An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data.

Autor: Kim CK; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Department of Computer Science, Brown University, Providence, RI, 02912, USA., Choi JW; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Jiao Z; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Wang D; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China., Wu J; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China., Yi TY; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Halsey KC; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Eweje F; Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, 19104, USA., Tran TML; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Liu C; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China., Wang R; Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, 19104, USA., Sollee J; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Hsieh C; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Chang K; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02129, USA., Yang FX; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China., Singh R; Department of Computer Science, Brown University, Providence, RI, 02912, USA.; Center for Computational Molecular Biology, Brown University, Providence, RI, 02912, USA., Ou JL; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China., Huang RY; Department of Radiology, Brigham and Women's Hospital, Boston, MA, 02115, USA., Feng C; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China., Feldman MD; Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, 19104, USA., Liu T; Department of Biostatistics, Brown University, Providence, RI, 02912, USA., Gong JS; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China., Lu S; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China., Eickhoff C; Center for Biomedical Informatics, Brown University, Providence, RI, 02912, USA., Feng X; Carina Medical, Lexington, KY, 40513, USA., Kamel I; Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD, 21205, USA., Sebro R; Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, 19104, USA., Atalay MK; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Healey T; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA., Fan Y; Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, 19104, USA., Liao WH; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China. owenliao@csu.edu.cn., Wang J; School of Computer Science and Engineering, Central South University, Changsha, China. jxwang@mail.csu.edu.cn., Bai HX; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, 02903, USA. harrison_bai@brown.edu.; Warren Alpert Medical School of Brown University, Providence, RI, 02912, USA. harrison_bai@brown.edu.; Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD, 21205, USA. harrison_bai@brown.edu.

Publikováno v: NPJ digital medicine [NPJ Digit Med] 2022 Jan 14; Vol. 5 (1), pp. 5. Date of Electronic Publication: 2022 Jan 14.