Left ventricle myocardium segmentation in multi-slice computerized tomography

机译：多层计算机断层扫描中的左心室心肌分割

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摘要

This paper briefly describes a left ventricle myocardium segmentation method in multi-slice computerized tomography images. The segmentation technique is based on level-sets deformable contours. The proposed method has two stages: in the first stage the left ventricle internal wall or endocardium is segmented. In the second stage the external wall is segmented starting with an initialization based on the endocardial segmented shape. This algorithm is intended for incorporation within a software platform for visualization and processing of cardiac images. This platform would help the diagnosis of the left ventricle hypertrophy (LVH).

机译：本文简要介绍了多层计算机断层扫描图像中的左心室心肌分割方法。分割技术基于水平集可变形轮廓。所提出的方法分为两个阶段：在第一阶段中，将左心室内壁或心内膜分割。在第二阶段中，根据心内膜分割的形状从初始化开始分割外壁。该算法旨在合并到用于可视化和处理心脏图像的软件平台中。该平台将有助于诊断左心室肥大（LVH）。

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来源
《Proceedings of the 2016 IEEE ANDESCON》|2016年|1-4|共4页
会议地点 Arequipa(PE)
作者
Ruben Medina; Sebastian Bautista; Pablo Vanegas; Villie Morocho;
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作者单位

Grupo de Ingeniería Biomédica (GIBULA), Universidad de Los Andes, Facultad de Ingeniería, Merida, Venezuela;

Departamento de Ciencias de la Computación, Universidad de Cuenca, Cuenca, Ecuador;

Departamento de Ciencias de la Computación, Universidad de Cuenca, Cuenca, Ecuador;

Departamento de Ciencias de la Computación, Universidad de Cuenca, Cuenca, Ecuador;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Image segmentation; Myocardium; Motion segmentation; Estimation; Libraries; Heart; Software;

机译：图像分割；心肌；运动分割；估计；库；心脏；软件;

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专利

1. Automated left ventricular myocardium segmentation using 3D deeply supervised attention U‐net for coronary computed tomography angiography; CT myocardium segmentation [J] . Jun Guo Bang, He Xiuxiu, Lei Yang, Medical Physics . 2020,第4期

机译：使用3D进行自动左心室心肌细分，深受冠状动脉计算机断层造影血管造影的关注U-Net; CT心肌细分
2. Multi-Scale Feature Fusion Convolutional Neural Network for Concurrent Segmentation of Left Ventricle and Myocardium in Cardiac MR Images [J] . Qi Lin, Zhang Haoran, Cao Xuehao, Journal of Medical Imaging and Health Informatics . 2020,第5期

机译：多尺度特征融合卷积神经网络，用于心脏MR图像中左心室和心肌的并发分割
3. Left Ventricle: Fully Automated Segmentation Based on Spatiotemporal Continuity and Myocardium Information in Cine Cardiac Magnetic Resonance Imaging (LV-FAST) [J] . Lijia Wang, Mengchao Pel, Noel C. F. Codella, BioMed research international . 2015,第7期

机译：左心室：基于时空连续性的全自动分割，Cine心磁共振成像中的时空连续性和心肌信息（LV-FAST）
4. Left ventricle myocardium segmentation in multi-slice computerized tomography [C] . Ruben Medina, Sebastian Bautista, Pablo Vanegas, IEEE ANDESCON Conference . 2016

机译：多切片计算机断层扫描中的左心室心肌细分
5. Left Ventricle Myocardium Segmentation from 3D Cardiac MR Images using Combined Probabilistic Atlas and Graph Cut-based Approaches. [D] . Daryanani, Aditya. 2015

机译：使用组合概率图谱和基于图割的方法从3D心脏MR图像中进行左心室心肌分割。
6. Left Ventricle: Fully Automated Segmentation Based on Spatiotemporal Continuity and Myocardium Information in Cine Cardiac Magnetic Resonance Imaging (LV-FAST) [O] . Lijia Wang, Mengchao Pei, Noel C. F. Codella, -1

机译：左心室：基于时空连续性和心肌信息的全自动分割在心脏磁共振成像（LV-FAST）中
7. A fully automatic and multi-structural segmentation of the left ventricle and the myocardium on highly heterogeneous 2D echocardiographic data [O] . Sarah Leclerc, Thomas Grenier, Florian Espinosa, 2017

机译：左心室和心肌的全自动和多结构细分在高度异构2D超声心动图数据上

Left ventricle myocardium segmentation in multi-slice computerized tomography

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