An End-to-End Integrated Clinical and CT-Based Radiomics Nomogram for Predicting Disease Severity and Need for Ventilator Support in COVID-19 Patients: A Large Multisite Retrospective Study.

Vaidya, Pranjal; Alilou, Mehdi; Hiremath, Amogh; Gupta, Amit; Bera, Kaustav; Furin, Jennifer; Armitage, Keith; Gilkeson, Robert; Yuan, Lei; Fu, Pingfu; Lu, Cheng; Ji, Mengyao; Madabhushi, Anant

Vaidya, Pranjal; Alilou, Mehdi; Hiremath, Amogh; Gupta, Amit; Bera, Kaustav; Furin, Jennifer; Armitage, Keith; Gilkeson, Robert; Yuan, Lei; Fu, Pingfu; Lu, Cheng; Ji, Mengyao; Madabhushi, Anant.

Afiliação

Vaidya P; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States.
Alilou M; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States.
Hiremath A; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States.
Gupta A; Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, United States.
Bera K; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States.
Furin J; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY, United States.
Armitage K; Department of Infectious Diseases, University Hospitals Cleveland Medical Center, Cleveland, OH, United States.
Gilkeson R; Department of Infectious Diseases, University Hospitals Cleveland Medical Center, Cleveland, OH, United States.
Yuan L; Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, United States.
Fu P; Department of Information Center, Renmin Hospital of Wuhan University, Wuhan, China.
Lu C; Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, United States.
Ji M; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States.
Madabhushi A; Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.