FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
Institució Catalana de Recerca i Estudis Avançats · Universitat de Barcelona · +43 more institutions
Abstract
Despite major advances in artificial intelligence (AI) research for healthcare, the deployment and adoption of AI technologies remain limited in clinical practice. This paper describes the FUTURE-AI framework, which provides guidance for the development and deployment of trustworthy AI tools in healthcare. The FUTURE-AI Consortium was founded in 2021 and comprises 117 interdisciplinary experts from 50 countries representing all continents, including AI scientists, clinical researchers, biomedical ethicists, and social scientists. Over a two year period, the FUTURE-AI guideline was established through consensus based on six guiding principles-fairness, universality, traceability, usability, robustness, and…
Citation impact
- FWCI
- 145.67
- Percentile
- 100%
- References
- 176
Authors
49- KLKarim LekadirCorresponding
Institució Catalana de Recerca i Estudis Avançats, Universitat de Barcelona
- AFAlejandro F. Frangi
University of Leeds, KU Leuven
- ARAntonio R. Porras
Colorado School of Public Health, University of Colorado Anschutz Medical Campus
- BGBen Glocker
Imperial College London
- CCCelia Cintas
Topics & keywords
- Trustworthiness
- Guideline
- Computer science
- Health care
- Artificial intelligence
- Consensus conference
- Computer security
- Medicine
Funding
- GAGordon and Betty Moore Foundation
- MDMinisterio de Ciencia, Innovación y Universidades
- CRCancer Research UKAward: C49297/A27294
- NINational Institute for Health and Care ResearchAwards: C49297/A27294, DataTools4Heart
- RARoyal Academy of Engineering
- ECEuropean CommissionAwards: 101002198, 952179, 101034347, 101016775, 116074, 884622, 757173, 826494, 101057849, 952103, 101136670, 952172, 952159, 101057699, 101044779, 866504, 101100633, 101057062, 101080430, 101095435
- AFAgency for Science, Technology and ResearchAward: C210112057
- ANAgence Nationale de la RechercheAwards: ANR-19-P3IA-0002, 19-P3IA-0002, ANR-19
- NNNational Natural Science Foundation of ChinaAward: 62271465
- NONederlandse Organisatie voor Wetenschappelijk OnderzoekAward: VI.C.182.042
- MDMinistério da Ciência, Tecnologia e Inovação
- CNConselho Nacional de Desenvolvimento Científico e Tecnológico
- KKKWF KankerbestrijdingAward: 14449
- CNCentre National de la Recherche Scientifique
- ANAgencia Nacional de Investigación y DesarrolloAwards: FB210017, 1181960
- NINational Institutes of HealthAward: 75N92020D00021
- HEHORIZON EUROPE Framework ProgrammeAwards: 952179, 952103, AI4HF, 101095435, 101057699, 952159, 101057849, 101136670, 826494
- NSNatural Sciences and Engineering Research Council of Canada
- MRMedical Research CouncilAward: C49297/A27294
- NHNational Health and Medical Research CouncilAward: 1181960
- IDInstituto de Salud Carlos IIIAward: IMP/00019
- EREuropean Regional Development FundAwards: IMP/00019, 101034347
- IFInstitute for Information and Communications Technology PromotionAward: 2020-0-00594
- FIFogarty International Center
- NINational Institute of Biomedical Imaging and BioengineeringAward: 75N92020D00021
- HHH2020 Health