A. J. Devi

A Dual-Stage CNN–Transformer Hybrid Network for Robust Feature Representation in Mammography and Ultrasound-Based Cancer Detection

Experimental results show that the proposed hybrid network outperforms the state-of-the-art CNN-only and transformer-only models in terms of the sensitivity, specificity, and overall diagnostic accuracy, and suggest the promise of dual-stage hybrid systems for improving computer-aided diagnosis systems and assisting cl...