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FatSegNet: A fully automated deep learning pipeline for adipose tissue segmentation on abdominal dixon MRI

机译：Fatsegnet：腹部迪克森MRI上的脂肪组织分割完全自动化的深层学习管道

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Santiago Estrada; Ran Lu; Sailesh Conjeti; Ximena Orozco‐Ruiz; Joana Panos‐Willuhn; Monique M. B. Breteler; Martin Reuter;
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1. Automated segmentation of abdominal subcutaneous adipose tissue and visceral adipose tissue in obese adolescent in MRI [J] . Steve C.N. Hui, Teng Zhang, Lin Shi, Magnetic resonance imaging: An International journal of basic research and clinical applications . 2018,第期

机译：MRI中肥胖青少年腹部皮下脂肪组织和内粘膜脂肪组织的自动分割
2. Comparison of T1-weighted 2D TSE, 3D SPGR, and two-point 3D Dixon MRI for automated segmentation of visceral adipose tissue at 3 Tesla [J] . Fallah Faezeh, Machann Juergen, Martirosian Petros, Magma: Magnetic resonance materials in physics, biology, and medicine . 2017,第2期

机译：T1加权2D TSE，3D SPGR和两点3D Dixon MRI对3特斯拉的内脏脂肪组织自动分割的比较
3. Fully convolutional networks for automated segmentation of abdominal adipose tissue depots in multicenter water–fat MRI [J] . Langner Taro, Hedstr?m Anders, M?rwald Katharina, Magnetic resonance in medicine: official journal of the Society of Magnetic Resonance in Medicine . 2019,第4期

机译：用于多中心水 - 脂肪MRI中腹部脂肪组织仓库自动分割的完全卷积网络
4. An automated segmentation for direct assessment of adipose tissue distribution from thoracic and abdominal Dixon-technique MR images [C] . Jason E. Hill, Maria Fernandez-del-Valle, Ryan Hayden, Conference on Image Processing . 2017

机译：从胸和腹Dixon技术MR图像直接评估脂肪组织分布的自动分割
5. Machine-learning based automated segmentation tool development for large-scale multicenter MRI data analysis. [D] . Kim, Eun Young. 2013

机译：基于机器学习的自动分割工具开发，用于大规模多中心MRI数据分析。
6. Deep Learning Automated Segmentation for Muscle and Adipose Tissue from Abdominal Computed Tomography in Polytrauma Patients [O] . Leanne L. G. C. Ackermans, Leroy Volmer, Leonard Wee, 2021

机译：腹部计算机断层扫描中肌肉和脂肪组织的深度学习自动分割
7. Automated measurement and segmentation of abdominal adipose tissue in MRI [O] . Daniel Lewis Sussman, Jianhua Yao, Ronald M. Summers 2010

机译：MRI中腹部脂肪组织的自动测量和分割

FatSegNet: A fully automated deep learning pipeline for adipose tissue segmentation on abdominal dixon MRI

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