One-shot Retinal Artery and Vein Segmentation via Cross-modality Pretraining

One-shot Retinal Artery and Vein Segmentation via Cross-modality Pretraining

Purpose: To perform one-shot retinal artery and vein segmentation with cross-modality artery-vein (AV) soft-label pretraining. Design: Cross-sectional study. Subjects: The study included 6479 color fundus photography (CFP) and arterial-venous fundus fluorescein angiography (FFA) pairs from 1964 part...

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Bibliographic Details
Main Authors: Danli Shi, MD, PhD, Shuang He, MD, Jiancheng Yang, PhD, Yingfeng Zheng, PhD, Mingguang He, MD, PhD
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Ophthalmology Science
Subjects:
Cross-modality pretraining
Domain generalization
One-shot
Retinal artery and vein segmentation
Online Access:http://www.sciencedirect.com/science/article/pii/S2666914523000957

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http://www.sciencedirect.com/science/article/pii/S2666914523000957

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