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Machine Learning Based Vesselness Measurement for Coronary Artery Segmentation in Cardiac CT Volumes

机译：基于机器学习的血管测量，用于心脏CT量中的冠状动脉分割

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Yefeng Zheng A; Maciej Loziczonek A; Bogdan Georgescu A; S. Kevin Zhou A; O Vega-higuera B; Dorin Comaniciu A;
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1. Wall-based measurement features provides an improved IVUS coronary artery risk assessment when fused with plaque texture-based features during machine learning paradigm [J] . Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki, Computers in Biology and Medicine . 2017,第期

机译：基于墙壁的测量功能提供了一种改进的IVUS冠状动脉风险评估，当时在机器学习范式期间融合了斑块纹理的特征
2. Machine learning based quantification of ejection and filling parameters by fully automated dynamic measurement of left ventricular volumes from cardiac magnetic resonance images [J] . Goyal Neha, Mor-Avi Victor, Volpato Valentina, Magnetic resonance imaging: An International journal of basic research and clinical applications . 2020,第1期

机译：基于机器学习基于心脏磁共振图像的左心室体积的全自动动态测量的喷射和填充参数的量化
3. Calcified coronary artery plaque measurement with cardiac CT in population-based studies: standardized protocol of Multi-Ethnic Study of Atherosclerosis (MESA) and Coronary Artery Risk Development in Young Adults (CARDIA) study. [J] . Carr JJ, Nelson JC, Wong ND, Radiology . 2005,第1期

机译：基于人群的研究中使用心脏CT进行的钙化冠状动脉斑块测量：多族裔动脉粥样硬化研究（MESA）和年轻人冠状动脉风险发展的标准化方案（CARDIA）研究。
4. Machine Learning Based Vesselness Measurement for Coronary Artery Segmentation in Cardiac CT Volumes [C] . Yefeng Zheng, Maciej Loziczonek, Bogdan Georgescu, Conference on image processing . 2011

机译：基于机器学习的血管测量，用于心脏CT量中的冠状动脉分割
5. A Study of the Efficacy of Machine Learning for Diagnosing Obstructive Coronary Artery Disease in Non-Diabetic Patients [D] . Handley, Demond Larae. 2020

机译：机器学习在非糖尿病患者诊断阻塞性冠状动脉疾病的效果研究
6. Accuracy of cardiac output measurements during off-pump coronary artery bypass grafting: according to the vessel anastomosis sites [O] . Sung Yong Park, Dae Hee Kim, Han Bum Joe, 2012

机译：体外循环冠状动脉搭桥术期间心输出量测量的准确性：根据血管吻合部位
7. Machine Learning Based Vesselness Measurement for Coronary Artery Segmentation in Cardiac CT Volumes [O] . Yefeng Zheng, Maciej Loziczonek, Bogdan Georgescu, 2012

机译：基于机器学习的血管测量，用于心脏CT量中的冠状动脉分割

Machine Learning Based Vesselness Measurement for Coronary Artery Segmentation in Cardiac CT Volumes

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