Medical students’ perceptions of an artificial intelligence (AI) assisted diagnosing program

References

• Ali K, Barhom N, Tamimi F, Duggal M. 2023. ChatGPT-A double-edged sword for healthcare education? Implications for assessments of dental students. Eur J Dent Educ. 28(1):206–211. doi:10.1111/eje.12937.
   PubMedGoogle Scholar
• Artino AR, La Rochelle JS, Dezee KJ, Gehlbach H. 2014. Developing questionnaires for educational research: AMEE Guide No. 87. Med Teach. 36(6):463–474. doi:10.3109/0142159X.2014.889814.
   PubMed Web of Science ®Google Scholar
• Borchert RJ, Hickman CR, Pepys J, Sadler TJ. 2023. Performance of ChatGPT on the situational judgement test-A professional dilemmas-based examination for doctors in the united kingdom. JMIR Med Educ. 9:e48978. doi:10.2196/48978.
   PubMedGoogle Scholar
• Boysen PG, 2nd, Daste L, Northern T. 2016. Multigenerational challenges and the future of graduate medical education. Ochsner J. 16(1):101–107.
   PubMedGoogle Scholar
• Constant C, Aubin CE, Kremers HM, Garcia DVV, Wyles CC, Rouzrokh P, Larson AN. 2023. The use of deep learning in medical imaging to improve spine care: a scoping review of current literature and clinical applications. N Am Spine Soc J. 15:100236. doi:10.1016/j.xnsj.2023.100236.
   PubMedGoogle Scholar
• Davern M. 2013. Nonresponse rates are a problematic indicator of nonresponse bias in survey research. Health Serv Res. 48(3):905–912. doi:10.1111/1475-6773.12070.
   PubMed Web of Science ®Google Scholar
• Friedman CP, Donaldson KM, Vantsevich AV. 2016. Educating medical students in the era of ubiquitous information. Med Teach. 38(5):504–509. doi:10.3109/0142159X.2016.1150990.
   PubMed Web of Science ®Google Scholar
• Ha EJ, Lee JH, Lee DH, Moon J, Lee H, Kim YN, Kim M, Na DG, Kim JH. 2023. Artificial intelligence model assisting thyroid nodule diagnosis and management: a multicenter diagnostic study. J Clin Endocrinol Metab. doi:10.1210/clinem/dgad503.
   Web of Science ®Google Scholar
• Han ER, Yeo S, Kim MJ, Lee YH, Park KH, Roh H. 2019. Medical education trends for future physicians in the era of advanced technology and artificial intelligence: an integrative review. BMC Med Educ. 19(1):460. doi:10.1186/s12909-019-1891-5.
   PubMed Web of Science ®Google Scholar
• Heilbroner SP, Miotto R. 2023. Deep learning in medicine. Clin J Am Soc Nephrol. 18(3):397–399. doi:10.2215/CJN.0000000000000080.
   PubMed Web of Science ®Google Scholar
• Iftikhar P, Kuijpers MV, Khayyat A, Iftikhar A, DeGouvia De Sa M. 2020. Artificial Intelligence: a New Paradigm in Obstetrics and Gynecology Research and Clinical Practice. Cureus. 12(2):e7124. doi:10.7759/cureus.7124.
   PubMed Web of Science ®Google Scholar
• Kasneci E, Sessler K, Küchemann S, Bannert M, Dementieva D, Fischer F, Gasser U, Groh G, Günnemann S, Hüllermeier E, et al. 2023. ChatGPT for good? On opportunities and challenges of large language models for education. Learn Individ Differ. 103:102274. doi:10.1016/j.lindif.2023.102274.
   Web of Science ®Google Scholar
• Kjellsson G, Clarke P, Gerdtham U-G. 2014. Forgetting to remember or remembering to forget: A study of the recall period length in health care survey questions. J Health Econ. 35:34–46. doi:10.1016/j.jhealeco.2014.01.007.
   PubMed Web of Science ®Google Scholar
• Landon BE, Onnela JP, Meneades L, O'Malley AJ, Keating NL. 2021. Assessment of racial disparities in primary care physician specialty referrals. JAMA Netw Open. 4(1):e2029238. doi:10.1001/jamanetworkopen.2020.29238.
   PubMed Web of Science ®Google Scholar
• Lebhar MS, Velazquez A, Goza S, Hoppe IC. 2023. Dr. ChatGPT: utilizing Artificial Intelligence in Surgical Education. Cleft Palate Craniofac J. doi:10.1177/10556656231193966.
   PubMed Web of Science ®Google Scholar
• Masters K. 2019. Artificial intelligence in medical education. Med Teach. 41(9):976–980. doi:10.1080/0142159X.2019.1595557.
   PubMed Web of Science ®Google Scholar
• Moran J, Briscoe G, Peglow S. 2018. Current technology in advancing medical education: perspectives for learning and providing care. Acad Psychiatry. 42(6):796–799. doi:10.1007/s40596-018-0946-y.
   PubMed Web of Science ®Google Scholar
• Mwansa H, Lewsey S, Mazimba S, Breathett K. 2021. Racial/ethnic and gender disparities in heart failure with reduced ejection fraction. Curr Heart Fail Rep. 18(2):41–51. doi:10.1007/s11897-021-00502-5.
   PubMed Web of Science ®Google Scholar
• Papadopoulos I, Koulouglioti C, Lazzarino R, Ali S, Wright S, Martín-García Á, Oter-Quintana C, Kouta C, Rousou E, Papp K, et al. 2023. Views about perceived training needs of health care professionals in relation to socially assistive robots: an international online survey. Contemp Nurse. 59(4-5):344–361.
   PubMed Web of Science ®Google Scholar
• Paranjape K, Schinkel M, Nannan Panday R, Car J, Nanayakkara P. 2019. Introducing artificial intelligence training in medical education. JMIR Med Educ. 5(2):e16048. doi:10.2196/16048.
   PubMedGoogle Scholar
• Phillips AW, Friedman BT, Utrankar A, Ta AQ, Reddy ST, Durning SJ. 2017. Surveys of health professions trainees: prevalence, response rates, and predictive factors to guide researchers. Acad Med. 92(2):222–228. doi:10.1097/ACM.0000000000001334.
   PubMed Web of Science ®Google Scholar
• Pinto Dos Santos D, Giese D, Brodehl S, Chon SH, Staab W, Kleinert R, Maintz D, Baeßler B. 2019. Medical students’ attitude towards artificial intelligence: a multicentre survey. Eur Radiol. 29(4):1640–1646. doi:10.1007/s00330-018-5601-1.
   PubMed Web of Science ®Google Scholar
• Poalelungi DG, Musat CL, Fulga A, Neagu M, Neagu AI, Piraianu AI, Fulga I. 2023. Advancing patient care: how artificial intelligence is transforming healthcare. J Pers Med. 13(8):1214. doi:10.3390/jpm13081214.
   PubMed Web of Science ®Google Scholar
• Rao A, Pang M, Kim J, Kamineni M, Lie W, Prasad AK, Landman A, Dreyer K, Succi MD. 2023. Assessing the utility of ChatGPT throughout the entire clinical workflow: development and usability study. J Med Internet Res. 25:e48659. doi:10.2196/48659.
   PubMed Web of Science ®Google Scholar
• Sandars J, Morrison C. 2007. What is the net generation? the challenge for future medical education. Med Teach. 29(2-3):85–88. doi:10.1080/01421590601176380.
   PubMed Web of Science ®Google Scholar
• Srinivasan AP, Sullivan E, Desai A, Adiele A, Bell S, Lion KC. 2023. Disparities in pediatric specialty referral scheduling and completion. J Pediatr. 260:113485. doi:10.1016/j.jpeds.2023.113485.
   PubMed Web of Science ®Google Scholar
• Srivastava TK, Waghmare LS. 2020. Implications of Artificial Intelligence (AI) on dynamics of medical education and care: a perspective. JCDR. 14(3):JI01–JI02. doi:10.7860/JCDR/2020/43293.13565.
   Google Scholar
• Sun L, Yin C, Xu Q, Zhao W. 2023. Artificial intelligence for healthcare and medical education: a systematic review. Am J Transl Res. 15:4820–4828.
   PubMedGoogle Scholar
• Tackett S, Green D, Dyal M, O'Keefe E, Thomas TE, Nguyen T, Vo D, Patel M, Murdock CJ, Wolfe EM, et al. 2021. Use of commercially produced medical education videos in a cardiovascular curriculum: multiple cohort study. JMIR Med Educ. 7(4):e27441. doi:10.2196/27441.
   PubMedGoogle Scholar
• Thunander Sundbom L, Bingefors K, Hedborg K, Isacson D. 2017. Are men under-treated and women over-treated with antidepressants? Findings from a cross-sectional survey in Sweden. BJPsych Bull. 41(3):145–150. doi:10.1192/pb.bp.116.054270.
   PubMed Web of Science ®Google Scholar
• Wang DY, Liu SG, Ding J, Sun AL, Jiang D, Jiang J, Zhao JZ, Chen DS, Ji G, Li N, et al. 2023. A Deep learning model enhances clinicians’ diagnostic accuracy to over 96% for anterior cruciate ligament ruptures on MRI. Arthroscopy. S0749-8063(23)00663-1. doi:10.1016/j.arthro.2023.08.010.
   Google Scholar
• Wartman SA, Combs CD. 2019. Reimagining Medical Education in the Age of AI. AMA J Ethics. 21(2):E146–152. doi:10.1001/amajethics.2019.146.
   PubMedGoogle Scholar
• Williams JBW, Spitzer RL, Linzer M, Kroenke K, Hahn SR, deGruy FV, Lazev A. 1995. Gender differences in depression in primary care. Am J Obstet Gynecol. 173(2):654–659. doi:10.1016/0002-9378(95)90298-8.
   PubMed Web of Science ®Google Scholar