Published on in Vol 9 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/45312, first published .
How Does ChatGPT Perform on the United States Medical Licensing Examination (USMLE)? The Implications of Large Language Models for Medical Education and Knowledge Assessment

How Does ChatGPT Perform on the United States Medical Licensing Examination (USMLE)? The Implications of Large Language Models for Medical Education and Knowledge Assessment

How Does ChatGPT Perform on the United States Medical Licensing Examination (USMLE)? The Implications of Large Language Models for Medical Education and Knowledge Assessment

Journals

  1. Sabry Abdel-Messih M, Kamel Boulos M. ChatGPT in Clinical Toxicology. JMIR Medical Education 2023;9:e46876 View
  2. Howard A, Hope W, Gerada A. ChatGPT and antimicrobial advice: the end of the consulting infection doctor?. The Lancet Infectious Diseases 2023;23(4):405 View
  3. Sinha R, Deb Roy A, Kumar N, Mondal H. Applicability of ChatGPT in Assisting to Solve Higher Order Problems in Pathology. Cureus 2023 View
  4. Halloran L, Mhanna S, Brunner P. AI tools such as ChatGPT will disrupt hydrology, too. Hydrological Processes 2023;37(3) View
  5. Juhi A, Pipil N, Santra S, Mondal S, Behera J, Mondal H. The Capability of ChatGPT in Predicting and Explaining Common Drug-Drug Interactions. Cureus 2023 View
  6. Eysenbach G. The Role of ChatGPT, Generative Language Models, and Artificial Intelligence in Medical Education: A Conversation With ChatGPT and a Call for Papers. JMIR Medical Education 2023;9:e46885 View
  7. Lal Vallath A, Sivasubramanian B, Chatterjee A, Erva S, Ravikumar D, Dasgupta I. Ventricular Septal Rupture and Artificial Intelligence (AI)-Assisted Healthcare. Cureus 2023 View
  8. Aubignat M, Diab E. Artificial intelligence and ChatGPT between worst enemy and best friend: The two faces of a revolution and its impact on science and medical schools. Revue Neurologique 2023;179(6):520 View
  9. Sallam M. ChatGPT Utility in Healthcare Education, Research, and Practice: Systematic Review on the Promising Perspectives and Valid Concerns. Healthcare 2023;11(6):887 View
  10. Levin G, Meyer R, Kadoch E, Brezinov Y. Identifying ChatGPT-written OBGYN abstracts using a simple tool. American Journal of Obstetrics & Gynecology MFM 2023;5(6):100936 View
  11. Fuentes-Martín Á, Cilleruelo-Ramos Á, Segura-Méndez B, Mayol J. Can an Artificial Intelligence Model Pass an Examination for Medical Specialists?. Archivos de Bronconeumología 2023;59(8):534 View
  12. Ghosh A, Bir A. Evaluating ChatGPT's Ability to Solve Higher-Order Questions on the Competency-Based Medical Education Curriculum in Medical Biochemistry. Cureus 2023 View
  13. Ivanov S, Soliman M. Game of algorithms: ChatGPT implications for the future of tourism education and research. Journal of Tourism Futures 2023;9(2):214 View
  14. Stephens L. ChatGPT in transfusion medicine: A new frontier for patients?. Transfusion 2023;63(6):1110 View
  15. Shoufan A. Exploring Students’ Perceptions of ChatGPT: Thematic Analysis and Follow-Up Survey. IEEE Access 2023;11:38805 View
  16. Giannos P, Delardas O. Performance of ChatGPT on UK Standardized Admission Tests: Insights From the BMAT, TMUA, LNAT, and TSA Examinations. JMIR Medical Education 2023;9:e47737 View
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  19. Thirunavukarasu A, Hassan R, Mahmood S, Sanghera R, Barzangi K, El Mukashfi M, Shah S. Trialling a Large Language Model (ChatGPT) in General Practice With the Applied Knowledge Test: Observational Study Demonstrating Opportunities and Limitations in Primary Care. JMIR Medical Education 2023;9:e46599 View
  20. Xie Y, Seth I, Hunter-Smith D, Rozen W, Ross R, Lee M. Aesthetic Surgery Advice and Counseling from Artificial Intelligence: A Rhinoplasty Consultation with ChatGPT. Aesthetic Plastic Surgery 2023;47(5):1985 View
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  22. Temsah O, Khan S, Chaiah Y, Senjab A, Alhasan K, Jamal A, Aljamaan F, Malki K, Halwani R, Al-Tawfiq J, Temsah M, Al-Eyadhy A. Overview of Early ChatGPT’s Presence in Medical Literature: Insights From a Hybrid Literature Review by ChatGPT and Human Experts. Cureus 2023 View
  23. Pinto A, Abreu A, Costa E, Paiva J. How Machine Learning (ML) is Transforming Higher Education: A Systematic Literature Review. Journal of Information Systems Engineering and Management 2023;8(2):21168 View
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  27. Alvero R. ChatGPT: rumors of human providers’ demise have been greatly exaggerated. Fertility and Sterility 2023;119(6):930 View
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  29. Tsui J, Wong M, Kim B, Maguire A, Scoles D, VanderBeek B, Brucker A. Appropriateness of ophthalmic symptoms triage by a popular online artificial intelligence chatbot. Eye 2023;37(17):3692 View
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  36. Fuchs K. Exploring the opportunities and challenges of NLP models in higher education: is Chat GPT a blessing or a curse?. Frontiers in Education 2023;8 View
  37. Sánchez-Ruiz L, Moll-López S, Nuñez-Pérez A, Moraño-Fernández J, Vega-Fleitas E. ChatGPT Challenges Blended Learning Methodologies in Engineering Education: A Case Study in Mathematics. Applied Sciences 2023;13(10):6039 View
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  43. VIEBIG R. NAVIGATING THE ADVANTAGES AND CHALLENGES OF INTEGRATING ARTIFICIAL INTELLIGENCE IN SCIENTIFIC PRODUCTION. Arquivos de Gastroenterologia 2023;60(1):1 View
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  46. Frosolini A, Gennaro P, Cascino F, Gabriele G. In Reference to “Role of Chat GPT in Public Health”, to Highlight the AI’s Incorrect Reference Generation. Annals of Biomedical Engineering 2023;51(10):2120 View
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  48. Mayol J. Inteligencia artificial generativa y educación médica. Educación Médica 2023;24(4):100851 View
  49. Liu H, Azam M, Bin Naeem S, Faiola A. An overview of the capabilities of ChatGPT for medical writing and its implications for academic integrity. Health Information & Libraries Journal 2023;40(4):440 View
  50. 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 and uHealth 2023;11:e49995 View
  51. Liang Y, Zou D, Xie H, Wang F. Exploring the potential of using ChatGPT in physics education. Smart Learning Environments 2023;10(1) View
  52. Spennemann D. Exhibiting the Heritage of COVID-19—A Conversation with ChatGPT. Heritage 2023;6(8):5732 View
  53. Yan L, Sha L, Zhao L, Li Y, Martinez‐Maldonado R, Chen G, Li X, Jin Y, Gašević D. Practical and ethical challenges of large language models in education: A systematic scoping review. British Journal of Educational Technology 2024;55(1):90 View
  54. Taloni A, Borselli M, Scarsi V, Rossi C, Coco G, Scorcia V, Giannaccare G. Comparative performance of humans versus GPT-4.0 and GPT-3.5 in the self-assessment program of American Academy of Ophthalmology. Scientific Reports 2023;13(1) View
  55. Xie Y, Seth I, Hunter‐Smith D, Rozen W, Seifman M. Investigating the impact of innovative AI chatbot on post‐pandemic medical education and clinical assistance: a comprehensive analysis. ANZ Journal of Surgery 2024;94(1-2):68 View
  56. Maillard A, Micheli G, Lefevre L, Guyonnet C, Poyart C, Canouï E, Belan M, Charlier C. Can Chatbot Artificial Intelligence Replace Infectious Diseases Physicians in the Management of Bloodstream Infections? A Prospective Cohort Study. Clinical Infectious Diseases 2024;78(4):825 View
  57. Aljindan F, Al Qurashi A, Albalawi I, Alanazi A, Aljuhani H, Falah Almutairi F, Aldamigh O, Halawani I, K. Zino Alarki S. ChatGPT Conquers the Saudi Medical Licensing Exam: Exploring the Accuracy of Artificial Intelligence in Medical Knowledge Assessment and Implications for Modern Medical Education. Cureus 2023 View
  58. Yanagita Y, Yokokawa D, Uchida S, Tawara J, Ikusaka M. Accuracy of ChatGPT on Medical Questions in the National Medical Licensing Examination in Japan: Evaluation Study. JMIR Formative Research 2023;7:e48023 View
  59. Anagnostopoulos C. ChatGPT impacts in programming education: A recent literature overview that debates ChatGPT responses. F1000Research 2023;12:1393 View
  60. Ignjatović A, Stevanović L. Efficacy and limitations of ChatGPT as a biostatistical problem-solving tool in medical education in Serbia: a descriptive study. Journal of Educational Evaluation for Health Professions 2023;20:28 View
  61. Meo S, Al-Masri A, Alotaibi M, Meo M, Meo M. ChatGPT Knowledge Evaluation in Basic and Clinical Medical Sciences: Multiple Choice Question Examination-Based Performance. Healthcare 2023;11(14):2046 View
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  63. Peacock J, Austin A, Shapiro M, Battista A, Samuel A. Accelerating medical education with ChatGPT: an implementation guide. MedEdPublish 2023;13:64 View
  64. Hofmann H, Guerra G, Le J, Wong A, Hofmann G, Mayfield C, Petrigliano F, Liu J. The Rapid Development of Artificial Intelligence: GPT-4's Performance on Orthopedic Surgery Board Questions. Orthopedics 2024;47(2) View
  65. Abi-Rafeh J, Hanna S, Bassiri-Tehrani B, Kazan R, Nahai F. Complications Following Facelift and Neck Lift: Implementation and Assessment of Large Language Model and Artificial Intelligence (ChatGPT) Performance Across 16 Simulated Patient Presentations. Aesthetic Plastic Surgery 2023;47(6):2407 View
  66. Weng T, Wang Y, Chang S, Chen T, Hwang S. ChatGPT failed Taiwan’s Family Medicine Board Exam. Journal of the Chinese Medical Association 2023;86(8):762 View
  67. Wang Y, Shen H, Chen T. Performance of ChatGPT on the pharmacist licensing examination in Taiwan. Journal of the Chinese Medical Association 2023;86(7):653 View
  68. Farina M, Lavazza A. ChatGPT in society: emerging issues. Frontiers in Artificial Intelligence 2023;6 View
  69. O’Hern K, Yang E, Vidal N. ChatGPT underperforms in triaging appropriate use of Mohs surgery for cutaneous neoplasms. JAAD International 2023;12:168 View
  70. Chakraborty C, Pal S, Bhattacharya M, Dash S, Lee S. Overview of Chatbots with special emphasis on artificial intelligence-enabled ChatGPT in medical science. Frontiers in Artificial Intelligence 2023;6 View
  71. Vakilzadeh A, Pourahmad Ghalejoogh S. Evaluating the Potential of Large Language Model AI as Project Management Assistants: A Comparative Simulation to Evaluate GPT-3.5, GPT-4, and Google-Bard Ability to pass the PMI's PMP test. SSRN Electronic Journal 2023 View
  72. Ng F, Thirunavukarasu A, Cheng H, Tan T, Gutierrez L, Lan Y, Ong J, Chong Y, Ngiam K, Ho D, Wong T, Kwek K, Doshi-Velez F, Lucey C, Coffman T, Ting D. Artificial intelligence education: An evidence-based medicine approach for consumers, translators, and developers. Cell Reports Medicine 2023;4(10):101230 View
  73. Doddi S, Hibshman T, Salichs O, Bera K, Tippareddy C, Ramaiya N, Tirumani S. Assessing appropriate responses to ACR urologic imaging scenarios using ChatGPT and Bard. Current Problems in Diagnostic Radiology 2024;53(2):226 View
  74. Deik A. Potential Benefits and Perils of Incorporating ChatGPT to the Movement Disorders Clinic. Journal of Movement Disorders 2023;16(2):158 View
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  741. Hopson S, Mildon C, Hassard K, Urie P, Della Corte D. Equipping Future Physicians with Artificial Intelligence Competencies through Student Associations. International Medical Education 2024;3(4):388 View
  742. Jairoun A, Al-Hemyari S, Shahwan M, Alnuaimi G, Ibrahim N, Jaber A. Capturing pharmacists’ perspectives on the value, risks, and applications of ChatGPT in pharmacy practice: A qualitative study. Exploratory Research in Clinical and Social Pharmacy 2024;16:100518 View
  743. Fan K, Fan K. Dermatological Knowledge and Image Analysis Performance of Large Language Models Based on Specialty Certificate Examination in Dermatology. Dermato 2024;4(4):124 View
  744. Kim W, Kim B, Yeom H. Performance of Large Language Models on the Korean Dental Licensing Examination: A Comparative Study. International Dental Journal 2024 View
  745. Snigdha N, Batul R, Karobari M, Adil A, Dawasaz A, Hameed M, Mehta V, Noorani T, Tatu A. Assessing the Performance of ChatGPT 3.5 and ChatGPT 4 in Operative Dentistry and Endodontics: An Exploratory Study. Human Behavior and Emerging Technologies 2024;2024(1) View
  746. Kim S, Lee C, Kim S. Large Language Models: A Comprehensive Guide for Radiologists. Journal of the Korean Society of Radiology 2024;85(5):861 View
  747. Torre D, Schuwirth L. Programmatic assessment for learning: A programmatically designed assessment for the purpose of learning: AMEE Guide No. 174. Medical Teacher 2024:1 View
  748. Reza R, Mahmud M, Ahmed S. Evaluating AI Excellence: A Comparative Analysis of Generative Models in Library and Information Science. Science & Technology Libraries 2024:1 View
  749. Huwiler J, Oechslin L, Biaggi P, Tanner F, Wyss C. Experimental assessment of the performance of artificial intelligence in solving multiple-choice board exams in cardiology. Swiss Medical Weekly 2024;154(10):3547 View
  750. Qin Q, Zhang S. Visualizing the knowledge mapping of artificial intelligence in education: A systematic review. Education and Information Technologies 2024 View
  751. Bedi S, Liu Y, Orr-Ewing L, Dash D, Koyejo S, Callahan A, Fries J, Wornow M, Swaminathan A, Lehmann L, Hong H, Kashyap M, Chaurasia A, Shah N, Singh K, Tazbaz T, Milstein A, Pfeffer M, Shah N. Testing and Evaluation of Health Care Applications of Large Language Models. JAMA 2024 View
  752. Sensoy E, Citirik M. Evaluation and Comparison of the Knowledge Levels of Current Artificial Intelligence Programs on Retinal/Vitreous Diseases and Treatment Methods. Journal of Current Ophthalmology 2024;36(1):78 View
  753. Huang R, Benour A, Kemppainen J, Leung F. The future of AI clinicians: assessing the modern standard of chatbots and their approach to diagnostic uncertainty. BMC Medical Education 2024;24(1) View
  754. Ramgopal S, Varma S, Gorski J, Kester K, Shieh A, Suresh S. Evaluation of a Large Language Model on the American Academy of Pediatrics' PREP Emergency Medicine Question Bank. Pediatric Emergency Care 2024;40(12):871 View
  755. Tiwari C, Bhat M, Dula Wedajo A, Khan S. Unveiling the bright side and dark side of AI-based ChatGPT : a bibliographic and thematic approach. Journal of Decision Systems 2024:1 View
  756. Liu W, Kan H, Jiang Y, Geng Y, Nie Y, Yang M. MED-ChatGPT CoPilot: a ChatGPT medical assistant for case mining and adjunctive therapy. Frontiers in Medicine 2024;11 View
  757. Meyer A, Chapman J. A slide into obscurity? The current state of histology education in Australian and Aotearoa New Zealand medical curricula in 2022–2023. Anatomical Sciences Education 2024;17(9):1694 View
  758. Barbosa‐Silva J, Driusso P, Ferreira E, de Abreu R. Exploring the Efficacy of Artificial Intelligence: A Comprehensive Analysis of CHAT‐GPT's Accuracy and Completeness in Addressing Urinary Incontinence Queries. Neurourology and Urodynamics 2024 View
  759. Zhou S, Luo X, Chen C, Jiang H, Yang C, Ran G, Yu J, Yin C. The performance of large language model-powered chatbots compared to oncology physicians on colorectal cancer queries. International Journal of Surgery 2024;110(10):6509 View
  760. Díaz B, Delgado C. Artificial intelligence: Tool or teammate?. Journal of Research in Science Teaching 2024;61(10):2575 View
  761. Saad M, Almasri W, Hye T, Roni M, Mohiyeddini C. Analysis of ChatGPT-3.5’s Potential in Generating NBME-Standard Pharmacology Questions: What Can Be Improved?. Algorithms 2024;17(10):469 View
  762. Song E, Lee S. Comparative Analysis of the Response Accuracies of Large Language Models in the Korean National Dental Hygienist Examination Across Korean and English Questions. International Journal of Dental Hygiene 2024 View
  763. Fried A, Dorn S, Leland W, Mullen E, Williams D, Zaas A, MacGuire J, Bynum D. Large language models in internal medicine residency: current use and attitudes among internal medicine residents. Discover Artificial Intelligence 2024;4(1) View
  764. Greif L, Röckel F, Kimmig A, Ovtcharova J. A systematic review of current AI techniques used in the context of the SDGs. International Journal of Environmental Research 2025;19(1) View
  765. Li C, Zhang J, Abdul‐Masih J, Zhang S, Yang J. Performance of ChatGPT and Dental Students on Concepts of Periodontal Surgery. European Journal of Dental Education 2024 View
  766. Wardat Y. Exploring the Impact of ChatGPT on Scientific Research: Assessing Strengths, Weaknesses, Opportunities, and Threats. Education as Change 2024;28 View
  767. Kong A, Liu N, Tan H, Sia A, Sng B. Artificial intelligence in obstetric anaesthesiology – the future of patient care?. International Journal of Obstetric Anesthesia 2025;61:104288 View
  768. Liu M, Okuhara T, Chang X, Okada H, Kiuchi T, Khlaif Z. Performance of ChatGPT in medical licensing examinations in countries worldwide: A systematic review and meta-analysis protocol. PLOS ONE 2024;19(10):e0312771 View
  769. Oliveira J, Eskandar K, Kar E, de Oliveira F, Filho A. Understanding AI’s Role in Endometriosis Patient Education and Evaluating Its Information and Accuracy: Systematic Review. JMIR AI 2024;3:e64593 View
  770. Holt N, Byrne M. The Role of Artificial Intelligence and Big Data for Gastrointestinal Disease. Gastrointestinal Endoscopy Clinics of North America 2024 View
  771. Liu M, Okuhara T, Dai Z, Huang W, Gu L, Okada H, Furukawa E, Kiuchi T. Evaluating the Effectiveness of advanced large language models in medical Knowledge: A Comparative study using Japanese national medical examination. International Journal of Medical Informatics 2025;193:105673 View
  772. Gumilar K, Indraprasta B, Faridzi A, Wibowo B, Herlambang A, Rahestyningtyas E, Irawan B, Tambunan Z, Bustomi A, Brahmantara B, Yu Z, Hsu Y, Pramuditya H, Putra V, Nugroho H, Mulawardhana P, Tjokroprawiro B, Hedianto T, Ibrahim I, Huang J, Li D, Lu C, Yang J, Liao L, Tan M. Assessment of Large Language Models (LLMs) in decision-making support for gynecologic oncology. Computational and Structural Biotechnology Journal 2024;23:4019 View
  773. Zhang X, Zhang P, Shen Y, Liu M, Wang Q, Gašević D, Fan Y. A Systematic Literature Review of Empirical Research on Applying Generative Artificial Intelligence in Education. Frontiers of Digital Education 2024;1(3):223 View
  774. Warren C, Payne N, Edmonds V, Voleti S, Choudry M, Punjani N, Abdul‐Muhsin H, Humphreys M. Quality of Chatbot Information Related to Benign Prostatic Hyperplasia. The Prostate 2025;85(2):175 View
  775. Hayat J, Lari M, AlHerz M, Lari A. The Utility and Limitations of Artificial Intelligence-Powered Chatbots in Healthcare. Cureus 2024 View
  776. Bull D, Okaygoun D. Evaluating the Performance of ChatGPT in the Prescribing Safety Assessment: Implications for Artificial Intelligence-Assisted Prescribing. Cureus 2024 View
  777. Hong D, Huang C. The performance of AI in medical examinations: an exploration of ChatGPT in ultrasound medical education. Frontiers in Medicine 2024;11 View
  778. Gotta J, Le Hong Q, Koch V, Gruenewald L, Geyer T, Martin S, Scholtz J, Booz C, Pinto Dos Santos D, Mahmoudi S, Eichler K, Gruber-Rouh T, Hammerstingl R, Biciusca T, Juergens L, Höhne E, Mader C, Vogl T, Reschke P. Large language models (LLMs) in radiology exams for medical students: Performance and consequences. RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren 2024 View
  779. Wang X, Ye S, Feng J, Feng K, Yang H, Li H. Performance of ChatGPT on prehospital acute ischemic stroke and large vessel occlusion (LVO) stroke screening. DIGITAL HEALTH 2024;10 View
  780. Balci A, Yazar Z, Ozturk B, Altan C. Performance of Chatgpt in ophthalmology exam; human versus AI. International Ophthalmology 2024;44(1) View
  781. Taniguchi M, Lindsey J. Performance of chatbots in queries concerning fundamental concepts in photochemistry. Photochemistry and Photobiology 2024 View
  782. Nascimento Teixeira B, Leitão A, Nascimento G, Campos-Fernandes A, Cercas F. Can ChatGPT Support Clinical Coding Using the ICD-10-CM/PCS?. Informatics 2024;11(4):84 View
  783. Mete U. Evaluating the Performance of ChatGPT, Gemini, and Bing Compared with Resident Surgeons in the Otorhinolaryngology In-service Training Examination. Turkish Archives of Otorhinolaryngology 2024 View
  784. Rakauskas T, Da Costa A, Moriconi C, Gill G, Kwong J, Lee N. Evaluation of Chat Generative Pre-trained Transformer and Microsoft Copilot Performance on the American Society of Surgery of the Hand Self-Assessment Examinations. Journal of Hand Surgery Global Online 2024 View
  785. Gritti M, Prajapati R, Yissar D, Morgan C. Precision of artificial intelligence in paediatric cardiology multimodal image interpretation. Cardiology in the Young 2024:1 View
  786. Xi N, Ji H, Wang L. Understanding Sarcoidosis Using Large Language Models and Social Media Data. Journal of Healthcare Informatics Research 2024 View
  787. Roblero Roblero K. ChatGPT y medicina. Revista de Investigación Proyección Científica 2024;6(1):97 View
  788. Chaiban T, Nahle Z, Assi G, Cherfane M. The intent of ChatGPT usage and its robustness in medical proficiency exams: a systematic review. Discover Education 2024;3(1) View
  789. Aster A, Laupichler M, Rockwell-Kollmann T, Masala G, Bala E, Raupach T. ChatGPT and Other Large Language Models in Medical Education — Scoping Literature Review. Medical Science Educator 2024 View
  790. Yigitbay A. Evaluation of ChatGPT’s Performance in the Turkish Board of Orthopaedic Surgery Examination. Medical Bulletin of Haseki 2024;62(4):243 View
  791. Mittelstädt J, Maier J, Goerke P, Zinn F, Hermes M. Large language models can outperform humans in social situational judgments. Scientific Reports 2024;14(1) View
  792. Youssef Y, Youssef S, Melcher P, Henkelmann R, Osterhoff G, Theopold J. How accurately can ChatGPT 3.5 answer frequently asked questions by patients on glenohumeral osteoarthritis?. Obere Extremität 2024 View
  793. Cheng H. Application of ChatGPT to Geriatric Practice and Education -An Exploratory Study on ChatGPT’s Geriatric Attitude, Knowledge, and Clinical Application (Preprint). JMIR Formative Research 2024 View
  794. Sugawara Y, Hirakawa Y, Nangaku M. Telemedicine in nephrology: future perspective and solutions. Clinical Kidney Journal 2024;17(Supplement_2):ii1 View
  795. Latario L, Fowler J. Chatbot Demonstrates Moderate Interrater Reliability in Billing for Hand Surgery Clinic Encounters. HAND 2024 View
  796. Triplett S, Ness-Engle G, Behnen E. A comparison of drug information question responses by a drug information center and by ChatGPT. American Journal of Health-System Pharmacy 2024 View
  797. Gill G, Blair J, Litinsky S. Evaluating the Performance of ChatGPT 3.5 and 4.0 on StatPearls Oculoplastic Surgery Text- and Image-Based Exam Questions. Cureus 2024 View
  798. Gupta M, Virostko J, Kaufmann C. Large language models in radiology: Fluctuating performance and decreasing discordance over time. European Journal of Radiology 2025;182:111842 View
  799. Ramadan S, Mutsaers A, Chen P, Bauman G, Velker V, Ahmad B, Arifin A, Nguyen T, Palma D, Goodman C. Evaluating ChatGPT’s competency in radiation oncology: A comprehensive assessment across clinical scenarios. Radiotherapy and Oncology 2025;202:110645 View
  800. Chen A, Qilleri A, Foster T, Rao A, Gopalakrishnan S, Niezgoda J, Oropallo A. Generative Artificial Intelligence: Applications in Scientific Writing and Data Analysis in Wound Healing Research. Advances in Skin & Wound Care 2024;37(11&12):601 View
  801. Aldukhail S. Mapping the Landscape of Generative Language Models in Dental Education: A Comparison Between ChatGPT and Google Bard. European Journal of Dental Education 2024 View
  802. Al‐Khater K. Comparative assessment of three AI platforms in answering USMLE Step 1 anatomy questions or identifying anatomical structures on radiographs. Clinical Anatomy 2024 View
  803. Bai Y, Li J, Shen J, Zhao L. Investigating the Efficacy of ChatGPT-3.5 for Tutoring in Chinese Elementary Education Settings. IEEE Transactions on Learning Technologies 2024;17:2156 View
  804. Chen Y, Huang X, Yang F, Lin H, Lin H, Zheng Z, Liang Q, Zhang J, Li X. Performance of ChatGPT and Bard on the medical licensing examinations varies across different cultures: a comparison study. BMC Medical Education 2024;24(1) View
  805. Miyazaki Y, Hata M, Omori H, Hirashima A, Nakagawa Y, Eto M, Takahashi S, Ikeda M. Performance and Errors of ChatGPT-4o on the Japanese Medical Licensing Examination: Solving All Questions Including Images with Over 90% Accuracy (Preprint). JMIR Medical Education 2024 View
  806. Abu Hammour A, Hammour K, Alhamad H, Nassar R, El-Dahiyat F, Sawaqed M, Allan A, Manaseer Q, Abu Hammour M, Halboup A, Farha R. Exploring Jordanian medical students’ perceptions and concerns about ChatGPT in medical education: a cross-sectional study. Journal of Pharmaceutical Policy and Practice 2024;17(1) View
  807. Wang J, Redelmeier D. Cognitive Biases and Artificial Intelligence. NEJM AI 2024;1(12) View
  808. Madrid J, Diehl P, Selig M, Rolauffs B, Hans F, Busch H, Scheef T, Benning L. Performance of plug-in augmented ChatGPT and its Ability to Quantify Uncertainty: A Simulation Study on the German Medical Board Examination (Preprint). JMIR Medical Education 2024 View
  809. Sparks A, Kincaid H, Shivraj P, Young A. Understanding the performance of 2 large language models in Obstetrics and Gynecology Maintenance of Certification. American Journal of Obstetrics and Gynecology 2024 View
  810. Kardes G, Tuna Oran N. Perspectives on the use of ChatGPT in academic publications. Science and Public Policy 2024 View
  811. Salvador R, Vas D, Oleaga L, Matute-González M, Castillo-Fortuño À, Setoain X, Nicolau C. Comparación del rendimiento entre ChatGPT y estudiantes de Medicina en un examen real práctico con imágenes de Radiología y Medicina Física. Radiología 2024 View
  812. Cooperman S, Brandão R. Integrating domain-specific resources: Advancing AI for foot and ankle surgery. Foot & Ankle Surgery: Techniques, Reports & Cases 2025;5(1):100445 View
  813. Lee J, Park S, Shin J, Cho B. Analyzing evaluation methods for large language models in the medical field: a scoping review. BMC Medical Informatics and Decision Making 2024;24(1) View
  814. Tang H, Wang J, Liu Q, Bao J, Zeng W. Exploring the use of ChatGPT-4o in enhancing career development counseling for medical students: a study protocol. BMJ Open 2024;14(11):e083697 View
  815. Mahmoud R, Shuster A, Kleinman S, Arbel S, Ianculovici C, Peleg O. Evaluating Artificial Intelligence Chatbots in Oral and Maxillofacial Surgery Board Exams: Performance and Potential. Journal of Oral and Maxillofacial Surgery 2024 View
  816. Armitage R. Implications of Large Language Models for Clinical Practice: Ethical Analysis Through the Principlism Framework. Journal of Evaluation in Clinical Practice 2025;31(1) View
  817. Ispas F, Belciug S, Nagy R, Iliescu D. Can Generative AI be used to improve doctor/patient relationship?. Procedia Computer Science 2024;246:208 View
  818. Canillas del Rey F, Canillas Arias M. [Translated article] Exploring the potential of artificial intelligence in traumatology: Conversational answers to specific questions. Revista Española de Cirugía Ortopédica y Traumatología 2024 View
  819. Picton B, Andalib S, Spina A, Camp B, Solomon S, Liang J, Chen P, Chen J, Hsu F, Oh M. Assessing AI Simplification of Medical Texts: Readability and Content Fidelity. International Journal of Medical Informatics 2025;195:105743 View
  820. Bosco C, Otenen E, Osorio Torres J, Nguyen V, Chheda D, Peng X, Jessup N, Himes A, Cureton B, Lu Y, Hill C, Hendrie H, Barnes P, Shih P. Designing a multimodal and culturally relevant ADRD generative AI tool for Black American informal caregivers: A cognitive walk-through usability study. (Preprint). JMIR Aging 2024 View
  821. Hasan W, Zaman K, Wang X, Li J, Xie B, Tao C. Empowering Alzheimer’s caregivers with conversational AI: a novel approach for enhanced communication and personalized support. npj Biomedical Innovations 2024;1(1) View
  822. Jongbloed W, Grover N. The utility of Chat Generative Pre-trained Transformer as a patient resource in paediatric otolaryngology. The Journal of Laryngology & Otology 2024:1 View
  823. Jin H, Kim E. Performance of GPT-3.5 and GPT-4 on the Korean Pharmacist Licensing Examination: Comparison Study. JMIR Medical Education 2024;10:e57451 View
  824. Almashaqbeh H. Unleashing ChatGPT: Revolutionizing Business Strategies in Saudi Arabia’s Financial Landscape. Management (Montevideo) 2025;3:143 View
  825. Castañeda R, Martínez-Gómez-Aldaraví A, Mercadé L, Gómez V, Mengual T, Díaz-Fernández F, Sinusia Lozano M, Navarro Arenas J, Barreda Á, Gómez M, Pinilla-Cienfuegos E, Ortiz de Zárate D. Use of ChatGPT as a Virtual Mentor on K-12 Students Learning Science in the Fourth Industrial Revolution. Knowledge 2024;4(4):582 View
  826. Abhari S, Afshari Y, Fatehi F, Salmani H, Garavand A, Chumachenko D, Zakerabasali S, Morita P. Exploring ChatGPT in clinical inquiry: a scoping review of characteristics, applications, challenges, and evaluation. Annals of Medicine & Surgery 2024;86(12):7094 View
  827. Kayacan Erdoğan E, Babaoğlu H. Clinical Reasoning and Knowledge Assessment of Rheumatology Residents Compared to AI Models: A Pilot Study. Journal of Clinical Medicine 2024;13(23):7405 View
  828. Ogundiya O, Rahman T, Valnarov-Boulter I, Young T. 25 Years of Digital Health Education - Looking Back and Looking Forward: A Narrative Review (Preprint). Journal of Medical Internet Research 2024 View
  829. Kaewboonlert N, Poontananggul J, Pongsuwan N, Bhakdisongkhram G. Factors Associated with Accuracy of Large Language Models Artificial Intelligence in Basic Medical Science Examinations: A Cross-Sectional Study (Preprint). JMIR Medical Education 2024 View
  830. Shen B, Zong H, Wu R, Cha J, Wang J, Wu E, Li J, Zhou Y, Zhang C, Feng W. Large Language Models in Worldwide Medical Exams: Platform Development and Comprehensive Analysis (Preprint). Journal of Medical Internet Research 2024 View
  831. Wong J, Kriegler C, Shrivastava A, Duimering A, Le C. Utility of Chatbot Literature Search in Radiation Oncology. Journal of Cancer Education 2024 View
  832. Suh P, Shim W, Suh C, Heo H, Park K, Kim P, Choi S, Ahn Y, Park S, Park H, Oh N, Han M, Cho S, Woo C, Park H, Nishino M, Wolfe S. Comparing Large Language Model and Human Reader Accuracy with New England Journal of Medicine Image Challenge Case Image Inputs. Radiology 2024;313(3) View
  833. Drummond D, Adejumo I, Hansen K, Poberezhets V, Slabaugh G, Hui C. Artificial intelligence in respiratory care: perspectives on critical opportunities and challenges. Breathe 2024;20(3):230189 View
  834. Watane A, Perzia B, Weiss M, Tooley A, Li E, Habib L, Tenzel P, Maeng M. ChatGPT and frequently asked patient questions for upper eyelid blepharoplasty surgery. Orbit 2024:1 View

Books/Policy Documents

  1. Lin S, Chung H, Chung F, Lan Y. Innovative Technologies and Learning. View
  2. Guan C, Ding D, Gupta P, Hung Y, Jiang Z. Exploring Cyber Criminals and Data Privacy Measures. View
  3. Maney K. Creative AI Tools and Ethical Implications in Teaching and Learning. View
  4. Twinomurinzi H, Gumbo S. South African Institute of Computer Scientists and Information Technologists. View
  5. Wang T. Smart Learning for A Sustainable Society. View
  6. Li L. Machine Learning and Data Mining Annual Volume 2023. View
  7. . Artificial Intelligence Applications Using ChatGPT in Education. View
  8. . Artificial Intelligence Applications Using ChatGPT in Education. View
  9. . Artificial Intelligence Applications Using ChatGPT in Education. View
  10. Yin M, Han B, Ryu S, Hua M. HCI International 2023 – Late Breaking Papers. View
  11. Le-Nguyen H, Tran T. Generative AI in Teaching and Learning. View
  12. P. Stawicki S, J. Papadimos T, Salibi M, Pappada S. Artificial Intelligence in Medicine and Surgery - An Exploration of Current Trends, Potential Opportunities, and Evolving Threats - Volume 1. View
  13. Damaševičius R, Zailskaitė-Jakštė L. Leveraging ChatGPT and Artificial Intelligence for Effective Customer Engagement. View
  14. Fuhrmann T, Niemetz M. Towards a Hybrid, Flexible and Socially Engaged Higher Education. View
  15. Le-Nguyen H, Tran T. The Role of Generative AI in the Communication Classroom. View
  16. Matheis P, John J. Academic Integrity in the Age of Artificial Intelligence. View
  17. Zhong J, Shu H, Han X. Multimedia Technology and Enhanced Learning. View
  18. Stefan R, Carutasu G, Mocan M. The 17th International Conference Interdisciplinarity in Engineering. View
  19. Barua R, Datta S. Applications, Challenges, and the Future of ChatGPT. View
  20. Anzum F, Asha A, Dey L, Gavrilov A, Iffath F, Ohi A, Pond L, Shopon M, Gavrilova M. Global Perspectives on the Applications of Computer Vision in Cybersecurity. View
  21. Kiran G, Ramachandran K, Tilak G, Bharathi T, Muhammad K, Loganayagi S. Proceedings of Third International Conference in Mechanical and Energy Technology. View
  22. Cai Y, Cao D, Guo R, Wen Y, Liu G, Chen E. Advanced Intelligent Computing Technology and Applications. View
  23. Sreerakuvandana S, Pappachan P, Arya V. Challenges in Large Language Model Development and AI Ethics. View
  24. Cope B, Kalantzis M. Trust and Inclusion in AI-Mediated Education. View
  25. Ngoc Tran Q, Ngoc T, Pham T, Felipe A, Huynh T, Tran Q. 17th WCEAM Proceedings. View