On 118 held-out clinical images, the proposed uncertainty-aware, frequency-gated ensemble reaches 85.05% Dice and 29.95 px HD95, besting ResNet/UNet++ and MiT-B2/B5 baselines.
Parametric modeling of narrowband UV - B phototherapy for vitiligo using a novel quantitative tool: the Vitiligo Area Scoring Index
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Uncertainty-Aware Domain Adaptation for Vitiligo Segmentation in Clinical Photographs
On 118 held-out clinical images, the proposed uncertainty-aware, frequency-gated ensemble reaches 85.05% Dice and 29.95 px HD95, besting ResNet/UNet++ and MiT-B2/B5 baselines.