of Computing, Sastra Deemed to be University, Thanjavur 613401, India.
Antonyswamy RS; Department of Computational Intelligence, School of Computing, SRM Institute of Science and Technology, Kattankulathur, Chennai 603203, India.
Sarveshwaran V; Department of Computational Intelligence, School of Computing, SRM Institute of Science and Technology, Kattankulathur, Chennai 603203, India.
Almeshari M; Department of Diagnostic Radiology, College of Applied Medical Sciences, University of Ha'il, Ha'il 55476, Saudi Arabia.
Alzamil Y; Department of Diagnostic Radiology, College of Applied Medical Sciences, University of Ha'il, Ha'il 55476, Saudi Arabia.
Ravi V; Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar 34754, Saudi Arabia.

Diagnostics (Basel) ; 13(4)2023 Feb 10.

Article em En | MEDLINE | ID: mdl-36832156

Palavras-chave

Canny algorithm; deep convolutional neural network; modified chimp optimization algorithm; softmax classifier; spatial gray level dependence matrix

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article