LoCo, a mean-teacher semi-supervised segmentation framework with low-contrast contrastive learning and a confidence-based dynamic pseudo-label filter, reports state-of-the-art results on laryngeal cancer and polyp datasets.
A review of deep learning-based multiple- lesion recognition from medical images: classification, detection and segmentation,
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Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation
LoCo, a mean-teacher semi-supervised segmentation framework with low-contrast contrastive learning and a confidence-based dynamic pseudo-label filter, reports state-of-the-art results on laryngeal cancer and polyp datasets.