SpectraFlow combines structure-aware pretraining with mask-guided latent alignment and frequency-directional decoding to improve medical image segmentation accuracy and boundary sharpness in low-data regimes.
arXiv preprint arXiv:1911.09071 (2019), https://arxiv.org/abs/1911.090714, 5
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SpectraFlow: Unifying Structural Pretraining and Frequency Adaptation for Medical Image Segmentation
SpectraFlow combines structure-aware pretraining with mask-guided latent alignment and frequency-directional decoding to improve medical image segmentation accuracy and boundary sharpness in low-data regimes.