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Netherlands Cancer Institute
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MIRAGE achieves superior lesion localization in MRI contrast enhancement by leveraging multi-scale lesion-informed supervision, challenging traditional pixel fidelity approaches.
Synthesized breast MRIs can now better mimic real-world lesion complexity thanks to a diffusion model that explicitly handles multi-scale features and heterogeneous enhancement.
Breast cancer risk prediction from MRI just got a whole lot faster and more interpretable, thanks to a novel 2.5D approach that beats both 2D and 3D models.
