Open access
Jul 2026
Hybrid Channel-Spatial Attention Enhanced EfficientNet for Multi-Class Brain Tumor Classification Using MRI
A lightweight deep learning model is introduced by integrating a Hybrid Channel–Spatial Attention (HCSA) module into the EfficientNet-B0 architecture for multi-class brain tumor classification and is able to improve classification performance while achieving computational efficiency.
K. M, D. V., G. Sreenivasulu et al.
· Journal of Trends in Compute... · 0 citations