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New VEELA benchmark improves liver vessel segmentation in CT scans

Researchers have introduced VEELA, a new benchmark dataset designed for segmenting liver vessels in computed tomography angiography (CTA) scans. This dataset, derived from 40 CTA scans and curated with multi-expert consensus, addresses the challenges of complex vascular topology and limited visibility in existing benchmarks. VEELA aims to facilitate reproducible research by providing a standardized framework and complementary evaluation metrics to develop more robust vessel segmentation methods. AI

IMPACT Provides a new, clinically-constrained dataset and evaluation framework to advance AI-driven liver vessel segmentation in medical imaging.

RANK_REASON The cluster contains an academic paper detailing a new benchmark dataset and evaluation framework for a specific medical imaging task.

Read on arXiv cs.CV →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

COVERAGE [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…