Caterina M. Gallippi

Breast tumor diagnosis via multimodal deep learning using ultrasound B-mode and Nakagami images

2025 · Journal of medical imaging

Purpose: We propose and evaluate multimodal deep learning (DL) approaches that combine ultrasound (US) B-mode and Nakagami parametric images for breast tumor classification. It is hypothesized that integrating tissue brightness information from B-mode images with …