Prediction of COVID-19 severity using machine learning

Kanita Karaduzovic-Hadziabdic; Muhamed Adilovic; Lu Zhang; Andrew I Lumley; Pranay Shah; Muhammad Shoaib; Venkata Satagopam; Prashant Kumar Srivastava; Costanza Emanueli; Simona Greco; Alisia Madè; Teresa Padro; Pedro Domingo; Mitja Lustrek; Markus Scholz; Maciej Rosolowski; Marko Jordan; Bettina Benczik; Bence Ágg; Péter Ferdinandy; Andrew H Baker; Guy Fagherazzi; Markus Ollert; Joanna Michel; Gabriel Sanchez; Hüseyin Firat; Timo Brandenburger; Fabio Martelli; Lina Badimon; Yvan Devaux; COVIRNA consortium

doi:10.1002/ctm2.70042

Prediction of COVID-19 severity using machine learning

Kanita Karaduzovic-Hadziabdic
, Muhamed Adilovic
, Lu Zhang
, Andrew I Lumley
, Pranay Shah
, Muhammad Shoaib
, Venkata Satagopam
, Prashant Kumar Srivastava
, Costanza Emanueli
, Simona Greco
, Alisia Madè
, Teresa Padro
, Pedro Domingo
, Mitja Lustrek
, Markus Scholz
, Maciej Rosolowski
, Marko Jordan
, Bettina Benczik
, Bence Ágg
, Péter Ferdinandy

Andrew H Baker, Guy Fagherazzi, Markus Ollert, Joanna Michel, Gabriel Sanchez, Hüseyin Firat, Timo Brandenburger, Fabio Martelli, Lina Badimon, Yvan Devaux^*, COVIRNA consortium

^*Corresponding author for this work

Research output: Contribution to journal › Comment/Letter to the editor › Academic › peer-review

Original language	English
Article number	70042
Number of pages	8
Journal	Clinical and Translational Medicine
Volume	14
Issue number	10
DOIs	https://doi.org/10.1002/ctm2.70042
Publication status	Published - 1 Oct 2024

Keywords

COVID-19/diagnosis epidemiology
Machine Learning
Humans
Severity of Illness Index
SARS-CoV-2
Male
Female
Middle Aged

Access to Document

10.1002/ctm2.70042Licence: CC BY

Cite this

Karaduzovic-Hadziabdic, K., Adilovic, M., Zhang, L., Lumley, A. I., Shah, P., Shoaib, M., Satagopam, V., Srivastava, P. K., Emanueli, C., Greco, S., Madè, A., Padro, T., Domingo, P., Lustrek, M., Scholz, M., Rosolowski, M., Jordan, M., Benczik, B., Ágg, B., ... COVIRNA consortium (2024). Prediction of COVID-19 severity using machine learning. Clinical and Translational Medicine, 14(10), Article 70042. https://doi.org/10.1002/ctm2.70042

@article{bc371b36ab7e4799b2bfb986a28f08b0,

title = "Prediction of COVID-19 severity using machine learning",

keywords = "COVID-19/diagnosis epidemiology, Machine Learning, Humans, Severity of Illness Index, SARS-CoV-2, Male, Female, Middle Aged",

author = "Kanita Karaduzovic-Hadziabdic and Muhamed Adilovic and Lu Zhang and Lumley, \{Andrew I\} and Pranay Shah and Muhammad Shoaib and Venkata Satagopam and Srivastava, \{Prashant Kumar\} and Costanza Emanueli and Simona Greco and Alisia Mad{\`e} and Teresa Padro and Pedro Domingo and Mitja Lustrek and Markus Scholz and Maciej Rosolowski and Marko Jordan and Bettina Benczik and Bence {\'A}gg and P{\'e}ter Ferdinandy and Baker, \{Andrew H\} and Guy Fagherazzi and Markus Ollert and Joanna Michel and Gabriel Sanchez and H{\"u}seyin Firat and Timo Brandenburger and Fabio Martelli and Lina Badimon and Yvan Devaux and \{COVIRNA consortium\}",

year = "2024",

month = oct,

day = "1",

doi = "10.1002/ctm2.70042",

language = "English",

volume = "14",

journal = "Clinical and Translational Medicine",

issn = "2001-1326",

publisher = "Springer Verlag",

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}

Karaduzovic-Hadziabdic, K, Adilovic, M, Zhang, L, Lumley, AI, Shah, P, Shoaib, M, Satagopam, V, Srivastava, PK, Emanueli, C, Greco, S, Madè, A, Padro, T, Domingo, P, Lustrek, M, Scholz, M, Rosolowski, M, Jordan, M, Benczik, B, Ágg, B, Ferdinandy, P, Baker, AH, Fagherazzi, G, Ollert, M, Michel, J, Sanchez, G, Firat, H, Brandenburger, T, Martelli, F, Badimon, L, Devaux, Y & COVIRNA consortium 2024, 'Prediction of COVID-19 severity using machine learning', Clinical and Translational Medicine, vol. 14, no. 10, 70042. https://doi.org/10.1002/ctm2.70042

TY - JOUR

T1 - Prediction of COVID-19 severity using machine learning

AU - Karaduzovic-Hadziabdic, Kanita

AU - Adilovic, Muhamed

AU - Zhang, Lu

AU - Lumley, Andrew I

AU - Shah, Pranay

AU - Shoaib, Muhammad

AU - Satagopam, Venkata

AU - Srivastava, Prashant Kumar

AU - Emanueli, Costanza

AU - Greco, Simona

AU - Madè, Alisia

AU - Padro, Teresa

AU - Domingo, Pedro

AU - Lustrek, Mitja

AU - Scholz, Markus

AU - Rosolowski, Maciej

AU - Jordan, Marko

AU - Benczik, Bettina

AU - Ágg, Bence

AU - Ferdinandy, Péter

AU - Baker, Andrew H

AU - Fagherazzi, Guy

AU - Ollert, Markus

AU - Michel, Joanna

AU - Sanchez, Gabriel

AU - Firat, Hüseyin

AU - Brandenburger, Timo

AU - Martelli, Fabio

AU - Badimon, Lina

AU - Devaux, Yvan

AU - COVIRNA consortium

PY - 2024/10/1

Y1 - 2024/10/1

KW - COVID-19/diagnosis epidemiology

KW - Machine Learning

KW - Humans

KW - Severity of Illness Index

KW - SARS-CoV-2

KW - Male

KW - Female

KW - Middle Aged

U2 - 10.1002/ctm2.70042

DO - 10.1002/ctm2.70042

M3 - Comment/Letter to the editor

SN - 2001-1326

VL - 14

JO - Clinical and Translational Medicine

JF - Clinical and Translational Medicine

IS - 10

M1 - 70042

ER -