Lightweight Explainable Deep CNN Framework for Multi-Class Brain Tumor Detection in MRI Imaging
Abstract
Lightweight Explainable Deep CNN Framework for Multi-Class Brain Tumor Detection in MRI Imaging Dr. Aditi Tulchhia1*, Ankit Porwal2, Dr. Abhilasha Dangi3 Abstract This research presents an explainable, lightweight deep learning framework based on Convolutional Neural Networks (CNNs) for robust multi-class brain tumor detection using Magnetic Resonance Imaging (MRI). The proposed model accurately classifies glioma, meningioma, […]
Fields of Study & Subjects
Brain Tumor Detection and Classification
Advanced Neural Network Applications
Internet of Things and AI
Publication details
- Journal / source
- International Journal of Science Architecture Technology and Environment
- Publication date
- 7 January 2026