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Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation, Histograms and HU Thresholds

机译：使用深度学习的分割，直方图和HU阈值自动化肺炎和健康肺的CT肺密度分析

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Andrej Romanov; Michael Bach; Shan Yang; Fabian C. Franzeck; Gregor Sommer; Constantin Anastasopoulos; Jens Bremerich; Bram Stieltjes; Thomas Weikert; Alexander Walter Sauter;
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1. Deep learning-based segmentation of the lung in MR-images acquired by a stack-of-spirals trajectory at ultra-short echo-times [J] . Andreas M. Weng, Julius F. Heidenreich, Corona Metz, BMC Medical Imaging . 2021,第1期

机译：在超短期回声时间内由螺旋轨迹获取的MR图像中肺部的深度学习分割
2. Validation of Deep Learning-based Auto-Segmentation for Organs at Risk and Gross Tumor Volumes in Lung Stereotactic Body Radiotherapy [J] . Wong J., Huang V., Giambattista J. A., International Journal of Radiation Oncology, Biology, Physics . 2019,第1Suppla期

机译：吞咽基于深度学习的自动分割的风险和肿瘤大规模放射疗法的危险
3. VALIDATION OF DEEP LEARNING-BASED AUTO-SEGMENTATION FOR ORGANS AT RISK AND GROSS TUMOUR VOLUMES IN LUNG STEREOTACTIC BODY RADIOTHERAPY [J] . Wong Jordan, Huang Vicky, Teke Tony, Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology . 2019,第期

机译：肺部立体定向体放射疗法风险和肿瘤大量的机构的深度学习自动分割的验证
4. Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer [C] . Yu. Gordienko, Peng Gang, Jiang Hui, International Conference on Computer Science, Engineering and Education Applications . 2018

机译：肺部肺癌胸X射线分析肺部分割和骨影排斥技术深入学习
5. High Throughput Image Labeling and Lung/Lobar Segmentation on Chest CT Using Deep Learning [D] . Wang, Xiaoyong. 2019

机译：深度吞吐图像标记和胸部CT使用深度学习的肺/洛洛段分割
6. Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation Histograms and HU Thresholds [O] . Andrej Romanov, Michael Bach, Shan Yang, 2021

机译：使用深度学习的分割直方图和HU阈值自动化肺炎和健康肺的CT肺密度分析
7. Validation of Deep Learning-based Auto-Segmentation for Organs at Risk and Gross Tumor Volumes in Lung Stereotactic Body Radiotherapy [O] . J. Wong, V. Huang, J.A. Giambattista, 2019

机译：吞咽基于深度学习的自动分割的风险和肿瘤大规模放射疗法的危险

Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation, Histograms and HU Thresholds

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