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For: Schmieding ML, Kopka M, Schmidt K, Schulz-Niethammer S, Balzer F, Feufel MA. Triage Accuracy of Symptom Checker Apps: 5-Year Follow-up Evaluation. J Med Internet Res 2022;24:e31810. [PMID: 35536633 PMCID: PMC9131144 DOI: 10.2196/31810] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 11/19/2021] [Accepted: 01/30/2022] [Indexed: 12/16/2022]  Open
Number Cited by Other Article(s)
1
Kachman MM, Brennan I, Oskvarek JJ, Waseem T, Pines JM. How artificial intelligence could transform emergency care. Am J Emerg Med 2024;81:40-46. [PMID: 38663302 DOI: 10.1016/j.ajem.2024.04.024] [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: 03/03/2024] [Revised: 04/13/2024] [Accepted: 04/15/2024] [Indexed: 06/07/2024]  Open
2
Meczner A, Cohen N, Qureshi A, Reza M, Sutaria S, Blount E, Bagyura Z, Malak T. Controlling Inputter Variability in Vignette Studies Assessing Web-Based Symptom Checkers: Evaluation of Current Practice and Recommendations for Isolated Accuracy Metrics. JMIR Form Res 2024;8:e49907. [PMID: 38820578 PMCID: PMC11179013 DOI: 10.2196/49907] [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: 06/22/2023] [Revised: 08/10/2023] [Accepted: 04/24/2024] [Indexed: 06/02/2024]  Open
3
Petrella RJ. The AI Future of Emergency Medicine. Ann Emerg Med 2024:S0196-0644(24)00043-X. [PMID: 38795081 DOI: 10.1016/j.annemergmed.2024.01.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/23/2024] [Accepted: 01/24/2024] [Indexed: 05/27/2024]
4
Harada Y, Sakamoto T, Sugimoto S, Shimizu T. Longitudinal Changes in Diagnostic Accuracy of a Differential Diagnosis List Developed by an AI-Based Symptom Checker: Retrospective Observational Study. JMIR Form Res 2024;8:e53985. [PMID: 38758588 PMCID: PMC11143391 DOI: 10.2196/53985] [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: 10/26/2023] [Revised: 03/23/2024] [Accepted: 04/24/2024] [Indexed: 05/18/2024]  Open
5
Müller R, Klemmt M, Koch R, Ehni HJ, Henking T, Langmann E, Wiesing U, Ranisch R. "That's just Future Medicine" - a qualitative study on users' experiences of symptom checker apps. BMC Med Ethics 2024;25:17. [PMID: 38365749 PMCID: PMC10874001 DOI: 10.1186/s12910-024-01011-5] [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: 05/26/2023] [Accepted: 02/06/2024] [Indexed: 02/18/2024]  Open
6
Kearney LE, Jansen E, Kathuria H, Steiling K, Jones KC, Walkey A, Cordella N. Efficacy of Digital Outreach Strategies for Collecting Smoking Data: Pragmatic Randomized Trial. JMIR Form Res 2024;8:e50465. [PMID: 38335012 PMCID: PMC10891497 DOI: 10.2196/50465] [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: 07/01/2023] [Revised: 12/19/2023] [Accepted: 12/24/2023] [Indexed: 02/10/2024]  Open
7
Schnoor K, Versluis A, Chavannes NH, Talboom-Kamp EPWA. Digital Triage Tools for Sexually Transmitted Infection Testing Compared With General Practitioners' Advice: Vignette-Based Qualitative Study With Interviews Among General Practitioners. JMIR Hum Factors 2024;11:e49221. [PMID: 38252474 PMCID: PMC10845018 DOI: 10.2196/49221] [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: 05/30/2023] [Revised: 07/05/2023] [Accepted: 11/20/2023] [Indexed: 01/23/2024]  Open
8
Wetzel AJ, Koch R, Koch N, Klemmt M, Müller R, Preiser C, Rieger M, Rösel I, Ranisch R, Ehni HJ, Joos S. 'Better see a doctor?' Status quo of symptom checker apps in Germany: A cross-sectional survey with a mixed-methods design (CHECK.APP). Digit Health 2024;10:20552076241231555. [PMID: 38434790 PMCID: PMC10908232 DOI: 10.1177/20552076241231555] [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] [Accepted: 01/22/2024] [Indexed: 03/05/2024]  Open
9
Peven K, Wickham AP, Wilks O, Kaplan YC, Marhol A, Ahmed S, Bamford R, Cunningham AC, Prentice C, Meczner A, Fenech M, Gilbert S, Klepchukova A, Ponzo S, Zhaunova L. Assessment of a Digital Symptom Checker Tool's Accuracy in Suggesting Reproductive Health Conditions: Clinical Vignettes Study. JMIR Mhealth Uhealth 2023;11:e46718. [PMID: 38051574 PMCID: PMC10731551 DOI: 10.2196/46718] [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: 02/23/2023] [Revised: 09/06/2023] [Accepted: 11/07/2023] [Indexed: 12/07/2023]  Open
10
Bushuven S, Bentele M, Bentele S, Gerber B, Bansbach J, Ganter J, Trifunovic-Koenig M, Ranisch R. "ChatGPT, Can You Help Me Save My Child's Life?" - Diagnostic Accuracy and Supportive Capabilities to Lay Rescuers by ChatGPT in Prehospital Basic Life Support and Paediatric Advanced Life Support Cases - An In-silico Analysis. J Med Syst 2023;47:123. [PMID: 37987870 PMCID: PMC10663183 DOI: 10.1007/s10916-023-02019-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 11/13/2023] [Indexed: 11/22/2023]
11
Hirosawa T, Mizuta K, Harada Y, Shimizu T. Comparative Evaluation of Diagnostic Accuracy Between Google Bard and Physicians. Am J Med 2023;136:1119-1123.e18. [PMID: 37643659 DOI: 10.1016/j.amjmed.2023.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/11/2023] [Accepted: 08/24/2023] [Indexed: 08/31/2023]
12
de Koning E, van der Haas Y, Saguna S, Stoop E, Bosch J, Beeres S, Schalij M, Boogers M. AI Algorithm to Predict Acute Coronary Syndrome in Prehospital Cardiac Care: Retrospective Cohort Study. JMIR Cardio 2023;7:e51375. [PMID: 37906226 PMCID: PMC10646678 DOI: 10.2196/51375] [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: 07/31/2023] [Revised: 08/29/2023] [Accepted: 09/19/2023] [Indexed: 11/02/2023]  Open
13
Hirosawa T, Kawamura R, Harada Y, Mizuta K, Tokumasu K, Kaji Y, Suzuki T, Shimizu T. ChatGPT-Generated Differential Diagnosis Lists for Complex Case-Derived Clinical Vignettes: Diagnostic Accuracy Evaluation. JMIR Med Inform 2023;11:e48808. [PMID: 37812468 PMCID: PMC10594139 DOI: 10.2196/48808] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 07/20/2023] [Accepted: 09/13/2023] [Indexed: 10/10/2023]  Open
14
Fraser H, Crossland D, Bacher I, Ranney M, Madsen T, Hilliard R. Comparison of Diagnostic and Triage Accuracy of Ada Health and WebMD Symptom Checkers, ChatGPT, and Physicians for Patients in an Emergency Department: Clinical Data Analysis Study. JMIR Mhealth Uhealth 2023;11:e49995. [PMID: 37788063 PMCID: PMC10582809 DOI: 10.2196/49995] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 08/17/2023] [Accepted: 08/25/2023] [Indexed: 10/04/2023]  Open
15
Wiedermann CJ, Mahlknecht A, Piccoliori G, Engl A. Redesigning Primary Care: The Emergence of Artificial-Intelligence-Driven Symptom Diagnostic Tools. J Pers Med 2023;13:1379. [PMID: 37763147 PMCID: PMC10532810 DOI: 10.3390/jpm13091379] [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: 09/04/2023] [Revised: 09/13/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023]  Open
16
Mahlknecht A, Engl A, Piccoliori G, Wiedermann CJ. Supporting primary care through symptom checking artificial intelligence: a study of patient and physician attitudes in Italian general practice. BMC PRIMARY CARE 2023;24:174. [PMID: 37661285 PMCID: PMC10476397 DOI: 10.1186/s12875-023-02143-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 08/29/2023] [Indexed: 09/05/2023]
17
Määttä J, Lindell R, Hayward N, Martikainen S, Honkanen K, Inkala M, Hirvonen P, Martikainen TJ. Diagnostic Performance, Triage Safety, and Usability of a Clinical Decision Support System Within a University Hospital Emergency Department: Algorithm Performance and Usability Study. JMIR Med Inform 2023;11:e46760. [PMID: 37656018 PMCID: PMC10501486 DOI: 10.2196/46760] [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: 02/24/2023] [Revised: 06/22/2023] [Accepted: 07/14/2023] [Indexed: 09/02/2023]  Open
18
Kafke SD, Kuhlmey A, Schuster J, Blüher S, Czimmeck C, Zoellick JC, Grosse P. Can clinical decision support systems be an asset in medical education? An experimental approach. BMC MEDICAL EDUCATION 2023;23:570. [PMID: 37568144 PMCID: PMC10416486 DOI: 10.1186/s12909-023-04568-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/04/2023] [Indexed: 08/13/2023]
19
Kopka M, Scatturin L, Napierala H, Fürstenau D, Feufel MA, Balzer F, Schmieding ML. Characteristics of Users and Nonusers of Symptom Checkers in Germany: Cross-Sectional Survey Study. J Med Internet Res 2023;25:e46231. [PMID: 37338970 DOI: 10.2196/46231] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/12/2023] [Accepted: 05/03/2023] [Indexed: 06/21/2023]  Open
20
Hirosawa T, Harada Y, Yokose M, Sakamoto T, Kawamura R, Shimizu T. Diagnostic Accuracy of Differential-Diagnosis Lists Generated by Generative Pretrained Transformer 3 Chatbot for Clinical Vignettes with Common Chief Complaints: A Pilot Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023;20:3378. [PMID: 36834073 PMCID: PMC9967747 DOI: 10.3390/ijerph20043378] [Citation(s) in RCA: 99] [Impact Index Per Article: 99.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/09/2023] [Accepted: 02/13/2023] [Indexed: 06/01/2023]
21
Pairon A, Philips H, Verhoeven V. A scoping review on the use and usefulness of online symptom checkers and triage systems: How to proceed? Front Med (Lausanne) 2023;9:1040926. [PMID: 36687416 PMCID: PMC9853165 DOI: 10.3389/fmed.2022.1040926] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 12/16/2022] [Indexed: 01/09/2023]  Open
22
Kopka M, Feufel MA, Berner ES, Schmieding ML. How suitable are clinical vignettes for the evaluation of symptom checker apps? A test theoretical perspective. Digit Health 2023;9:20552076231194929. [PMID: 37614591 PMCID: PMC10444026 DOI: 10.1177/20552076231194929] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 07/28/2023] [Indexed: 08/25/2023]  Open
23
North F, Jensen TB, Stroebel RJ, Nelson EM, Johnson BJ, Thompson MC, Pecina JL, Crum BA. Self-Triage Use, Subsequent Healthcare Utilization, and Diagnoses: A Retrospective Study of Process and Clinical Outcomes Following Self-Triage and Self-Scheduling for Ear or Hearing Symptoms. Health Serv Res Manag Epidemiol 2023;10:23333928231168121. [PMID: 37101803 PMCID: PMC10123887 DOI: 10.1177/23333928231168121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]  Open
24
Painter A, Hayhoe B, Riboli-Sasco E, El-Osta A. Online Symptom Checkers: Recommendations for a Vignette-Based Clinical Evaluation Standard. J Med Internet Res 2022;24:e37408. [DOI: 10.2196/37408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 09/15/2022] [Accepted: 10/11/2022] [Indexed: 11/13/2022]  Open
25
Napierala H, Kopka M, Altendorf MB, Bolanaki M, Schmidt K, Piper SK, Heintze C, Möckel M, Balzer F, Slagman A, Schmieding ML. Examining the impact of a symptom assessment application on patient-physician interaction among self-referred walk-in patients in the emergency department (AKUSYM): study protocol for a multi-center, randomized controlled, parallel-group superiority trial. Trials 2022;23:791. [PMID: 36127742 PMCID: PMC9490986 DOI: 10.1186/s13063-022-06688-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 08/24/2022] [Indexed: 11/10/2022]  Open
26
Fraser HSF, Cohan G, Koehler C, Anderson J, Lawrence A, Pateña J, Bacher I, Ranney ML. Evaluation of Diagnostic and Triage Accuracy and Usability of a Symptom Checker in an Emergency Department: Observational Study. JMIR Mhealth Uhealth 2022;10:e38364. [PMID: 36121688 PMCID: PMC9531004 DOI: 10.2196/38364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 05/31/2022] [Accepted: 06/10/2022] [Indexed: 11/26/2022]  Open
27
Nguyen H, Meczner A, Burslam-Dawe K, Hayhoe B. Triage Errors in Primary and Pre-Primary Care. J Med Internet Res 2022;24:e37209. [PMID: 35749166 PMCID: PMC9270711 DOI: 10.2196/37209] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/21/2022] [Accepted: 04/04/2022] [Indexed: 01/20/2023]  Open
28
Kopka M, Feufel MA, Balzer F, Schmieding ML. Triage Capability of Laypersons: Retrospective, Exploratory Analysis (Preprint). JMIR Form Res 2022;6:e38977. [PMID: 36222793 PMCID: PMC9607917 DOI: 10.2196/38977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 08/08/2022] [Accepted: 08/16/2022] [Indexed: 11/19/2022]  Open
29
Kopka M, Schmieding ML, Rieger T, Roesler E, Balzer F, Feufel MA. Trust Me, I’m Not a Doctor! Determinants of Laypersons’ Trust in Medical Decision Aids: Experimental Study (Preprint). JMIR Hum Factors 2021;9:e35219. [PMID: 35503248 PMCID: PMC9115664 DOI: 10.2196/35219] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 02/09/2022] [Accepted: 03/06/2022] [Indexed: 11/13/2022]  Open
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