Genetic prediction of ICU hospitalization and mortality in COVID‐19 patients using artificial neural networks

Author:

Asteris Panagiotis G.1,Gavriilaki Eleni2ORCID,Touloumenidou Tasoula2,Koravou Evaggelia‐Evdoxia2,Koutra Maria2,Papayanni Penelope Georgia2,Pouleres Alexandros3,Karali Vassiliki4,Lemonis Minas E.1,Mamou Anna1,Skentou Athanasia D.1,Papalexandri Apostolia2,Varelas Christos2,Chatzopoulou Fani5,Chatzidimitriou Maria6,Chatzidimitriou Dimitrios5,Veleni Anastasia7,Rapti Evdoxia8,Kioumis Ioannis9,Kaimakamis Evaggelos10,Bitzani Milly10,Boumpas Dimitrios4,Tsantes Argyris8,Sotiropoulos Damianos2,Papadopoulou Anastasia2,Kalantzis Ioannis G.11,Vallianatou Lydia A.12,Armaghani Danial J.13,Cavaleri Liborio14,Gandomi Amir H.15,Hajihassani Mohsen16,Hasanipanah Mahdi17,Koopialipoor Mohammadreza18,Lourenço Paulo B.19,Samui Pijush20,Zhou Jian21,Sakellari Ioanna2,Valsami Serena22,Politou Marianna22ORCID,Kokoris Styliani8ORCID,Anagnostopoulos Achilles2

Affiliation:

1. Computational Mechanics Laboratory School of Pedagogical and Technological Education Athens Greece

2. Hematology Department BMT Unit G Papanicolaou Hospital Thessaloniki Greece

3. Biomedical Laboratories Athens Greece

4. Rheumatology and Clinical Immunology Unit University General Hospital ‘Attikon’ Athens Greece

5. Microbiology Department Aristotle University of Thessaloniki Greece

6. Biomedical Sciences Alexander Campus International Hellenic University Thessaloniki Greece

7. Infectious Disease Committee G Papanicolaou Hospital Thessaloniki Greece

8. Laboratory of Hematology and Hospital Blood Transfusion Department University General Hospital ‘Attikon’ NKUA Medical School Athens Greece

9. Respiratory Failure Department G Papanicolaou Hospital Aristotle University of Thessaloniki Thessaloniki Greece

10. 1st Intensive Care Unit G Papanicolaou Hospital Thessaloniki Greece

11. Gastroenterology Department Hellenic Red Cross Hospital Athens Greece

12. Cath and EP Laboratory/Covid Intensive Care Unit Hellenic Red Cross Hospital Athens Greece

13. Department of Civil Engineering Faculty of Engineering University of Malaya Kuala Lumpur Malaysia

14. Department of Civil, Environmental, Aerospace and Materials Engineering University of Palermo Palermo Italy

15. Faculty of Engineering & Information Technology University of Technology Sydney Ultimo NSW Australia

16. Department of Mining Engineering Faculty of Engineering Urmia University Urmia Iran

17. Institute of Research and Development Duy Tan University Da Nang Vietnam

18. Faculty of Civil and Environmental Engineering Amirkabir University of Technology Tehran Iran

19. Department of Civil Engineering ISISE University of Minho Guimarães Portugal

20. Department of Civil Engineering National Institute of Technology Patna Patna Bihar India

21. School of Resources and Safety Engineering Central South University Changsha China

22. Hematology Laboratory ‐ Blood Bank Aretaieion Hospital School of Medicine NKUA Athens Greece

Funder

Pfizer Pharmaceuticals

Publisher

Wiley

Subject

Cell Biology,Molecular Medicine

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