most citedFederated learning in low-resource settings: A chest imaging study in Africa -- Challenges and lessons learned

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cs.CV2026

Med-DualLoRA: Local Adaptation of Foundation Models for 3D Cardiac MRI

Joan Perramon-Llussà, Amelia Jiménez-Sánchez, Grzegorz Skorupko +4

Foundation models (FMs) show great promise for robust downstream performance across medical imaging tasks and modalities, including cardiac magnetic resonance (CMR), following task…

cs.CV2026

The MAMA-MIA Challenge: Advancing Generalizability and Fairness in Breast MRI Tumor Segmentation and Treatment Response Prediction

Lidia Garrucho, Smriti Joshi, Kaisar Kushibar +43

Breast cancer is the most frequently diagnosed malignancy among women worldwide and a leading cause of cancer-related mortality. Dynamic contrast-enhanced magnetic resonance imagin…