Zhang Jianfeng, Wu Fa, Chang Wanru, Kong Dexing
School of Mathematical Sciences, Zhejiang University, Hangzhou 310027, China.
College of Mathematical Medicine, Zhejiang Normal University, Jinhua 321004, China.
Entropy (Basel). 2022 Mar 28;24(4):465. doi: 10.3390/e24040465.
Hepatic vessel skeletonization serves as an important means of hepatic vascular analysis and vessel segmentation. This paper presents a survey of techniques and algorithms for hepatic vessel skeletonization in medical images. We summarized the latest developments and classical approaches in this field. These methods are classified into five categories according to their methodological characteristics. The overview and brief assessment of each category are provided in the corresponding chapters, respectively. We provide a comprehensive summary among the cited publications, image modalities and datasets from various aspects, which hope to reveal the pros and cons of every method, summarize its achievements and discuss the challenges and future trends.
肝血管骨骼化是肝血管分析和血管分割的重要手段。本文综述了医学图像中肝血管骨骼化的技术和算法。我们总结了该领域的最新进展和经典方法。这些方法根据其方法学特点分为五类。在相应章节中分别对每一类进行了概述和简要评估。我们从各个方面对引用的出版物、图像模态和数据集进行了全面总结,希望揭示每种方法的优缺点,总结其成果,并讨论挑战和未来趋势。