Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Vasey, Baptiste; Nagendran, Myura; Campbell, Bruce; Clifton, David A.; Collins, Gary S.; Denaxas, Spiros; Denniston, Alastair K.; Faes, Livia; Geerts, Bart; Ibrahim, Mudathir; Liu, Xiaoxuan; Mateen, Bilal A.; Mathur, Piyush; McCradden, Melissa D.; Morgan, Lauren; Ordish, Johan; Rogers, Campbell; Saria, Suchi; Ting, Daniel Shu Wei; Watkinson, Peter; Weber, Wim; Wheatstone, Peter; McCulloch, Peter; group, the DECIDE-AI expert; Lee, Aaron; Fraser, Alan G.; Connell, Ali; Vira, Alykhan; Esteva, Andre; Althouse, Andrew D.; Beam, Andrew L.; Hond, Anne de; Boulesteix, Anne‐Laure; Bradlow, Anthony; Ercole, Ari; Páez, Arsenio; Tsanas, Athanasios; Kirby, Barry; Glocker, Ben; Velardo, Carmelo; Park, Chang Min; Hehakaya, Charisma; Baber, Chris; Paton, Chris; Johner, Christian; Kelly, Christopher; Vincent, Christopher J.; Yau, Christopher; McGenity, Clare; Gatsonis, Constantine; Faivre‐Finn, Corinne; Simon, Crispin; Sent, Danielle; Bzdok, Danilo; Treanor, Darren; Wong, David; Steiner, David F.; Higgins, David; Benson, Dawn; O’Regan, Declan P.; Gunasekaran, Dinesh V.; Danks, Dominic; Neri, Emanuele; Kyrimi, Evangelia; Schwendicke, Falk; Magrabi, Farah; Ives, Frances; Rademakers, Frank; Fowler, G; Frau, Giuseppe; Hogg, Henry David Jeffry; Marcus, Hani J.; Chan, Heang‐Ping; Xiang, Henry; McIntyre, Hugh; Harvey, Hugh; Kim, Hyungjin; Habli, Ibrahim; Fackler, James C.; Shaw, James; Higham, Janet; Wohlgemut, Jared M.; Chong, Jaron; Bibault, Jean‐Emmanuel; Cohen, Jérémie F.; Kers, Jesper; Morley, Jessica; Krois, Joachim; Monteiro, João; Horovitz, Joel; Fletcher, John; Taylor, Jonathan; Yoon, Jung Hyun; Singh, Karandeep; Moons, Karel G.M.; Karpathakis, Kassandra; Catchpole, Ken; Hood, Kerenza; Balaskas, Konstantinos; Kamnitsas, Konstantinos; Militello, Laura G.; Wynants, Laure; Oakden‐Rayner, Lauren; Lovat, Laurence; Smits, Luc; Hinske, Ludwig Christian; ElZarrad, M. Khair; Smeden, Maarten van; Giavina‐Bianchi, Mara; Daley, Mark; Sendak, Mark; Sujan, Mark; Rovers, Maroeska M.; DeCamp, Matthew; Woodward, Matthew; Komorowski, Matthieu; Marsden, Max; Mackintosh, Maxine; Abràmoff, Michael D.; Hoz, Miguel Ángel Armengol de la; Hambidge, Neale; Daly, Neil; Peek, Niels; Redfern, Oliver; Ahmad, Omer F.; Bossuyt, Patrick M.; Keane, Pearse A.; Ferreira, Pedro; Schnell‐Inderst, Petra; Mascagni, Pietro; Dasgupta, Prokar; Guan, Pujun; Barnett, Rachel; Kader, Rawen; Chopra, Reena; Mann, Ritse M.; Sarkar, Rupa; Mäenpää, Saana M.; Finlayson, Samuel G.; Vollam, Sarah; Vollmer, Sebastian J.; Park, Seong Ho; Laher, Shakir; Joshi, Shalmali; Meijden, Siri Lise van der; Shelmerdine, Susan C.; Tan, Tien‐En; Stocker, Tom J. W.; Giannini, Valentina; Madai, Vince I.; Newcombe, Virginia; Ng, Wei Yan; Rogers, Wendy; Ogallo, William; Park, Yoonyoung; Perkins, Zane

doi:10.1038/s41591-022-01772-9

reviewNature MedicineMay 1, 2022GREEN OA

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

BVBaptiste Vasey MNMyura Nagendran BCBruce Campbell DADavid A. Clifton GSGary S. Collins

Oxford Research Group · University of Oxford · +112 more institutions

PubMed

Indexed incrossrefpubmed

Abstract

No abstract available for this paper.

Citation impact

476

total citations

FWCI: 23.69
Percentile: 100%
References: 56

Citations per year

Authors

156

BV
Baptiste VaseyCorresponding
Oxford Research Group, University of Oxford, Oxford BioMedica (United Kingdom), Science Oxford
MN
Myura Nagendran
Imperial College London
BC
Bruce Campbell
University of Exeter, Royal Devon and Exeter Hospital
DA
David A. Clifton
University of Oxford
GS
Gary S. Collins
Nuffield Orthopaedic Centre, University of Oxford

Topics & keywords

Topics

Artificial Intelligence in Healthcare and Education100%
Explainable Artificial Intelligence (XAI)98%
Machine Learning in Healthcare98%

Keywords

Guideline
Stage (stratigraphy)
Clinical decision support system
Decision support system
Artificial intelligence
Computer science
Medicine
Pathology

UN Sustainable Development Goals

Peace, Justice and strong institutions

No related works found for this paper.

Funding

NS
National Science Foundation
AP
Alfred P. Sloan Foundation
AH
American Heart Association
PF
Pioneer Fund
A
AstraZeneca
G
GlaxoSmithKline
WT
Wellcome Trust
UR
UK Research and Innovation
Award: P/S023283/1
DM
Duke-NUS Medical School
Awards: Duke-NUS/RSF/2021/0018, NUS/RSF/2021/0018
CR
Cancer Research UK
Award: C49297/A27294
NI
National Institute for Health and Care Research
Award: C49297/A27294
RC
Research Councils UK
UC
University College London
UO
University of Oxford
AF
Agency for Science, Technology and Research
Awards: A20H4g2141, H20C6a0032
NH
National Health Insurance Service
RS
Russian Science Foundation
ST
Sheffield Teaching Hospitals NHS Foundation Trust
NI
National Institutes of Health
MR
Medical Research Council
Awards: MR/K006584/1, C49297/A27294
EA
Engineering and Physical Sciences Research Council
Award: N510129
NM
National Medical Research Council
Awards: NMRC/HSRG/0087/2018, Duke-NUS/RSF/2021/0018, MOH-000655-00
NO
NIHR Oxford Biomedical Research Centre
Award: C49297/A27294