On the MICCAI WMH dataset, concatenated FLAIR and T1 inputs achieved the best lesion Dice (0.74), while joint multi-task lesion-region segmentation was markedly worse (0.43) than single-task models.
Strate- gic white matter hyperintensity locations for cognitive im- pairment: a multicenter lesion-symptom mapping study in 3525 memory clinic patients
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Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning
On the MICCAI WMH dataset, concatenated FLAIR and T1 inputs achieved the best lesion Dice (0.74), while joint multi-task lesion-region segmentation was markedly worse (0.43) than single-task models.