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 S. W.; Watkinson, Peter; Weber, Wim; Wheatstone, Peter; McCulloch, Peter; Lee, Aaron Y.; Fraser, Alan G.; Connell, Ali; Vira, Alykhan; Esteva, Andre; Althouse, Andrew D.; Beam, Andrew L.; de Hond, Anne; Boulesteix, Anne-Laure; Bradlow, Anthony; Ercole, Ari; Paez, Arsenio; Tsanas, Athanasios; Kirby, Barry; Glocker, Ben; Velardo, Carmelo; Park, Chang Min; Hehakaya, Charisma; Baber, Chris; Paton, Chris; Johner, Christian; Kelly, Christopher J.; Vincent, Christopher J.; Yau, Christopher; McGenity, Clare; Gatsonis, Constantine; Faivre-Finn, Corinne; Simon, Crispin; Sent, Danielle; Bzdok, Danilo; Treanor, Darren; Wong, David C.; 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 E.; Fowler, George E.; Frau, Giuseppe; Hogg, H. D. Jeffry; Marcus, Hani J.; Chan, Heang-Ping; Xiang, Henry; McIntyre, Hugh F.; 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, Joao; 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; Wynants, Laure; Oakden-Rayner, Lauren; Lovat, Laurence B.; Smits, Luc J. M.; Hinske, Ludwig C.; Elzarrad, M. Khair; van Smeden, Maarten; Giavina-Bianchi, Mara; Daley, Mark; Sendak, Mark P.; Sujan, Mark; Rovers, Maroeska; Decamp, Matthew; Woodward, Matthew; Komorowski, Matthieu; Marsden, Max; Mackintosh, Maxine; McCradden, Melissa D.; Abramoff, Michael D.; de la Hoz, Miguel Ángel Armengol; Hambidge, Neale; Daly, Neil; Peek, Niels; Redfern, Oliver; Ahmad, Omer F.; Bossuyt, Patrick M.; Keane, Pearse A.; Ferreira, Pedro N. P.; 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; van der Meijden, Siri L.; Saria, Suchi; Shelmerdine, Susan C.; Tan, Tien-En; Stocker, Tom J. W.; Giannini, Valentina; Madai, Vince I.; Newcombe, Virginia; Ng, Wei Yan; Rogers, Wendy A.; Ogallo, William; Park, Yoonyoung; Perkins, Zane B.

doi:10.1038/s41591-022-01772-9

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

Authors: 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 S. W. ; Watkinson, Peter ; Weber, Wim ; Wheatstone, Peter ; McCulloch, Peter ; Lee, Aaron Y. ; Fraser, Alan G. ; Connell, Ali ; Vira, Alykhan ; Esteva, Andre ; Althouse, Andrew D. ; Beam, Andrew L. ; de Hond, Anne ; Boulesteix, Anne-Laure ; Bradlow, Anthony ; Ercole, Ari ; Paez, Arsenio ; Tsanas, Athanasios ; Kirby, Barry ; Glocker, Ben ; Velardo, Carmelo ; Park, Chang Min ; Hehakaya, Charisma ; Baber, Chris ; Paton, Chris ; Johner, Christian ; Kelly, Christopher J. ; Vincent, Christopher J. ; Yau, Christopher ; McGenity, Clare ; Gatsonis, Constantine ; Faivre-Finn, Corinne ; Simon, Crispin ; Sent, Danielle ; Bzdok, Danilo ; Treanor, Darren ; Wong, David C. ; 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 E. ; Fowler, George E. ; Frau, Giuseppe ; Hogg, H. D. Jeffry ; Marcus, Hani J. ; Chan, Heang-Ping ; Xiang, Henry ; McIntyre, Hugh F. ; 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, Joao ; 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 ; Wynants, Laure ; Oakden-Rayner, Lauren ; Lovat, Laurence B. ; Smits, Luc J. M. ; Hinske, Ludwig C. ; Elzarrad, M. Khair ; van Smeden, Maarten ; Giavina-Bianchi, Mara ; Daley, Mark ; Sendak, Mark P. ; Sujan, Mark ; Rovers, Maroeska ; Decamp, Matthew ; Woodward, Matthew ; Komorowski, Matthieu ; Marsden, Max ; Mackintosh, Maxine ; McCradden, Melissa D. ; Abramoff, Michael D. ; de la Hoz, Miguel Ángel Armengol ; Hambidge, Neale ; Daly, Neil ; Peek, Niels ; Redfern, Oliver ; Ahmad, Omer F. ; Bossuyt, Patrick M. ; Keane, Pearse A. ; Ferreira, Pedro N. P. ; 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 ; van der Meijden, Siri L. ; Saria, Suchi ; Shelmerdine, Susan C. ; Tan, Tien-En ; Stocker, Tom J. W. ; Giannini, Valentina ; Madai, Vince I. ; Newcombe, Virginia ; Ng, Wei Yan ; Rogers, Wendy A. ; Ogallo, William ; Park, Yoonyoung ; Perkins, Zane B.