Enhancing Brain Tumor Classification with Transfer Learning across Multiple Classes: An In-Depth Analysis

Enhancing Brain Tumor Classification with Transfer Learning across Multiple Classes: An In-Depth Analysis

This study focuses on leveraging data-driven techniques to diagnose brain tumors through magnetic resonance imaging (MRI) images. Utilizing the rule of deep learning (DL), we introduce and fine-tune two robust frameworks, ResNet 50 and Inception V3, specifically designed for the classification of br...

Full description

Bibliographic Details
Main Authors: Syed Ahmmed, Prajoy Podder, M. Rubaiyat Hossain Mondal, S M Atikur Rahman, Somasundar Kannan, Md Junayed Hasan, Ali Rohan, Alexander E. Prosvirin
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:BioMedInformatics
Subjects:
brain tumor
MRI
transfer learning
Inception Net
ResNet 50
convolution layer
Online Access:https://www.mdpi.com/2673-7426/3/4/68

Internet

https://www.mdpi.com/2673-7426/3/4/68

Similar Items