English(EN) ARCOS: Zero-shot Boundary Localization for Corneal Layer Segmentation Across Optical Coherence Tomography Devices

ARCOS框架实现眼科相干断层扫描设备跨设备角膜层零样本分割

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-04 04:00

研究人员开发了ARCOS，一种用于分割眼科相干断层扫描（OCT）图像中角膜层的新型框架。这种基于块的零样本边界定位方法可以预测角膜界面的热图，然后将这些热图拼接起来以创建连续的层分割。ARCOS在跨设备评估中表现出高精度，优于现有的分割基线，并支持角膜形态学的定量分析。 AI

影响这种零样本分割框架通过实现不同OCT设备角膜形态学的自动化分析，有望提高眼科诊断的准确性和效率。

排序理由该条目描述了一个针对特定科学任务（角膜层分割）的新型框架，该框架发表在arXiv论文中。[lever_c_demoted from research: ic=1 ai=1.0]

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arXiv cs.CV TIER_1 English(EN) · Nuno Vivas Br\'as, Benjamin Memmi, Ma\"elle Bouhassane, Cristina Georgeon, Vincent Borderie, Karsten Plamann, Anatole Chessel · 2026-09-04 04:00

ARCOS：跨越光学相干断层扫描设备实现角膜层分割的零样本边界定位

arXiv:2609.03668v1 Announce Type: new Abstract: Accurate segmentation of corneal layers in optical coherence tomography (OCT) is essential for quantitative assessment of corneal morphology, including layer thickness and structural changes associated with disease or surgery. Howev…