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cs.LG2026
A Lightweight CNN Integrated Compact Convolutional Transformer for Multi-Scale Feature Learning and reducing computational complexity for breast cancer mammography image detection and classification
Md Taimur Ahad, Ainuddin Ahmed
Over the years, Convolutional Neural Networks (CNNs) have demonstrated strong capability in cancer detection and classification using medical images. However, CNN-based models ofte…
cs.CV2026
BrainFusionNet: a deep learning and XAI model to understand local, global, and sequential features of MRI images for improved brain tumour detection
Md Taimur Ahad, Bo Song, Yan Li
The noise of Magnetic Resonance Imaging MRI poses challenges for Deep Learning DL when tumor boundaries are obscured tumor location and appearance are complex Therefore we develop…
cs.SD2026
A Novel Transfer Learning Approach for Mental Stability Classification from Voice Signal
Rafiul Islam, Md. Taimur Ahad
This study presents a novel transfer learning approach and data augmentation technique for mental stability classification using human voice signals and addresses the challenges as…