Validation of an active shape model-based semi-automated segmentation algorithm for the analysis of thigh muscle and adipose tissue cross-sectional areas

Kemnitz Jana; Eckstein Felix; Culvenor Adam G.; Ruhdorfer Anja; Dannhauer Torben; Ring-Dimitriou Susanne; Saenger Alexandra M.; Wirth Wolfgang

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Validation of an active shape model-based semi-automated segmentation algorithm for the analysis of thigh muscle and adipose tissue cross-sectional areas

机译：验证大腿肌分析和脂肪组织横截面积分析的主动形模型半自动分割算法

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摘要

To validate a semi-automated method for thigh muscle and adipose tissue cross-sectional area (CSA) segmentation from MRI.

机译：验证MRI的大腿肌肉和脂肪组织横截面积（CSA）分割的半自动方法。

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来源
《Magma: Magnetic resonance materials in physics, biology, and medicine》 |2017年第5期|共15页
作者
Kemnitz Jana; Eckstein Felix; Culvenor Adam G.; Ruhdorfer Anja; Dannhauer Torben; Ring-Dimitriou Susanne; Saenger Alexandra M.; Wirth Wolfgang;
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作者单位

Paracelsus Med Univ Inst Anat Strubergasse 21 A-5020 Salzburg Austria;

Paracelsus Med Univ Inst Anat Strubergasse 21 A-5020 Salzburg Austria;

Paracelsus Med Univ Inst Anat Strubergasse 21 A-5020 Salzburg Austria;

Paracelsus Med Univ Inst Anat Strubergasse 21 A-5020 Salzburg Austria;

Paracelsus Med Univ Inst Anat Strubergasse 21 A-5020 Salzburg Austria;

Paris Lodron Univ Salzburg Austria;

Paris Lodron Univ Salzburg Austria;

Paracelsus Med Univ Inst Anat Strubergasse 21 A-5020 Salzburg Austria;

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原文格式 PDF
正文语种 eng
中图分类磁化学分析法;
关键词
Segmentation; Statistical shape model; Thigh muscle; Training intervention; Magnetic resonance imaging;

机译：分割;统计形状模型;大腿肌肉;训练干预;磁共振成像;

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专利

1. Validation of an active shape model-based semi-automated segmentation algorithm for the analysis of thigh muscle and adipose tissue cross-sectional areas [J] . Kemnitz Jana, Eckstein Felix, Culvenor Adam G., Magma: Magnetic resonance materials in physics, biology, and medicine . 2017,第5期

机译：验证大腿肌分析和脂肪组织横截面积分析的主动形模型半自动分割算法
2. VALIDATION OF A 3D THIGH MUSCLE AND ADIPOSE TISSUE SEGMENTATION METHOD USING STATISTICAL SHAPE MODELS [J] . Kemnitz J., Eckstein F., Culvenor A. G., Osteoarthritis and cartilage . 2018,第Suppla1期

机译：使用统计形状模型验证3D大腿肌肉和脂肪组织分割方法
3. CLINICAL VALIDATION OF FULLY AUTOMATED SEGMENTATION OF THIGH MUSCLE AND ADIPOSE TISSUE CROSS SECTIONAL AREAS USING MACHING LEARNING WITH A CONVOLUTIONAL NEURAL NETWORK [J] . Kemnitz J., Baumgartner C. F., Ruhdorfer A., Osteoarthritis and cartilage . 2019,第Suppla1期

机译：用卷积神经网络使用机械学习的大腿肌肉和脂肪组织横截面积全自动分割的临床验证
4. A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue [C] . Samineh Mesbah, Ahmed Shalaby, Sean Stills, International conference on medical imaging computing and computer-assisted intervention . 2017

机译：一种新的自动分割方法，用于量化脊髓损伤对人大腿肌肉和脂肪组织的影响
5. Graph Cut Based Image Segmentation Using Statistical Priors and Its Application to Object Detection and Thigh CT Tissue Identification Analysis [D] . Biswas, Taposh. 2018

机译：基于图的图像分割使用统计前导者及其应用于对象检测和大腿CT组织识别分析
6. Semi-automated segmentation and quantification of adipose tissue in calf and thigh by MRI: a preliminary study in patients with monogenic metabolic syndrome [O] . Salam A Al-Attar, Rebecca L Pollex, John F Robinson, 2006

机译：小腿和大腿脂肪组织的MRI半自动分割和定量：单基因代谢综合征患者的初步研究
7. Validation of semi-automated thigh muscle and adipose tissue segmentation versus manual segmentation in a strength training intervention study [O] . J. Kemnitz, A. Ruhdorfer, T. Dannhauer, 2016

机译：在强度训练干预研究中验证半自动大腿肌和脂肪组织分割与手动分割

Validation of an active shape model-based semi-automated segmentation algorithm for the analysis of thigh muscle and adipose tissue cross-sectional areas

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