Title: Assisting Scalable Diagnosis Automatically via CT Images in the Combat against COVID-19

the Combat against COVID-19 Bohan Liu, Pan Liu, Lutao Dai, Yanlin Yang, Peng Xie, Yiqing Tan, Jicheng Du, Wei Shan, Chenghui Zhao, Qin Zhong, Xixiang Lin, Xizhou Guan, Ning Xing, Yuhui Sun, Wenjun Wang, Zhibing Zhang, Xia Fu , Yanqing Fan, Meifang Li, Na Zhang, Lin Li, Yaou Liu, Lin Xu, Jingbo Du, Zhenhua Zhao, Xuelong Hu, Weipeng Fan, Rongpin Wang, Chongchong Wu, Yongkang Nie, Liuquan Cheng, Lin Ma, Zongren Li, Qian Jia, Minchao Liu , Huayuan Guo , Gao Huang, Haipeng Shen, Weimin An, Hao Li, Jianxin Zhou, Kunlun He

[1]  M. Refaat,et al.  Faculty Opinions recommendation of An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction. , 2020, Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature.

[2]  Jiamin Liu,et al.  Automated CT biomarkers for opportunistic prediction of future cardiovascular events and mortality in an asymptomatic screening population: a retrospective cohort study. , 2020, The Lancet. Digital health.

[3]  K. Cao,et al.  Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT , 2020, Radiology.

[4]  Erika Hayasaki,et al.  Covid-19: how doctors and healthcare systems are tackling coronavirus worldwide , 2020, BMJ.

[5]  Yonatan H. Grad,et al.  Projecting the transmission dynamics of SARS-CoV-2 through the postpandemic period , 2020, Science.

[6]  Xiang Li,et al.  On the origin and continuing evolution of SARS-CoV-2 , 2020, National science review.

[7]  S. Humphries,et al.  Imaging research in fibrotic lung disease; applying deep learning to unsolved problems. , 2020, The Lancet. Respiratory medicine.

[8]  Jun Liu,et al.  Chest CT for Typical 2019-nCoV Pneumonia: Relationship to Negative RT-PCR Testing , 2020, Radiology.

[9]  Xiaolong Qi,et al.  CT Imaging of the 2019 Novel Coronavirus (2019-nCoV) Pneumonia , 2020, Radiology.

[10]  G. Gao,et al.  A Novel Coronavirus from Patients with Pneumonia in China, 2019 , 2020, The New England journal of medicine.

[11]  S. Lo,et al.  A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: a study of a family cluster , 2020, The Lancet.

[12]  Hongzhou Lu,et al.  Outbreak of pneumonia of unknown etiology in Wuhan, China: The mystery and the miracle , 2020, Journal of medical virology.

[13]  Ömer ACER,et al.  Comparison of RT-PCR , 2020 .

[14]  Qun Li.  Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus–Infected Pneumonia , 2020 .

[15]  Lori Stewart,et al.  Prediction of lung cancer risk at follow-up screening with low-dose CT: a training and validation study of a deep learning method. , 2019, The Lancet. Digital health.

[16]  S. Walsh,et al.  Deep learning for classifying fibrotic lung disease on high-resolution computed tomography: a case-cohort study. , 2018, The Lancet. Respiratory medicine.

[17]  Dennis Andersson,et al.  A retrospective cohort study , 2018 .

[18]  Andrea Vedaldi,et al.  Instance Normalization: The Missing Ingredient for Fast Stylization , 2016, ArXiv.

[19]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[20]  P. Marik,et al.  A Descriptive Study , 2015 .

[21]  Geoffrey E. Hinton,et al.  Visualizing Data using t-SNE , 2008 .

[22]  Bryan Langholz,et al.  Case–Cohort Study , 2005 .