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Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients.

Autor: Allahabadi H; Enterprise Intelligence DepartmentEY Netherlands 1083 HP Amsterdam The Netherlands., Amann J; Health Ethics and Policy LabDepartment of Health Sciences and TechnologyETH Zurich 8092 Zürich Switzerland., Balot I; Postgraduate Studies in Diplomacy and International RelationsCenter for Diplomatic & Strategic Studies 75015 Paris France., Beretta A; Institute of Information Science and Technologies, National Research Council of Italy (CNR) 56124 Pisa Italy., Binkley C; Bioethics CenterHackensack Meridian Health Edison NJ 08820 USA., Bozenhard J; Faculty of PhilosophyUniversity of Oxford Oxford OX2 6GG U.K., Bruneault F; Philosophie DepartmentCollège André- Laurendeau Montreal QC H8N 2J4 Canada.; École des médiasUniversité du Québec à Montréal Montreal QC H2L 2C4 Canada., Brusseau J; Philosophy DepartmentPace University New York NY 10038 USA., Candemir S; Wexner Medical CenterDepartment of RadiologyThe Ohio State University Columbus OH 43210 USA., Cappellini LA; Department of RadiologyHumanitas Research Hospital 20089 Milan Italy.; Department of Biomedical SciencesHumanitas University 20089 Milan Italy., Chakraborty S; Faculty of Science, Agriculture, Business and LawUniversity of New England Armidale NSW 2351 Australia.; Faculty of Engineering and Information TechnologyUniversity of Technology Sydney Sydney NSW 2007 Australia., Cherciu N; European Centre of Excellence on the Regulation of Robotics & AIScuola Superiore Sant'Anna 56127 Pisa Italy., Cociancig C; Group of Computer ArchitectureUniversity of Bremen 28359 Bremen Germany., Coffee M; Department of MedicineDivision of Infectious Diseases and ImmunologyNew York University Grossman School of Medicine New York NY 10016 USA., Ek I; AI Research SectionDigital Institute 16731 Stockholm Sweden., Espinosa-Leal L; Department of Business Management and AnalyticsArcada University of Applied Sciences 00550 Helsinki Finland., Farina D; Department of Medical and Surgical SpecialtiesRadiological Sciences, and Public HealthUniversity of Brescia 25121 Brescia Italy., Fieux-Castagnet G; Ethique GroupeSNCF Reseau SA 93418 La Plaine France., Frauenfelder T; Institute of Diagnostic and Interventional Radiology, University Hospital Zurich 8091 Zürich Switzerland., Gallucci A; Department of Mathematics and Computer ScienceEindhoven University of Technology 5600 MB Eindhoven The Netherlands., Giuliani G; Data Privacy Advisor, Ericsson 11331 Stockholm Sweden., Golda A; Department of Cardiology4th Gliwice Municipal Hospital 44-100 Gliwice Poland., van Halem I; Z-Inspection® Initiative Frankfurt Germany., Hildt E; Center for the Study of Ethics in the ProfessionsIllinois Institute of Technology Chicago IL 60616 USA., Holm S; Department of Food and Resource EconomicsUniversity of Copenhagen 1165 Copenhagen Denmark., Kararigas G; Department of PhysiologyFaculty of MedicineUniversity of Iceland 101 Reykjavik Iceland., Krier SA; Cyber Policy CenterStanford University Stanford CA 94305 USA., Kuhne U; Department for DermatologyHautmedizin Bad Soden 65812 Bad Soden Germany., Lizzi F; Data Science DepartmentScuola Normale Superiore 56126 Pisa Italy., Madai VI; Charité Lab for Artificial Intelligence in MedicineDepartment of Neurosurgery, the QUEST Centre for Responsible ResearchBerlin Institute of Health at Charité, Charité Universitätsmedizin Berlin 10117 Berlin Germany.; Faculty of Computing, Engineering and the Built Environment, School of Computing and Digital TechnologyBirmingham City University Birmingham B4 7XG U.K., Markus AF; Department of Medical InformaticsErasmus University Medical Center 3015 GD Rotterdam The Netherlands., Masis S; CADS DepartmentSyngenta Research Triangle Park NC 27709 USA., Mathez EW; Z-Inspection® Initiative Frankfurt Germany., Mureddu F; Policy ResearchThe Lisbon Council 1040 Brussels Belgium., Neri E; Department of Translational ResearchAcademic RadiologyUniversity of Pisa 56126 Pisa Italy., Osika W; Center for Psychiatry ResearchDepartment of Clinical NeuroscienceKarolinska Institutet 171 77 Stockholm Sweden., Ozols M; Department of MedicineThe University of Cambridge, Addenbrooke's Hospital Cambridge CB2 0QQ U.K.; School of Cell Matrix and Regenerative MedicineThe University of Manchester Manchester M13 9PG U.K.; Department of Human GeneticsThe Wellcome Sanger Institute, Wellcome Genome Campus Cambridge CB10 1RQ U.K., Panigutti C; Department of Computer ScienceUniversity of Pisa 56127 Pisa Italy., Parent B; Division of Medical EthicsDepartment of Population HealthNYU Grossman School of Medicine New York NY 10016 USA., Pratesi F; Institute of Information Science and Technologies, National Research Council of Italy (CNR) 56124 Pisa Italy., Moreno-Sanchez PA; School of Healthcare and Social WorkSeinäjoki University of Applied Sciences 60100 Seinäjoki Finland., Sartor G; Law DepartmentEuropean University Institute 50139 Firenze Italy.; CIRSFID-Alma AI and Law DepartmentUniversity of Bologna 40121 Bologna Italy., Savardi M; Department of Information EngineeringUniversity of Brescia 25121 Brescia Italy., Signoroni A; Department of Information EngineeringUniversity of Brescia 25121 Brescia Italy., Sormunen HM; Advanced AnalyticsFinnish Tax Administration 00510 Helsinki Finland., Spezzatti A; Artificial Intelligence ResearchAI for Good Foundation El Cerrito CA 94530 USA.; Industrial Engineering and Operation Research DepartmentUniversity of California at Berkeley Berkeley CA 94720 USA., Srivastava A; Data Services Function in Roche Diagnostics, Roche Pune 411005 India., Stephansen AF; Digital SystemsNORCE Norwegian Research Centre AS 5008 Bergen Norway., Theng LB; School of ResearchSwinburne University of Technology (Sarawak) Kuching 93350 Malaysia., Tithi JJ; Parallel Computing Labs, Intel Santa Clara CA 95054 USA.; Department of Computer ScienceStony Brook University Stony Brook NY 11794 USA., Tuominen J; Department of Psychology and Speech- Language PathologyUniversity of Turku 20500 Turku Finland., Umbrello S; Department of ValuesTechnology and InnovationDelft University of Technology 2628 BX Delft The Netherlands., Vaccher F; Department of Medical and Surgical SpecialtiesRadiological Sciences, and Public HealthUniversity of Brescia 25121 Brescia Italy., Vetter D; Computational Vision and Artificial Intelligence LabGoethe University Frankfurt 60325 Frankfurt Germany., Westerlund M; Department of Business Management and AnalyticsArcada University of Applied Sciences 00550 Helsinki Finland.; School of Economics, Innovation and TechnologyKristiania University College 0107 Olso Norway., Wurth R; T. H. Chan School of Public HealthHarvard University Boston MA 02115 USA., Zicari RV; Department of Business Management and AnalyticsArcada University of Applied Sciences 00550 Helsinki Finland.; Data Science Graduate SchoolSeoul National University Seoul 08826 South Korea.

Publikováno v: IEEE transactions on technology and society [IEEE Trans Technol Soc] 2022 Jul 29; Vol. 3 (4), pp. 272-289. Date of Electronic Publication: 2022 Jul 29 (Print Publication: 2022).