Deep Learning Techniques for MRI Image-Based Performance Analysis of Brain Tumor Classification

Deep Learning Techniques for MRI Image-Based Performance Analysis of Brain Tumor Classification

Brain tumors can produce symptoms and indicators due to direct tissue death, localized invasion of the brain, or aftereffects from increased intracranial pressure. In order to identify images from the publicly available image dataset, this work combined multiple image feature sources using deep lea...

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Bibliographic Details
Main Authors: Renuga S, Malathi P, Shamija Sherryl R.M.R, Anuradha T, Mishmala Sushith, Senthil Kumar A
Format: Article
Language:English
Published: Yayasan Pendidikan Riset dan Pengembangan Intelektual (YRPI) 2024-12-01
Series:Journal of Applied Engineering and Technological Science
Subjects:
Deep learning
Modified trimmed median filter
3D Version of U-Net segmentation
Discrete wavelet transform
Convolutional Neural Network (CNN) Based VGG-16
Online Access:https://journal.yrpipku.com/index.php/jaets/article/view/6288
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