Literature DB >> 33784017

Accurate classification of COVID-19 patients with different severity via machine learning.

Chaoyang Sun1,2, Yong Bai3, Dongsheng Chen3, Liang He1,2, Jiacheng Zhu3,4, Xiangning Ding3,4, Lihua Luo3,4, Yan Ren3, Hui Xing5, Xin Jin3,6,7, Gang Chen1,2.   

Abstract

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Year:  2021        PMID： 33784017      PMCID： PMC7908044          DOI： 10.1002/ctm2.323

Source DB:  PubMed          Journal:  Clin Transl Med        ISSN： 2001-1326


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  5 in total

1.  Proteomic and Metabolomic Characterization of COVID-19 Patient Sera.

Authors:  Bo Shen; Xiao Yi; Yaoting Sun; Xiaojie Bi; Juping Du; Chao Zhang; Sheng Quan; Fangfei Zhang; Rui Sun; Liujia Qian; Weigang Ge; Wei Liu; Shuang Liang; Hao Chen; Ying Zhang; Jun Li; Jiaqin Xu; Zebao He; Baofu Chen; Jing Wang; Haixi Yan; Yufen Zheng; Donglian Wang; Jiansheng Zhu; Ziqing Kong; Zhouyang Kang; Xiao Liang; Xuan Ding; Guan Ruan; Nan Xiang; Xue Cai; Huanhuan Gao; Lu Li; Sainan Li; Qi Xiao; Tian Lu; Yi Zhu; Huafen Liu; Haixiao Chen; Tiannan Guo
Journal:  Cell       Date:  2020-05-28       Impact factor: 41.582

2.  Omics-Driven Systems Interrogation of Metabolic Dysregulation in COVID-19 Pathogenesis.

Authors:  Jin-Wen Song; Sin Man Lam; Xing Fan; Wen-Jing Cao; Si-Yu Wang; He Tian; Gek Huey Chua; Chao Zhang; Fan-Ping Meng; Zhe Xu; Jun-Liang Fu; Lei Huang; Peng Xia; Tao Yang; Shaohua Zhang; Bowen Li; Tian-Jun Jiang; Raoxu Wang; Zehua Wang; Ming Shi; Ji-Yuan Zhang; Fu-Sheng Wang; Guanghou Shui
Journal:  Cell Metab       Date:  2020-06-24       Impact factor: 27.287

3.  Impaired type I interferon activity and inflammatory responses in severe COVID-19 patients.

Authors:  Jérôme Hadjadj; Nader Yatim; Darragh Duffy; Frédéric Rieux-Laucat; Solen Kernéis; Benjamin Terrier; Laura Barnabei; Aurélien Corneau; Jeremy Boussier; Nikaïa Smith; Hélène Péré; Bruno Charbit; Vincent Bondet; Camille Chenevier-Gobeaux; Paul Breillat; Nicolas Carlier; Rémy Gauzit; Caroline Morbieu; Frédéric Pène; Nathalie Marin; Nicolas Roche; Tali-Anne Szwebel; Sarah H Merkling; Jean-Marc Treluyer; David Veyer; Luc Mouthon; Catherine Blanc; Pierre-Louis Tharaux; Flore Rozenberg; Alain Fischer
Journal:  Science       Date:  2020-07-13       Impact factor: 47.728

4.  Systems biological assessment of immunity to mild versus severe COVID-19 infection in humans.

Authors:  Prabhu S Arunachalam; Florian Wimmers; Chris Ka Pun Mok; Ranawaka A P M Perera; Madeleine Scott; Thomas Hagan; Natalia Sigal; Yupeng Feng; Laurel Bristow; Owen Tak-Yin Tsang; Dhananjay Wagh; John Coller; Kathryn L Pellegrini; Dmitri Kazmin; Ghina Alaaeddine; Wai Shing Leung; Jacky Man Chun Chan; Thomas Shiu Hong Chik; Chris Yau Chung Choi; Christopher Huerta; Michele Paine McCullough; Huibin Lv; Evan Anderson; Srilatha Edupuganti; Amit A Upadhyay; Steve E Bosinger; Holden Terry Maecker; Purvesh Khatri; Nadine Rouphael; Malik Peiris; Bali Pulendran
Journal:  Science       Date:  2020-08-11       Impact factor: 47.728

5.  Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal

Authors:  Laure Wynants; Ben Van Calster; Gary S Collins; Richard D Riley; Georg Heinze; Ewoud Schuit; Marc M J Bonten; Darren L Dahly; Johanna A A Damen; Thomas P A Debray; Valentijn M T de Jong; Maarten De Vos; Paul Dhiman; Maria C Haller; Michael O Harhay; Liesbet Henckaerts; Pauline Heus; Michael Kammer; Nina Kreuzberger; Anna Lohmann; Kim Luijken; Jie Ma; Glen P Martin; David J McLernon; Constanza L Andaur Navarro; Johannes B Reitsma; Jamie C Sergeant; Chunhu Shi; Nicole Skoetz; Luc J M Smits; Kym I E Snell; Matthew Sperrin; René Spijker; Ewout W Steyerberg; Toshihiko Takada; Ioanna Tzoulaki; Sander M J van Kuijk; Bas van Bussel; Iwan C C van der Horst; Florien S van Royen; Jan Y Verbakel; Christine Wallisch; Jack Wilkinson; Robert Wolff; Lotty Hooft; Karel G M Moons; Maarten van Smeden
Journal:  BMJ       Date:  2020-04-07
  5 in total
  6 in total

1.  Early and long term antibody kinetics of asymptomatic and mild disease COVID-19 patients.

Authors:  Shai Efrati; Merav Catalogna; Ramzia Abu Hamed; Amir Hadanny; Adina Bar-Chaim; Patricia Benveniste-Levkovitz; Refael Strugo; Osnat Levtzion-Korach
Journal:  Sci Rep       Date:  2021-07-02       Impact factor: 4.379

2.  Individual Factors Associated With COVID-19 Infection: A Machine Learning Study.

Authors:  Tania Ramírez-Del Real; Mireya Martínez-García; Manlio F Márquez; Laura López-Trejo; Guadalupe Gutiérrez-Esparza; Enrique Hernández-Lemus
Journal:  Front Public Health       Date:  2022-06-30

3.  How to translate the knowledge of COVID-19 into the prevention of Omicron variants.

Authors:  Xiangdong Wang; Charles A Powell
Journal:  Clin Transl Med       Date:  2021-12

4.  Measurement of SARS-CoV-2 Antibody Titers Improves the Prediction Accuracy of COVID-19 Maximum Severity by Machine Learning in Non-Vaccinated Patients.

Authors:  Makoto Kurano; Hiroko Ohmiya; Yoshiro Kishi; Jun Okada; Yuki Nakano; Rin Yokoyama; Chungen Qian; Fuzhen Xia; Fan He; Liang Zheng; Yi Yu; Daisuke Jubishi; Koh Okamoto; Kyoji Moriya; Tatsuhiko Kodama; Yutaka Yatomi
Journal:  Front Immunol       Date:  2022-01-21       Impact factor: 7.561

5.  Machine learning application for the prediction of SARS-CoV-2 infection using blood tests and chest radiograph.

Authors:  Richard Du; Efstratios D Tsougenis; Joshua W K Ho; Joyce K Y Chan; Keith W H Chiu; Benjamin X H Fang; Ming Yen Ng; Siu-Ting Leung; Christine S Y Lo; Ho-Yuen F Wong; Hiu-Yin S Lam; Long-Fung J Chiu; Tiffany Y So; Ka Tak Wong; Yiu Chung I Wong; Kevin Yu; Yiu-Cheong Yeung; Thomas Chik; Joanna W K Pang; Abraham Ka-Chung Wai; Michael D Kuo; Tina P W Lam; Pek-Lan Khong; Ngai-Tseung Cheung; Varut Vardhanabhuti
Journal:  Sci Rep       Date:  2021-07-09       Impact factor: 4.379

6.  COVI3D: Automatic COVID-19 CT Image-Based Classification and Visualization Platform Utilizing Virtual and Augmented Reality Technologies.

Authors:  Samir Benbelkacem; Adel Oulefki; Sos Agaian; Nadia Zenati-Henda; Thaweesak Trongtirakul; Djamel Aouam; Mostefa Masmoudi; Mohamed Zemmouri
Journal:  Diagnostics (Basel)       Date:  2022-03-07
  6 in total

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