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Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness.
Vollmer S, Mateen BA, Bohner G, Király FJ, Ghani R, Jonsson P, Cumbers S, Jonas A, McAllister KSL, Myles P, Granger D, Birse M, Branson R, Moons KGM, Collins GS, Ioannidis JPA, Holmes C, Hemingway H. Vollmer S, et al. Among authors: collins gs. BMJ. 2020 Mar 20;368:l6927. doi: 10.1136/bmj.l6927. BMJ. 2020. PMID: 32198138 Free article. No abstract available.
Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol.
Sounderajah V, Ashrafian H, Golub RM, Shetty S, De Fauw J, Hooft L, Moons K, Collins G, Moher D, Bossuyt PM, Darzi A, Karthikesalingam A, Denniston AK, Mateen BA, Ting D, Treanor D, King D, Greaves F, Godwin J, Pearson-Stuttard J, Harling L, McInnes M, Rifai N, Tomasev N, Normahani P, Whiting P, Aggarwal R, Vollmer S, Markar SR, Panch T, Liu X; STARD-AI Steering Committee. Sounderajah V, et al. BMJ Open. 2021 Jun 28;11(6):e047709. doi: 10.1136/bmjopen-2020-047709. BMJ Open. 2021. PMID: 34183345 Free PMC article.
Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence.
Collins GS, Dhiman P, Andaur Navarro CL, Ma J, Hooft L, Reitsma JB, Logullo P, Beam AL, Peng L, Van Calster B, van Smeden M, Riley RD, Moons KG. Collins GS, et al. BMJ Open. 2021 Jul 9;11(7):e048008. doi: 10.1136/bmjopen-2020-048008. BMJ Open. 2021. PMID: 34244270 Free PMC article.
Developing Specific Reporting Standards in Artificial Intelligence Centred Research.
Sounderajah V, Ashrafian H, Karthikesalingam A, Markar SR, Normahani P, Collins GS, Bossuyt PM, Darzi A; STARD-AI Study Group. Sounderajah V, et al. Among authors: collins gs. Ann Surg. 2022 Mar 1;275(3):e547-e548. doi: 10.1097/SLA.0000000000005294. Ann Surg. 2022. PMID: 35120063 No abstract available.
Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.
Vasey B, Nagendran M, Campbell B, Clifton DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, Weber W, Wheatstone P, McCulloch P; DECIDE-AI expert group. Vasey B, et al. Among authors: collins gs. BMJ. 2022 May 18;377:e070904. doi: 10.1136/bmj-2022-070904. BMJ. 2022. PMID: 35584845 Free PMC article.
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines.
Martindale APL, Ng B, Ngai V, Kale AU, Ferrante di Ruffano L, Golub RM, Collins GS, Moher D, McCradden MD, Oakden-Rayner L, Rivera SC, Calvert M, Kelly CJ, Lee CS, Yau C, Chan AW, Keane PA, Beam AL, Denniston AK, Liu X. Martindale APL, et al. Among authors: collins gs. Nat Commun. 2024 Feb 22;15(1):1619. doi: 10.1038/s41467-024-45355-3. Nat Commun. 2024. PMID: 38388497 Free PMC article.
407 results