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Author

Oguz Lafci

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#artificial intelligence Open access Mar 2026

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

The MAMA-MIA Challenge provides standardized datasets, evaluation protocols, and public resources to promote the development of robust and equitable artificial intelligence systems for breast cancer imaging.

Lidia Garrucho, Smriti Joshi, Kaisar Kushibar et al. · 2 citations
Jul 2026

Dense Temporal Contrast Synthesis via Conditioned Latent Transport

Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is essential for breast cancer management, but reliance on gadolinium-based contrast agents (GBCAs) restricts use in contraindicated populations, prolongs scan protocols, and presents environmental toxicity concerns. Contrast synthesis offers a non-invasive...

Smriti Joshi, Apostolia Tsirikoglou, Daniel M. Lang et al. · 0 citations

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