Article

PatchGAN-guided Semi-Supervised U-Net for Carotid Plaque Segmentation in Ultrasound under Limited Annotation Conditions

2026-05-28

Abstract excerpt

<title>Abstract</title> <p>Carotid artery stenosis significantly reduces cerebral blood flow and is a major contributor to stroke-related mortality worldwide. Artificial intelligence models are increasingly used for stroke risk evaluation and clinical decision-making. This study proposes the integration of a novel PatchGAN-based discriminator into a self-training semi-supervised U-Net to enhance carotid plaque se...

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Literature Corpus work: 0e924a12-d366-55a3-9f9f-699e52a459e1
DOI: 10.21203/rs.3.rs-9638333/v1

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