[HTML][HTML] A multi-task framework for breast cancer segmentation and classification in ultrasound imaging

C Aumente-Maestro, J Díez, B Remeseiro - Computer Methods and …, 2025 - Elsevier
Background: Ultrasound (US) is a medical imaging modality that plays a crucial role in the
early detection of breast cancer. The emergence of numerous deep learning systems has …

Application of additive manufacturing for the adaptive design of ultrasound phantoms

L Zalka, J Köhrer, C Songsaeng, P Homolka… - Frontiers in …, 2025 - frontiersin.org
Introduction The image formation process of conventional pulse-echo Ultrasound mainly
uses the backscattered amplitude and assumes constant attenuation and speed of sound in …

MIC: Breast Cancer Multi-label Diagnostic Framework Based on Multi-modal Fusion Interaction

Z Chen, S Yi - Journal of Imaging Informatics in Medicine, 2025 - Springer
The automated diagnosis of low-resolution and difficult-to-recognize breast ultrasound
images through multi-modal fusion holds significant clinical value. However, prevailing …