Automatic segmentation of head-neck organs by Multi-mode CNNs for radiation therapy

机译：多模式CNN自动分割头颈部器官进行放射治疗

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来源
《International Conference on Medical Imaging Physics and Engineering》|2019年|1-5|共5页
会议地点 Shenzhen(CN)
作者
Qianxi Yang; Shuo Zhang; Xinlong Sun; Jirang Sun; Kehong Yuan;
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作者单位

Tsinghua Shenzhen International Graduate School Shenzhen China;

Tsinghua University School of Medicine Beijing China;

The Beijing Sanbo Brain Hospital Beijing China;

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原文格式 PDF
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关键词
Image segmentation; Computed tomography; Head; Three-dimensional displays; Salivary glands; Neck; Biomedical applications of radiation;

机译：图像分割CT检查;头;三维显示器;唾液腺;颈部;辐射的生物医学应用;

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专利

1. Fast and Automatic Segmentation of Multiple Organs from ViewRay MR Images Using Deep Densely Connected CNN for Adaptive Radiation Therapy Treatment Planning [J] . Fu Y., Mazur T. R., Liu S., International Journal of Radiation Oncology, Biology, Physics . 2018,第3Suppla期

机译：通过深致密连接的CNN从ViewRay MR图像中快速和自动分割多器官，用于适应性辐射治疗治疗计划
2. Automatic Segmentation of Multiple Organs From ViewRay MR Images Using Deep Densely Connected CNN for MRI Guided Adaptive Radiotherapy [J] . Fu Y., Mazur T., Liu S., Medical Physics . 2018,第6期

机译：使用深致密连接的CNN用于MRI引导自适应放射治疗的viewRay MR图像的多个器官的自动分割
3. Evaluation of an atlas-based automatic segmentation software for the delineation of brain organs at risk in a radiation therapy clinical context. [J] . Isambert A, Dhermain F, Bidault F, Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology . 2008,第1期

机译：基于图集的自动分割软件的评估，用于描绘放射治疗临床环境中处于危险中的脑器官。
4. Automatic segmentation of head-neck organs by Multi-mode CNNs for radiation therapy [C] . Qianxi Yang, Shuo Zhang, Xinlong Sun, International Conference on Medical Imaging Physics and Engineering . 2019

机译：通过多模CNN进行辐射治疗的头颈器官自动分割
5. Automatic, Script-Based Radiation Therapy Treatment Planning for Organs-At-Risk Sparing: Design, Feasibility, and Validation [D] . Gill, Gurtej. 2020

机译：自动，基于脚本的放射治疗治疗机关 - 风险备件：设计，可行性和验证
6. CNN-Based Quality Assurance for Automatic Segmentation of Breast Cancer in Radiotherapy [O] . Xinyuan Chen, Kuo Men, Bo Chen, 2020

机译：基于CNN的放射治疗中乳腺癌自动分割的质量保证
7. Fully automatic, multi-organ segmentation in normal whole body magnetic resonance imaging (MRI), using classification forests (CFs), convolutional neural networks (CNNs) and a multi-atlas (MA) approach. [O] . Lavdas, I, Glocker, B, Kamnitsas, K, 2017

机译：使用分类森林（CF），卷积神经网络（CNN）和多图谱（ma）方法在正常全身磁共振成像（mRI）中进行全自动多器官分割。
8. Automatic Organ Localization for Adaptive Radiation Therapy for Prostate Cancer [R] . Joshi, S. C. 2006

机译：自适应放射治疗前列腺癌的器官定位

Automatic segmentation of head-neck organs by Multi-mode CNNs for radiation therapy

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