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For: Liu X, Glocker B, McCradden MM, Ghassemi M, Denniston AK, Oakden-Rayner L. The medical algorithmic audit. Lancet Digit Health 2022;4:e384-e397. [PMID: 35396183 DOI: 10.1016/s2589-7500(22)00003-6] [Citation(s) in RCA: 73] [Impact Index Per Article: 36.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 11/02/2021] [Accepted: 01/12/2022] [Indexed: 12/12/2022]
Number Cited by Other Article(s)
51
Lyell D, Wang Y, Coiera E, Magrabi F. More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA. J Am Med Inform Assoc 2023;30:1227-1236. [PMID: 37071804 PMCID: PMC10280342 DOI: 10.1093/jamia/ocad065] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 03/13/2023] [Accepted: 03/30/2023] [Indexed: 04/20/2023]  Open
52
González C, Ranem A, Pinto Dos Santos D, Othman A, Mukhopadhyay A. Lifelong nnU-Net: a framework for standardized medical continual learning. Sci Rep 2023;13:9381. [PMID: 37296233 PMCID: PMC10256748 DOI: 10.1038/s41598-023-34484-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 05/02/2023] [Indexed: 06/12/2023]  Open
53
Kann BH, Likitlersuang J, Bontempi D, Ye Z, Aneja S, Bakst R, Kelly HR, Juliano AF, Payabvash S, Guenette JP, Uppaluri R, Margalit DN, Schoenfeld JD, Tishler RB, Haddad R, Aerts HJWL, Garcia JJ, Flamand Y, Subramaniam RM, Burtness BA, Ferris RL. Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial. Lancet Digit Health 2023;5:e360-e369. [PMID: 37087370 PMCID: PMC10245380 DOI: 10.1016/s2589-7500(23)00046-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 01/18/2023] [Accepted: 02/21/2023] [Indexed: 04/24/2023]
54
Liefgreen A, Weinstein N, Wachter S, Mittelstadt B. Beyond ideals: why the (medical) AI industry needs to motivate behavioural change in line with fairness and transparency values, and how it can do it. AI & SOCIETY 2023;39:2183-2199. [PMID: 39309255 PMCID: PMC11415467 DOI: 10.1007/s00146-023-01684-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 04/21/2023] [Indexed: 09/25/2024]
55
Zbrzezny AM, Grzybowski AE. Deceptive Tricks in Artificial Intelligence: Adversarial Attacks in Ophthalmology. J Clin Med 2023;12:jcm12093266. [PMID: 37176706 PMCID: PMC10179065 DOI: 10.3390/jcm12093266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 04/20/2023] [Accepted: 04/26/2023] [Indexed: 05/15/2023]  Open
56
de Vries CF, Colosimo SJ, Staff RT, Dymiter JA, Yearsley J, Dinneen D, Boyle M, Harrison DJ, Anderson LA, Lip G. Impact of Different Mammography Systems on Artificial Intelligence Performance in Breast Cancer Screening. Radiol Artif Intell 2023;5:e220146. [PMID: 37293340 PMCID: PMC10245180 DOI: 10.1148/ryai.220146] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 02/14/2023] [Accepted: 03/02/2023] [Indexed: 06/10/2023]
57
Pham N, Hill V, Rauschecker A, Lui Y, Niogi S, Fillipi CG, Chang P, Zaharchuk G, Wintermark M. Critical Appraisal of Artificial Intelligence-Enabled Imaging Tools Using the Levels of Evidence System. AJNR Am J Neuroradiol 2023;44:E21-E28. [PMID: 37080722 PMCID: PMC10171388 DOI: 10.3174/ajnr.a7850] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 03/16/2023] [Indexed: 04/22/2023]
58
Steele L, Tan XL, Olabi B, Gao JM, Tanaka RJ, Williams HC. Determining the clinical applicability of machine learning models through assessment of reporting across skin phototypes and rarer skin cancer types: A systematic review. J Eur Acad Dermatol Venereol 2023;37:657-665. [PMID: 36514990 DOI: 10.1111/jdv.18814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 11/09/2022] [Indexed: 12/15/2022]
59
Lundström C, Lindvall M. Mapping the Landscape of Care Providers' Quality Assurance Approaches for AI in Diagnostic Imaging. J Digit Imaging 2023;36:379-387. [PMID: 36352164 PMCID: PMC10039170 DOI: 10.1007/s10278-022-00731-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 10/26/2022] [Accepted: 10/28/2022] [Indexed: 11/10/2022]  Open
60
Redrup Hill E, Mitchell C, Brigden T, Hall A. Ethical and legal considerations influencing human involvement in the implementation of artificial intelligence in a clinical pathway: A multi-stakeholder perspective. Front Digit Health 2023;5:1139210. [PMID: 36999168 PMCID: PMC10043985 DOI: 10.3389/fdgth.2023.1139210] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 02/23/2023] [Indexed: 03/18/2023]  Open
61
Glocker B, Jones C, Bernhardt M, Winzeck S. Algorithmic encoding of protected characteristics in chest X-ray disease detection models. EBioMedicine 2023;89:104467. [PMID: 36791660 PMCID: PMC10025760 DOI: 10.1016/j.ebiom.2023.104467] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 01/23/2023] [Accepted: 01/24/2023] [Indexed: 02/16/2023]  Open
62
Taribagil P, Hogg HDJ, Balaskas K, Keane PA. Integrating artificial intelligence into an ophthalmologist’s workflow: obstacles and opportunities. EXPERT REVIEW OF OPHTHALMOLOGY 2023. [DOI: 10.1080/17469899.2023.2175672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
63
Beyond the AJR: Validation and Algorithmic Audit of a Deep Learning System to Detect Hip Fractures Radiographically. AJR Am J Roentgenol 2023;220:150. [PMID: 35674349 DOI: 10.2214/ajr.22.28053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
64
Sapey E, Gallier S, Evison F, McNulty D, Reeves K, Ball S. Variability and performance of NHS England's 'reason to reside' criteria in predicting hospital discharge in acute hospitals in England: a retrospective, observational cohort study. BMJ Open 2022;12:e065862. [PMID: 36572492 PMCID: PMC9805825 DOI: 10.1136/bmjopen-2022-065862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 12/08/2022] [Indexed: 12/27/2022]  Open
65
Müller L, Kloeckner R, Mildenberger P, Pinto Dos Santos D. [Validation and implementation of artificial intelligence in radiology : Quo vadis in 2022?]. RADIOLOGIE (HEIDELBERG, GERMANY) 2022;63:381-386. [PMID: 36510007 DOI: 10.1007/s00117-022-01097-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/17/2022] [Indexed: 12/14/2022]
66
van de Sande D, van Genderen ME, Braaf H, Gommers D, van Bommel J. Moving towards clinical use of artificial intelligence in intensive care medicine: business as usual? Intensive Care Med 2022;48:1815-1817. [PMID: 36269330 DOI: 10.1007/s00134-022-06910-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/07/2022] [Indexed: 11/05/2022]
67
Developing robust benchmarks for driving forward AI innovation in healthcare. NAT MACH INTELL 2022. [DOI: 10.1038/s42256-022-00559-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
68
Monteith S, Glenn T, Geddes J, Whybrow PC, Achtyes E, Bauer M. Expectations for Artificial Intelligence (AI) in Psychiatry. Curr Psychiatry Rep 2022;24:709-721. [PMID: 36214931 PMCID: PMC9549456 DOI: 10.1007/s11920-022-01378-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/15/2022] [Indexed: 01/29/2023]
69
Mascagni P, Alapatt D, Sestini L, Altieri MS, Madani A, Watanabe Y, Alseidi A, Redan JA, Alfieri S, Costamagna G, Boškoski I, Padoy N, Hashimoto DA. Computer vision in surgery: from potential to clinical value. NPJ Digit Med 2022;5:163. [PMID: 36307544 PMCID: PMC9616906 DOI: 10.1038/s41746-022-00707-5] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 10/10/2022] [Indexed: 11/09/2022]  Open
70
Garrucho L, Kushibar K, Jouide S, Diaz O, Igual L, Lekadir K. Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study. Artif Intell Med 2022;132:102386. [PMID: 36207090 DOI: 10.1016/j.artmed.2022.102386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 08/07/2022] [Accepted: 08/19/2022] [Indexed: 11/02/2022]
71
Fehr J, Jaramillo-Gutierrez G, Oala L, Gröschel MI, Bierwirth M, Balachandran P, Werneck-Leite A, Lippert C. Piloting a Survey-Based Assessment of Transparency and Trustworthiness with Three Medical AI Tools. Healthcare (Basel) 2022;10:1923. [PMID: 36292369 PMCID: PMC9601535 DOI: 10.3390/healthcare10101923] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 09/18/2022] [Accepted: 09/21/2022] [Indexed: 11/04/2022]  Open
72
Denniston AK, Kale AU, Lee WH, Mollan SP, Keane PA. Building trust in real-world data: lessons from INSIGHT, the UK's health data research hub for eye health and oculomics. Curr Opin Ophthalmol 2022;33:399-406. [PMID: 35916569 DOI: 10.1097/icu.0000000000000887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
73
Albert K, Delano M. Sex trouble: Sex/gender slippage, sex confusion, and sex obsession in machine learning using electronic health records. PATTERNS (NEW YORK, N.Y.) 2022;3:100534. [PMID: 36033589 PMCID: PMC9403398 DOI: 10.1016/j.patter.2022.100534] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
74
Arora A, Arora A. Generative adversarial networks and synthetic patient data: current challenges and future perspectives. Future Healthc J 2022;9:190-193. [DOI: 10.7861/fhj.2022-0013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
75
Oakden-Rayner L, Gale W, Bonham TA, Lungren MP, Carneiro G, Bradley AP, Palmer LJ. Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study. Lancet Digit Health 2022;4:e351-e358. [PMID: 35396184 DOI: 10.1016/s2589-7500(22)00004-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 11/02/2021] [Accepted: 01/12/2022] [Indexed: 02/01/2023]
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