Sayima Mukhtar

MSCT-Trans: A Multi-scale Convolutional Neural Network Token Transformer for Interpretable Ultrasound Image Classification.

Multi-Scale CNN Token Transformer (MSCT-Trans), a lightweight and interpretable hybrid architecture for general-purpose ultrasound image classification, is proposed, which consistently outperformed CNN and Transformer baselines across accuracy, macro-F1 and area under the receiver operating characteristic curve, partic...