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Artificial intelligence for prediction of COVID-19 progression using CT imaging and clinical data.

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Title: Artificial intelligence for prediction of COVID-19 progression using CT imaging and clinical data.
Authors: Wang R; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA., Jiao Z; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA., Yang L; Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, China., Choi JW; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School at Brown University, Providence, RI, USA., Xiong Z; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China., Halsey K; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School at Brown University, Providence, RI, USA., Tran TML; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School at Brown University, Providence, RI, USA., Pan I; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA., Collins SA; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA., Feng X; Carina Medical, Carina, Australia., Wu J; Department of Radiology, Second Xiangya Hospital, Central South University, Changsha, China., Chang K; Massachusetts Institute of Technology, Cambridge, MA, USA., Shi LB; Department of Radiology, Yongzhou Central Hospital, Yongzhou, China., Yang S; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China., Yu QZ; Department of Radiology, The First Hospital of Changsha, Changsha, China., Liu J; Department of Radiology, Changde Second People's Hospital, Changde, China., Fu FX; Department of Radiology, Yiyang City Center Hospital, Yiyang, China., Jiang XL; Department of Radiology, Affiliated Nan Hua Hospital, University of South China, Hengyang, China., Wang DC; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China., Zhu LP; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China., Yi XP; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China., Healey TT; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA., Zeng QH; Department of Radiology, Loudi Central Hospital, Loudi, China., Liu T; Brown University School of Public Health, Providence, RI, USA., Hu PF; Department of Radiology, Chenzhou Second People's Hospital, Chenzhou, China., Huang RY; Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA., Li YH; Department of Radiology, Zhuzhou Central Hospital, Zhuzhou, China., Sebro RA; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA., Zhang PJL; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA., Wang J; School of Computer Science and Engineering, Central South University, Changsha, China., Atalay MK; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA., Liao WH; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China. owenliao@csu.edu.cn., Fan Y; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA., Bai HX; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA. harrison_bai@brown.edu.; Warren Alpert Medical School at Brown University, Providence, RI, USA. harrison_bai@brown.edu.
Source: European radiology [Eur Radiol] 2022 Jan; Vol. 32 (1), pp. 205-212. Date of Electronic Publication: 2021 Jul 05.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Wang+R%22">Wang R</searchLink>; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Jiao+Z%22">Jiao Z</searchLink>; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Yang+L%22">Yang L</searchLink>; Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Choi+JW%22">Choi JW</searchLink>; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School at Brown University, Providence, RI, USA.<br /><searchLink fieldCode="AU" term="%22Xiong+Z%22">Xiong Z</searchLink>; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Halsey+K%22">Halsey K</searchLink>; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School at Brown University, Providence, RI, USA.<br /><searchLink fieldCode="AU" term="%22Tran+TML%22">Tran TML</searchLink>; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School at Brown University, Providence, RI, USA.<br /><searchLink fieldCode="AU" term="%22Pan+I%22">Pan I</searchLink>; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.<br /><searchLink fieldCode="AU" term="%22Collins+SA%22">Collins SA</searchLink>; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.<br /><searchLink fieldCode="AU" term="%22Feng+X%22">Feng X</searchLink>; Carina Medical, Carina, Australia.<br /><searchLink fieldCode="AU" term="%22Wu+J%22">Wu J</searchLink>; Department of Radiology, Second Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Chang+K%22">Chang K</searchLink>; Massachusetts Institute of Technology, Cambridge, MA, USA.<br /><searchLink fieldCode="AU" term="%22Shi+LB%22">Shi LB</searchLink>; Department of Radiology, Yongzhou Central Hospital, Yongzhou, China.<br /><searchLink fieldCode="AU" term="%22Yang+S%22">Yang S</searchLink>; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Yu+QZ%22">Yu QZ</searchLink>; Department of Radiology, The First Hospital of Changsha, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Liu+J%22">Liu J</searchLink>; Department of Radiology, Changde Second People's Hospital, Changde, China.<br /><searchLink fieldCode="AU" term="%22Fu+FX%22">Fu FX</searchLink>; Department of Radiology, Yiyang City Center Hospital, Yiyang, China.<br /><searchLink fieldCode="AU" term="%22Jiang+XL%22">Jiang XL</searchLink>; Department of Radiology, Affiliated Nan Hua Hospital, University of South China, Hengyang, China.<br /><searchLink fieldCode="AU" term="%22Wang+DC%22">Wang DC</searchLink>; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhu+LP%22">Zhu LP</searchLink>; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Yi+XP%22">Yi XP</searchLink>; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Healey+TT%22">Healey TT</searchLink>; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.<br /><searchLink fieldCode="AU" term="%22Zeng+QH%22">Zeng QH</searchLink>; Department of Radiology, Loudi Central Hospital, Loudi, China.<br /><searchLink fieldCode="AU" term="%22Liu+T%22">Liu T</searchLink>; Brown University School of Public Health, Providence, RI, USA.<br /><searchLink fieldCode="AU" term="%22Hu+PF%22">Hu PF</searchLink>; Department of Radiology, Chenzhou Second People's Hospital, Chenzhou, China.<br /><searchLink fieldCode="AU" term="%22Huang+RY%22">Huang RY</searchLink>; Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Li+YH%22">Li YH</searchLink>; Department of Radiology, Zhuzhou Central Hospital, Zhuzhou, China.<br /><searchLink fieldCode="AU" term="%22Sebro+RA%22">Sebro RA</searchLink>; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Zhang+PJL%22">Zhang PJL</searchLink>; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Wang+J%22">Wang J</searchLink>; School of Computer Science and Engineering, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Atalay+MK%22">Atalay MK</searchLink>; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.<br /><searchLink fieldCode="AU" term="%22Liao+WH%22">Liao WH</searchLink>; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China. owenliao@csu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Fan+Y%22">Fan Y</searchLink>; Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA.; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Bai+HX%22">Bai HX</searchLink>; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA. harrison_bai@brown.edu.; Warren Alpert Medical School at Brown University, Providence, RI, USA. harrison_bai@brown.edu.
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  Data: <searchLink fieldCode="JN" term="%229114774%22">European radiology</searchLink> [Eur Radiol] 2022 Jan; Vol. 32 (1), pp. 205-212. <i>Date of Electronic Publication: </i>2021 Jul 05.
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