TY - JOUR
AU - Williams, Ross D.
AU - Markus, Aniek F.
AU - Yang, Cynthia
AU - Duarte-Salles, Talita
AU - DuVall, Scott L.
AU - Falconer, Thomas
AU - Jonnagaddala, Jitendra
AU - Kim, Chungsoo
AU - Rho, Yeunsook
AU - Williams, Andrew E.
AU - Machado, Amanda Alberga
AU - An, Min Ho
AU - Aragón, María
AU - Areia, Carlos
AU - Burn, Edward
AU - Choi, Young Hwa
AU - Drakos, Iannis
AU - Abrahão, Maria Tereza Fernandes
AU - Fernández-Bertolín, Sergio
AU - Hripcsak, George
AU - Kaas-Hansen, Benjamin Skov
AU - Kandukuri, Prasanna L.
AU - Kors, Jan A.
AU - Kostka, Kristin
AU - Liaw, Siaw-Teng
AU - Lynch, Kristine E.
AU - Machnicki, Gerardo
AU - Matheny, Michael E.
AU - Morales, Daniel R.
AU - Nyberg, Fredrik
AU - Park, Rae Woong
AU - Prats-Uribe, Albert
AU - Pratt, Nicole
AU - Rao, Gowtham A.
AU - Reich, Christian G.
AU - Rivera, Marcela
AU - Seinen, Tom
AU - Shoaibi, Azza
AU - Spotnitz, Matthew E.
AU - Steyerberg, Ewout W.
AU - Suchard, Marc A.
AU - You, Seng Chan
AU - Zhang, Lin
AU - Zhou, Lili
AU - Ryan, Patrick B.
AU - Prieto-Alhambra, Daniel
AU - Reps, Jenna M.
AU - Rijnbeek, Peter R.
PY - 2022
DA - January
TI - Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network
JO - BMC Medical Research Methodology
VL - 22
DO - https://doi.org/10.1186/s12874-022-01505-z
AB - Background: We investigated whether we could use influenza data to develop prediction models for COVID-19 to increase the speed at which prediction models can reliably be developed and validated early in a pandemic. We developed COVID-19 Estimated Risk (COVER) scores that quantify a patient's risk of hospital admission with pneumonia (COVER-H), hospitalization with pneumonia requiring intensive services or death (COVER-I), or fatality (COVER-F) in the 30-days following COVID-19 diagnosis using historical data from patients with influenza or flu-like symptoms and tested this in COVID-19 patients.
PB - Springer Nature
UR - https://discovery.dundee.ac.uk/en/publications/dde212a2-ad44-4776-8163-0dd13d76b6d9
KW - Coronavirus (COVID-19)
ER