International journal of computer assisted radiology and surgery
Colormap augmentation: a novel method for cross-modality domain generalization.
Falko Heitzer, Duc Duy Pham, Wojciech Kowalczyk, Marcus Jäger, Josef Pauli
Published: 202510.1007/s11548-025-03559-y
Abstract
PURPOSE: Domain generalization plays a crucial role in analyzing medical images from diverse clinics, scanner vendors, and imaging modalities. Existing methods often require substantial computational resources to train a highly generalized segmentati…
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