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Found 3 papers, 2 papers with code
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation
Deep learning has revolutionized medical image segmentation, yet its full potential remains constrained by the paucity of annotated datasets.
Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification
Accurate lesion classification in Wireless Capsule Endoscopy (WCE) images is vital for early diagnosis and treatment of gastrointestinal (GI) cancers.
InvNorm: Domain Generalization for Object Detection in Gastrointestinal Endoscopy
Therefore, to address the generalization problem in GI(Gastrointestinal) endoscopy, we propose a multi-domain GI dataset and a light, plug-in block called InvNorm(Invertible Normalization), which could achieve a better generalization performance in any structure.
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