From community-acquired pneumonia to COVID-19: a deep learning–based method for quantitative analysis of COVID-19 on thick-section CT scans
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Jing Xiao | Dakai Jin | Liangxin Gao | Yuling Tang | Zheyu Hu | Lingyun Huang | Yang Li | Zheng Zhong | Yue Sun | Xianghua Ye | Zhang Li | Tianyu Zhang | Li Yu
[1] K. Cao,et al. Using Artificial Intelligence to Detect COVID-19 and Community-acquired Pneumonia Based on Pulmonary CT: Evaluation of the Diagnostic Accuracy , 2020 .
[2] Jianjiang Feng,et al. Longitudinal Assessment of COVID-19 Using a Deep Learning–based Quantitative CT Pipeline: Illustration of Two Cases , 2020, Radiology. Cardiothoracic imaging.
[3] Q. Tao,et al. Serial Quantitative Chest CT Assessment of COVID-19: A Deep Learning Approach , 2020, Radiology. Cardiothoracic imaging.
[4] Yaozong Gao,et al. Lung Infection Quantification of COVID-19 in CT Images with Deep Learning , 2020, ArXiv.
[5] Yicheng Fang,et al. Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR , 2020, Radiology.
[6] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[7] K. Cao,et al. Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT , 2020, Radiology.
[8] Lian-lian Wu,et al. Deep learning-based model for detecting 2019 novel coronavirus pneumonia on high-resolution computed tomography: a prospective study , 2020, medRxiv.
[9] Jun Liu,et al. Chest CT for Typical 2019-nCoV Pneumonia: Relationship to Negative RT-PCR Testing , 2020, Radiology.
[10] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[11] F D Thomas,et al. Density patterns in the normal lung as determined by computed tomography. , 1980, Radiology.
[12] S. Achenbach,et al. Influence of slice thickness and reconstruction kernel on the computed tomographic attenuation of coronary atherosclerotic plaque. , 2010, Journal of cardiovascular computed tomography.
[13] Bo Xu,et al. A deep learning algorithm using CT images to screen for Corona virus disease (COVID-19) , 2020, European Radiology.
[14] Q. Tao,et al. Correlation of Chest CT and RT-PCR Testing in Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases , 2020, Radiology.
[15] Xianchun Zeng,et al. Severe COVID-19 Pneumonia: Assessing Inflammation Burden with Volume-rendered Chest CT , 2020, Radiology. Cardiothoracic imaging.