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English(EN) VEELA: A Clinically-Constrained Benchmark for Liver Vessel Segmentation in Computed Tomography Angiography

新的VEELA基准改进了CT扫描中的肝脏血管分割

研究人员推出了VEELA,这是一个新基准数据集,旨在用于计算机断层扫描血管造影(CTA)扫描中的肝脏血管分割。该数据集源自40次CTA扫描,并通过多专家共识进行策划,解决了现有基准中血管拓扑复杂和可见性有限的挑战。VEELA旨在通过提供标准化的框架和补充评估指标来开发更鲁棒的血管分割方法,从而促进可重复的研究。 AI

影响 提供了一个新的、临床约束的数据集和评估框架,以推进医学影像中AI驱动的肝脏血管分割。

排序理由 该集群包含一篇学术论文,详细介绍了针对特定医学影像任务的新基准数据集和评估框架。

在 arXiv cs.CV 阅读 →

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报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Ziya Ata Yaz{\i}c{\i}, N. Sinem Gezer, \.Ilkay \"Oks\"uz, \.Ilker \"Ozg\"ur Koska, Tu\u{g}\c{c}e Toprak, Pervin Bulucu, Ufuk Be\c{s}enk, A. Emre Kavur, Pierre-Henri Conze, Haz{\i}m Kemal Ekenel, O\u{g}uz Dicle, Mustafa Ege \c{S}eker, Mustafa Said Kartal,… ·

    VEELA: A Clinically-Constrained Benchmark for Liver Vessel Segmentation in Computed Tomography Angiography

    arXiv:2605.22357v1 Announce Type: new Abstract: Accurate segmentation of hepatic and portal vessels in contrast-enhanced computed tomography angiography (CTA) remains challenging due to complex vascular topology, peripheral visibility limitations, and acquisition-induced ambiguit…

  2. arXiv cs.CV TIER_1 English(EN) · M. Alper Selver ·

    VEELA: A Clinically-Constrained Benchmark for Liver Vessel Segmentation in Computed Tomography Angiography

    Accurate segmentation of hepatic and portal vessels in contrast-enhanced computed tomography angiography (CTA) remains challenging due to complex vascular topology, peripheral visibility limitations, and acquisition-induced ambiguities. While existing public datasets offer valuab…