中国心室分割方法研究与发展
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摘要
心血管疾病已成为人类健康"头号杀手",直接或间接以并发症的形式危害人类健康,基于医学影像的心脏组织分割特别是心室分割能有效地提高心脏器质病变诊断效率与精度.文中对近15年来国内提出的多种心室分割方法进行综述,将分割精度验证数据集与评价指标进行整理,对现阶段心室分割工作中存在的问题予以总结,并展望了该领域未来的发展方向.
Cardiovascular diseases have become the number one killer of human health, which harm people's health directly or indirectly in the form of complications. As the precondition and foundation of cardiac function analysis, segmentation of cardiac tissues from medical images, especially segmentation of cardiac ventricles, can effectively improve the accuracy and efficiency of cardiac function diagnoses. In this paper,ventricle segmentation methods proposed in recent 15 years in China are overviewed. Validation of segmentation accuracy, data set and evaluation metrics are summarized. Finally, existing challenges and development tendency are discussed.
Cardiovascular diseases have become the number one killer of human health, which harm people's health directly or indirectly in the form of complications. As the precondition and foundation of cardiac function analysis, segmentation of cardiac tissues from medical images, especially segmentation of cardiac ventricles, can effectively improve the accuracy and efficiency of cardiac function diagnoses. In this paper,ventricle segmentation methods proposed in recent 15 years in China are overviewed. Validation of segmentation accuracy, data set and evaluation metrics are summarized. Finally, existing challenges and development tendency are discussed.
引文
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