Disease-Course Adapting Machine Learning Prognostication Models in Elderly Patients Critically Ill With COVID-19: Multicenter Cohort Study With External Validation
BackgroundThe COVID-19 pandemic caused by SARS-CoV-2 is challenging health care systems globally. The disease disproportionately affects the elderly population, both in terms of disease severity and mortality risk. ObjectiveThe aim of this study was to evaluate ma...
Main Authors: | Christian Jung, Behrooz Mamandipoor, Jesper Fjølner, Raphael Romano Bruno, Bernhard Wernly, Antonio Artigas, Bernardo Bollen Pinto, Joerg C Schefold, Georg Wolff, Malte Kelm, Michael Beil, Sigal Sviri, Peter V van Heerden, Wojciech Szczeklik, Miroslaw Czuczwar, Muhammed Elhadi, Michael Joannidis, Sandra Oeyen, Tilemachos Zafeiridis, Brian Marsh, Finn H Andersen, Rui Moreno, Maurizio Cecconi, Susannah Leaver, Dylan W De Lange, Bertrand Guidet, Hans Flaatten, Venet Osmani |
---|---|
Format: | Article |
Language: | English |
Published: |
JMIR Publications
2022-03-01
|
Series: | JMIR Medical Informatics |
Online Access: | https://medinform.jmir.org/2022/3/e32949 |
Similar Items
-
COVID-19 machine learning model predicts outcomes in older patients from various European countries, between pandemic waves, and in a cohort of Asian, African, and American patients.
by: Behrooz Mamandipoor, et al.
Published: (2022-11-01) -
COVID-19 machine learning model predicts outcomes in older patients from various European countries, between pandemic waves, and in a cohort of Asian, African, and American patients
by: Behrooz Mamandipoor, et al.
Published: (2022-11-01) -
Differences in mortality in critically ill elderly patients during the second COVID-19 surge in Europe
by: Christian Jung, et al.
Published: (2021-09-01) -
The impact of frailty on survival in elderly intensive care patients with COVID-19: the COVIP study
by: Christian Jung, et al.
Published: (2021-04-01) -
A new multi-national network studying Very old Intensive care Patients (VIPs)
by: Peter V. van Heerden, et al.
Published: (2021-09-01)