MRI-Derived Dural Sac and Lumbar Vertebrae 3D Volumetry Has Potential for Detection of Marfan Syndrome

O Naas, T Norajitra, C Lückerath, MA Fink… - Diagnostics, 2024 - mdpi.com
Purpose: To assess the feasibility and diagnostic accuracy of MRI-derived 3D volumetry of
lower lumbar vertebrae and dural sac segments using shape-based machine learning for …

Adaptive ensemble loss and multi-scale attention in breast ultrasound segmentation with UMA-Net

MF Dar, A Ganivada - Medical & Biological Engineering & Computing, 2025 - Springer
The generalization of deep learning (DL) models is critical for accurate lesion segmentation
in breast ultrasound (BUS) images. Traditional DL models often struggle to generalize well …