Correlation of Chest CT and RT-PCR Testing for Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases.
Tao Ai,Zhenlu Yang,Hongyan Hou,Chenao Zhan,Chong Chen,Wen-Zhi Lv,Qian Tao,Ziyong Sun,Liming Xia +8 more
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TLDR
Chest CT has a high sensitivity for diagnosis of CO VID-19 and may be considered as a primary tool for the current COVID-19 detection in epidemic areas, as well as for patients with multiple RT-PCR assays.Citations
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COVID-Net: a tailored deep convolutional neural network design for detection of COVID-19 cases from chest X-ray images.
TL;DR: COVID-Net is introduced, a deep convolutional neural network design tailored for the detection of COVID-19 cases from chest X-ray (CXR) images that is open source and available to the general public, and COVIDx, an open access benchmark dataset comprising of 13,975 CXR images across 13,870 patient patient cases.
Journal ArticleDOI
Surviving Sepsis Campaign: guidelines on the management of critically ill adults with Coronavirus Disease 2019 (COVID-19)
Waleed Alhazzani,Morten Hylander Møller,Yaseen M. Arabi,Mark Loeb,Michelle Ng Gong,Eddy Fan,Simon Oczkowski,Mitchell M. Levy,Mitchell M. Levy,Lennie P. G. Derde,Lennie P. G. Derde,Amy L. Dzierba,Bin Du,Michael S. Aboodi,Hannah Wunsch,Hannah Wunsch,Maurizio Cecconi,Younsuck Koh,Daniel S. Chertow,Kathryn Maitland,Fayez Alshamsi,Emilie P. Belley-Côté,Emilie P. Belley-Côté,Massimiliano Greco,Matthew Laundy,Jill S. Morgan,Jozef Kesecioglu,Allison McGeer,Leonard A. Mermel,Manoj J. Mammen,Paul E. Alexander,Amy S. Arrington,John Centofanti,Giuseppe Citerio,Bandar Baw,Bandar Baw,Ziad A. Memish,Naomi E Hammond,Naomi E Hammond,Frederick G Hayden,Laura Evans,Andrew Rhodes +41 more
TL;DR: The Surviving Sepsis Campaign CO VID-19 panel issued several recommendations to help support healthcare workers caring for critically ill ICU patients with COVID-19, and will provide new recommendations in further releases of these guidelines.
Journal ArticleDOI
Using Artificial Intelligence to Detect COVID-19 and Community-acquired Pneumonia Based on Pulmonary CT: Evaluation of the Diagnostic Accuracy.
Lin Li,Lixin Qin,Zeguo Xu,Youbing Yin,Xin Wang,Bin Kong,Junjie Bai,Lu Yi,Zhenghan Fang,Qi Song,Kunlin Cao,Daliang Liu,Guisheng Wang,Qi-Zhong Xu,Xisheng Fang,Shiqin Zhang,Juan Xia,Jun Xia +17 more
TL;DR: A deep learning model was developed to extract visual features from volumetric chest CT scans for the detection of coronavirus 2019 and differentiate it from community-acquired pneumonia and other lung conditions.
Journal ArticleDOI
Diagnosing COVID-19: The Disease and Tools for Detection
Buddhisha Udugama,Pranav Kadhiresan,Hannah N Kozlowski,Ayden Malekjahani,Matthew Osborne,Vanessa Y C Li,Hongmin Chen,Samira Mubareka,Samira Mubareka,Jonathan B. Gubbay,Warren C. W. Chan +10 more
TL;DR: Diagnostic and surveillance technologies for SARS-CoV-2 and their performance characteristics are described and point-of-care diagnostics that are on the horizon are described to encourage academics to advance their technologies beyond conception.
Journal ArticleDOI
The Role of Chest Imaging in Patient Management during the COVID-19 Pandemic: A Multinational Consensus Statement from the Fleischner Society
Geoffrey D. Rubin,Christopher J. Ryerson,Linda B. Haramati,Nicola Sverzellati,Jeffrey P. Kanne,Suhail Raoof,Neil W. Schluger,Annalisa Volpi,Jae-Joon Yim,Ian B.K. Martin,Deverick J. Anderson,Christina S. Kong,Talissa A. Altes,Andrew Bush,Sujal R. Desai,Jonathan G. Goldin,Jin Mo Goo,Marc Humbert,Yoshikazu Inoue,Hans-Ulrich Kauczor,Fengming Luo,Peter J. Mazzone,Mathias Prokop,Martine Remy-Jardin,Luca Richeldi,Cornelia M. Schaefer-Prokop,Noriyuki Tomiyama,Athol U. Wells,Ann N. Leung +28 more
TL;DR: A multidisciplinary panel comprised principally of radiologists and pulmonologists from 10 countries with experience managing COVID-19 patients across a spectrum of healthcare environments evaluated the utility of imaging within three scenarios representing varying risk factors, community conditions, and resource constraints, resulting in five main and three additional recommendations intended to guide medical practitioners in the use of CXR and CT in the management of COIDs.
References
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Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China
Chaolin Huang,Yeming Wang,Xingwang Li,Lili Ren,Jianping Zhao,Yi Hu,Li Zhang,Guohui Fan,Jiuyang Xu,Xiaoying Gu,Zhenshun Cheng,Ting Yu,Jia'an Xia,Yuan Wei,Wenjuan Wu,Xuelei Xie,Wen Yin,Li Hui,Min Liu,Yan Xiao,Hong Gao,Li Guo,Jungang Xie,Guang-Fa Wang,Rongmeng Jiang,Zhancheng Gao,Qi Jin,Jianwei Wang,Bin Cao +28 more
TL;DR: The epidemiological, clinical, laboratory, and radiological characteristics and treatment and clinical outcomes of patients with laboratory-confirmed 2019-nCoV infection in Wuhan, China, were reported.
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Clinical Characteristics of Coronavirus Disease 2019 in China.
Wei-jie Guan,Zhengyi Ni,Yu Hu,Wenhua Liang,Chun-Quan Ou,Jianxing He,Lei Liu,Hong Shan,Chunliang Lei,David S.C. Hui,Bin Du,Lanjuan Li,Guang Zeng,Kowk-Yung Yuen,Ruchong Chen,Chun-Li Tang,Tao Wang,Ping-Yan Chen,Jie Xiang,Shiyue Li,Jinlin Wang,Zi-jing Liang,Yi-xiang Peng,Li Wei,Yong Liu,Ya-hua Hu,Peng Peng,Jian-ming Wang,Ji-yang Liu,Zhong Chen,Gang Li,Zhi-jian Zheng,Shao-qin Qiu,Jie Luo,Chang-jiang Ye,Shao-yong Zhu,Nanshan Zhong +36 more
TL;DR: During the first 2 months of the current outbreak, Covid-19 spread rapidly throughout China and caused varying degrees of illness, and patients often presented without fever, and many did not have abnormal radiologic findings.
Journal ArticleDOI
The epidemiological characteristics of an outbreak of 2019 novel coronavirus diseases (COVID-19) in China
TL;DR: The COVID-19 epidemic has spread very quickly and only took 30 days to expand from Hubei to the rest of Mainland China, with many people returning from a long holiday, China needs to prepare for the possible rebound of the epidemic.
Journal ArticleDOI
Time Course of Lung Changes at Chest CT during Recovery from Coronavirus Disease 2019 (COVID-19).
Feng Pan,Tianhe Ye,Peng Sun,Shan Gui,Bo Liang,Lingli Li,Dandan Zheng,Jiazheng Wang,Richard L. Hesketh,Lian Yang,Chuansheng Zheng +10 more
TL;DR: In patients recovering from coronavirus disease 2019 (without severe respiratory distress during the disease course), lung abnormalities on chest CT scans showed greatest severity approximately 10 days after initial onset of symptoms.
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CT Imaging Features of 2019 Novel Coronavirus (2019-nCoV).
Michael H. Chung,Adam Bernheim,Xueyan Mei,Ning Zhang,Mingqian Huang,Xianjun Zeng,Jiufa Cui,Wenjian Xu,Yang Yang,Zahi A. Fayad,Adam Jacobi,Kunwei Li,Shaolin Li,Hong Shan +13 more
TL;DR: In this retrospective case series, chest CT scans of 21 symptomatic patients from China infected with the 2019 novel coronavirus were reviewed, with emphasis on identifying and characterizing the most common findings.
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