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For: Schwartz JM, George M, Rossetti SC, Dykes PC, Minshall SR, Lucas E, Cato KD. Factors Influencing Clinician Trust in Predictive Clinical Decision Support Systems for In-Hospital Deterioration: Qualitative Descriptive Study. JMIR Hum Factors 2022;9:e33960. [PMID: 35550304 PMCID: PMC9136656 DOI: 10.2196/33960] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 03/02/2022] [Accepted: 03/21/2022] [Indexed: 11/13/2022]  Open
Number Cited by Other Article(s)
1
Hobensack M, Davoudi A, Song J, Cato K, Bowles KH, Topaz M. Comparing the influence of social risk factors on machine learning model performance across racial and ethnic groups in home healthcare. Nurs Outlook 2025;73:102431. [PMID: 40339458 DOI: 10.1016/j.outlook.2025.102431] [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: 08/21/2024] [Revised: 04/12/2025] [Accepted: 04/15/2025] [Indexed: 05/10/2025]
2
Afshar M, Resnik F, Joyce C, Oguss M, Dligach D, Burnside ES, Sullivan AG, Churpek MM, Patterson BW, Salisbury-Afshar E, Liao FJ, Goswami C, Brown R, Mundt MP. Clinical implementation of AI-based screening for risk for opioid use disorder in hospitalized adults. Nat Med 2025:10.1038/s41591-025-03603-z. [PMID: 40181180 DOI: 10.1038/s41591-025-03603-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Accepted: 02/21/2025] [Indexed: 04/05/2025]
3
Rossetti SC, Dykes PC, Knaplund C, Cho S, Withall J, Lowenthal G, Albers D, Lee RY, Jia H, Bakken S, Kang MJ, Chang FY, Zhou L, Bates DW, Daramola T, Liu F, Schwartz-Dillard J, Tran M, Bokhari SMA, Thate J, Cato KD. Real-time surveillance system for patient deterioration: a pragmatic cluster-randomized controlled trial. Nat Med 2025:10.1038/s41591-025-03609-7. [PMID: 40175738 DOI: 10.1038/s41591-025-03609-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 02/24/2025] [Indexed: 04/04/2025]
4
Tahtali MA, Snijders CCP, Dirne CWGM, Le Blanc PM. Prioritizing Trust in Podiatrists' Preference for AI in Supportive Roles Over Diagnostic Roles in Health Care: Qualitative Interview and Focus Group Study. JMIR Hum Factors 2025;12:e59010. [PMID: 39983118 PMCID: PMC11890136 DOI: 10.2196/59010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 10/18/2024] [Accepted: 12/29/2024] [Indexed: 02/23/2025]  Open
5
Leivaditis V, Beltsios E, Papatriantafyllou A, Grapatsas K, Mulita F, Kontodimopoulos N, Baikoussis NG, Tchabashvili L, Tasios K, Maroulis I, Dahm M, Koletsis E. Artificial Intelligence in Cardiac Surgery: Transforming Outcomes and Shaping the Future. Clin Pract 2025;15:17. [PMID: 39851800 PMCID: PMC11763739 DOI: 10.3390/clinpract15010017] [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: 12/18/2024] [Revised: 01/06/2025] [Accepted: 01/08/2025] [Indexed: 01/26/2025]  Open
6
Binuya MAE, Linn SC, Boekhout AH, Schmidt MK, Engelhardt EG. Bridging the Gap: A Mixed-Methods Study on Factors Influencing Breast Cancer Clinicians' Decisions to Use Clinical Prediction Models. MDM Policy Pract 2025;10:23814683251328377. [PMID: 40151468 PMCID: PMC11948560 DOI: 10.1177/23814683251328377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 02/15/2025] [Indexed: 03/29/2025]  Open
7
Owoyemi A, Okpara E, Salwei M, Boyd A. End user experience of a widely used artificial intelligence based sepsis system. JAMIA Open 2024;7:ooae096. [PMID: 39386065 PMCID: PMC11458550 DOI: 10.1093/jamiaopen/ooae096] [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: 04/01/2024] [Revised: 06/27/2024] [Accepted: 09/05/2024] [Indexed: 10/12/2024]  Open
8
Preti LM, Ardito V, Compagni A, Petracca F, Cappellaro G. Implementation of Machine Learning Applications in Health Care Organizations: Systematic Review of Empirical Studies. J Med Internet Res 2024;26:e55897. [PMID: 39586084 PMCID: PMC11629039 DOI: 10.2196/55897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 07/07/2024] [Accepted: 10/03/2024] [Indexed: 11/27/2024]  Open
9
Xu Z, Evans L, Song J, Chae S, Davoudi A, Bowles KH, McDonald MV, Topaz M. Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning. J Am Med Inform Assoc 2024;31:2641-2650. [PMID: 39302103 PMCID: PMC11491664 DOI: 10.1093/jamia/ocae247] [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: 03/05/2024] [Revised: 07/05/2024] [Accepted: 09/11/2024] [Indexed: 09/22/2024]  Open
10
Bedford J, Fields KG, Collins GS, Lip GYH, Clifton DA, O’Brien B, Muehlschlegel JD, Watkinson PJ, Redfern OC. Atrial fibrillation after cardiac surgery: identifying candidate predictors through a Delphi process. BMJ Open 2024;14:e086589. [PMID: 39322590 PMCID: PMC11425939 DOI: 10.1136/bmjopen-2024-086589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 09/02/2024] [Indexed: 09/27/2024]  Open
11
Liao X, Yao C, Jin F, Zhang J, Liu L. Barriers and facilitators to implementing imaging-based diagnostic artificial intelligence-assisted decision-making software in hospitals in China: a qualitative study using the updated Consolidated Framework for Implementation Research. BMJ Open 2024;14:e084398. [PMID: 39260855 PMCID: PMC11409362 DOI: 10.1136/bmjopen-2024-084398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 08/26/2024] [Indexed: 09/13/2024]  Open
12
Griffin AC, Wang KH, Leung TI, Facelli JC. Recommendations to promote fairness and inclusion in biomedical AI research and clinical use. J Biomed Inform 2024;157:104693. [PMID: 39019301 PMCID: PMC11402591 DOI: 10.1016/j.jbi.2024.104693] [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: 09/30/2023] [Revised: 06/25/2024] [Accepted: 07/14/2024] [Indexed: 07/19/2024]
13
Johnson R, Li MM, Noori A, Queen O, Zitnik M. Graph Artificial Intelligence in Medicine. Annu Rev Biomed Data Sci 2024;7:345-368. [PMID: 38749465 PMCID: PMC11344018 DOI: 10.1146/annurev-biodatasci-110723-024625] [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] [Indexed: 06/23/2024]
14
Secor AM, Justafort J, Torrilus C, Honoré J, Kiche S, Sandifer TK, Beima-Sofie K, Wagner AD, Pintye J, Puttkammer N. "Following the data": perceptions of and willingness to use clinical decision support tools to inform HIV care among Haitian clinicians. HEALTH POLICY AND TECHNOLOGY 2024;13:100880. [PMID: 39555144 PMCID: PMC11567668 DOI: 10.1016/j.hlpt.2024.100880] [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] [Indexed: 11/19/2024]
15
Peek N, Capurro D, Rozova V, van der Veer SN. Bridging the Gap: Challenges and Strategies for the Implementation of Artificial Intelligence-based Clinical Decision Support Systems in Clinical Practice. Yearb Med Inform 2024;33:103-114. [PMID: 40199296 PMCID: PMC12020628 DOI: 10.1055/s-0044-1800729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/10/2025]  Open
16
Rossetti SC, Dykes PC, Knaplund C, Cho S, Withall J, Lowenthal G, Albers D, Lee R, Jia H, Bakken S, Kang MJ, Chang FY, Zhou L, Bates DW, Daramola T, Liu F, Schwartz-Dillard J, Tran M, Abbas Bokhari SM, Thate J, Cato KD. Multisite Pragmatic Cluster-Randomized Controlled Trial of the CONCERN Early Warning System. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.06.04.24308436. [PMID: 38883706 PMCID: PMC11177900 DOI: 10.1101/2024.06.04.24308436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
17
Bear Don't Walk OJ, Paullada A, Everhart A, Casanova-Perez R, Cohen T, Veinot T. Opportunities for incorporating intersectionality into biomedical informatics. J Biomed Inform 2024;154:104653. [PMID: 38734158 PMCID: PMC11146624 DOI: 10.1016/j.jbi.2024.104653] [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: 11/18/2023] [Revised: 04/06/2024] [Accepted: 05/08/2024] [Indexed: 05/13/2024]
18
Kamboj N, Metcalfe K, Chu CH, Conway A. Designing the User Interface of a Nitroglycerin Dose Titration Decision Support System: User-Centered Design Study. Appl Clin Inform 2024;15:583-599. [PMID: 39048084 PMCID: PMC11268987 DOI: 10.1055/s-0044-1787755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 05/14/2024] [Indexed: 07/27/2024]  Open
19
Zhang T, Chung T, Dey A, Bae SW. Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults. 2024 INTERNATIONAL CONFERENCE ON ACTIVITY AND BEHAVIOR COMPUTING 2024;2024:10.1109/abc61795.2024.10652070. [PMID: 39600343 PMCID: PMC11586775 DOI: 10.1109/abc61795.2024.10652070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
20
Berkhout M, Smit K, Versendaal J. Decision discovery using clinical decision support system decision log data for supporting the nurse decision-making process. BMC Med Inform Decis Mak 2024;24:100. [PMID: 38637792 PMCID: PMC11025262 DOI: 10.1186/s12911-024-02486-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 03/18/2024] [Indexed: 04/20/2024]  Open
21
Fritz BA, Pugazenthi S, Budelier TP, Tellor Pennington BR, King CR, Avidan MS, Abraham J. User-Centered Design of a Machine Learning Dashboard for Prediction of Postoperative Complications. Anesth Analg 2024;138:804-813. [PMID: 37339083 PMCID: PMC10730770 DOI: 10.1213/ane.0000000000006577] [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: 06/22/2023]
22
Barwise AK, Curtis S, Diedrich DA, Pickering BW. Using artificial intelligence to promote equitable care for inpatients with language barriers and complex medical needs: clinical stakeholder perspectives. J Am Med Inform Assoc 2024;31:611-621. [PMID: 38099504 PMCID: PMC10873784 DOI: 10.1093/jamia/ocad224] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 11/14/2023] [Indexed: 02/18/2024]  Open
23
Giddings R, Joseph A, Callender T, Janes SM, van der Schaar M, Sheringham J, Navani N. Factors influencing clinician and patient interaction with machine learning-based risk prediction models: a systematic review. Lancet Digit Health 2024;6:e131-e144. [PMID: 38278615 DOI: 10.1016/s2589-7500(23)00241-8] [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: 03/23/2023] [Revised: 10/20/2023] [Accepted: 11/14/2023] [Indexed: 01/28/2024]
24
Shevtsova D, Ahmed A, Boot IWA, Sanges C, Hudecek M, Jacobs JJL, Hort S, Vrijhoef HJM. Trust in and Acceptance of Artificial Intelligence Applications in Medicine: Mixed Methods Study. JMIR Hum Factors 2024;11:e47031. [PMID: 38231544 PMCID: PMC10831593 DOI: 10.2196/47031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 09/25/2023] [Accepted: 11/20/2023] [Indexed: 01/18/2024]  Open
25
Högberg C, Larsson S, Lång K. Engaging with artificial intelligence in mammography screening: Swedish breast radiologists' views on trust, information and expertise. Digit Health 2024;10:20552076241287958. [PMID: 39381821 PMCID: PMC11459539 DOI: 10.1177/20552076241287958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 09/10/2024] [Indexed: 10/10/2024]  Open
26
Bergquist M, Rolandsson B, Gryska E, Laesser M, Hoefling N, Heckemann R, Schneiderman JF, Björkman-Burtscher IM. Trust and stakeholder perspectives on the implementation of AI tools in clinical radiology. Eur Radiol 2024;34:338-347. [PMID: 37505245 PMCID: PMC10791850 DOI: 10.1007/s00330-023-09967-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 04/22/2023] [Accepted: 05/26/2023] [Indexed: 07/29/2023]
27
Magrabi F, Lyell D, Coiera E. Automation in Contemporary Clinical Information Systems: a Survey of AI in Healthcare Settings. Yearb Med Inform 2023;32:115-126. [PMID: 38147855 PMCID: PMC10751141 DOI: 10.1055/s-0043-1768733] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2023]  Open
28
Choi A, Choi SY, Chung K, Chung HS, Song T, Choi B, Kim JH. Development of a machine learning-based clinical decision support system to predict clinical deterioration in patients visiting the emergency department. Sci Rep 2023;13:8561. [PMID: 37237057 DOI: 10.1038/s41598-023-35617-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Accepted: 05/21/2023] [Indexed: 05/28/2023]  Open
29
van der Vegt AH, Scott IA, Dermawan K, Schnetler RJ, Kalke VR, Lane PJ. Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework. J Am Med Inform Assoc 2023:7161075. [PMID: 37172264 DOI: 10.1093/jamia/ocad075] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 04/04/2023] [Accepted: 04/23/2023] [Indexed: 05/14/2023]  Open
30
Kim JH, Kim B, Kim MJ, Hyun H, Kim HC, Chang HJ. Prediction of inappropriate pre-hospital transfer of patients with suspected cardiovascular emergency diseases using machine learning: a retrospective observational study. BMC Med Inform Decis Mak 2023;23:56. [PMID: 37024872 PMCID: PMC10080868 DOI: 10.1186/s12911-023-02149-9] [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: 08/17/2022] [Accepted: 03/15/2023] [Indexed: 04/08/2023]  Open
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