Open access
339
Views
14
CrossRef citations to date
0
Altmetric
Original Research
Early Prediction of COVID-19 Ventilation Requirement and Mortality from Routinely Collected Baseline Chest Radiographs, Laboratory, and Clinical Data with Machine Learning
Abdulrhman Fahad Aljouie1 Bioinformatics Section, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia;2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
https://orcid.org/0000-0002-5592-2462View further author information
Ahmed Almazroa2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia;3 Department of Imaging Research, King Abdullah International Medical Research Center, Riyadh, Saudi ArabiaCorrespondence[email protected]
https://orcid.org/0000-0002-8854-6344View further author information
Yahya Bokhari1 Bioinformatics Section, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia;2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi ArabiaView further author information
, Mohammed Alawad1 Bioinformatics Section, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia;2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi ArabiaCorrespondence[email protected]
View further author information
, View further author information
Ebrahim Mahmoud4 Department of Medicine, Ministry of National Guard - Health Affairs, Riyadh, Saudi ArabiaView further author information
, Eman Alawad4 Department of Medicine, Ministry of National Guard - Health Affairs, Riyadh, Saudi ArabiaView further author information
, Ali Alsehawi5 Department of Medical Imaging, Ministry of National Guard - Health Affairs, Riyadh, Saudi ArabiaView further author information
, Mamoon Rashid1 Bioinformatics Section, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia;2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi ArabiaView further author information
, Lamya Alomair1 Bioinformatics Section, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia;2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi ArabiaView further author information
, Shahad Almozaai6 College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi ArabiaView further author information
, Bedoor Albesher6 College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi ArabiaView further author information
, Hassan Alomaish5 Department of Medical Imaging, Ministry of National Guard - Health Affairs, Riyadh, Saudi ArabiaView further author information
, Rayyan Daghistani5 Department of Medical Imaging, Ministry of National Guard - Health Affairs, Riyadh, Saudi ArabiaView further author information
, Naif Khalaf Alharbi2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia;7 Department of Infectious Disease Research, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
https://orcid.org/0000-0002-6049-3383View further author information
Manal Alaamery2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia;8 Department of Developmental Medicine, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia;9 KACST-BWH Center of Excellence for Biomedicine, Joint Centers of Excellence Program, King Abdulaziz City for Science and Technology (KACST), Riyadh, Saudi Arabia;10 King Abdulaziz City for Science and Technology (KACST)-Saudi Human Genome Satellite Lab at Abdulaziz Medical City, Ministry of National Guard Health Affairs (MNGHA), Riyadh, Saudi ArabiaView further author information
, Mohammad Bosaeed2 King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia;3 Department of Imaging Research, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia;4 Department of Medicine, Ministry of National Guard - Health Affairs, Riyadh, Saudi ArabiaView further author information
& Hesham Alshaalan5 Department of Medical Imaging, Ministry of National Guard - Health Affairs, Riyadh, Saudi ArabiaView further author information
show all
Pages 2017-2033
|
Published online: 30 Jul 2021
Reprints and Permissions
Permission is granted subject to the terms of the License under which the work was published. Permission will be required if your reuse is not covered by the terms of the License.
To request a reprint or commercial or derivative permissions for this article, please click on the relevant link below.
For more information please visit our Permissions help page.
Related research
People also read lists articles that other readers of this article have read.
Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.
Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.