Published on in Vol 26 (2024)
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/56764, first published
.

Journals
- Kaiser K, Hughes A, Yang A, Turk A, Mohanty S, Gonzalez A, Patzer R, Bilimoria K, Ellis R. Accuracy and consistency of publicly available Large Language Models as clinical decision support tools for the management of colon cancer. Journal of Surgical Oncology 2024;130(5):1104 View
- Pavuluri S, Sangal R, Sather J, Taylor R. Balancing act: the complex role of artificial intelligence in addressing burnout and healthcare workforce dynamics. BMJ Health & Care Informatics 2024;31(1):e101120 View
- Park K, Lipsitz S, Dominici L, Lynce F, Minami C, Nakhlis F, Waks A, Warren L, Eidman N, Frazier J, Hernandez L, Leslie C, Rafte S, Stroud D, Weissman J, King T, Mittendorf E. Generative artificial intelligence as a source of breast cancer information for patients: Proceed with caution. Cancer 2025;131(1) View
- Mirzaei T, Amini L, Esmaeilzadeh P. Clinician voices on ethics of LLM integration in healthcare: a thematic analysis of ethical concerns and implications. BMC Medical Informatics and Decision Making 2024;24(1) View
- Seth I, Lim B, Phan R, Xie Y, Kenney P, Bukret W, Thomsen J, Cuomo R, Ross R, Ng S, Rozen W. Perforator Selection with Computed Tomography Angiography for Unilateral Breast Reconstruction: A Clinical Multicentre Analysis. Medicina 2024;60(9):1500 View
- Can E, Uller W, Vogt K, Doppler M, Busch F, Bayerl N, Ellmann S, Kader A, Elkilany A, Makowski M, Bressem K, Adams L. Large Language Models for Simplified Interventional Radiology Reports: A Comparative Analysis. Academic Radiology 2025;32(2):888 View
- Hassan E, El-Ashry A. Leading with AI in critical care nursing: challenges, opportunities, and the human factor. BMC Nursing 2024;23(1) View
- Andrew A, Tizzard E. Large language models for improving cancer diagnosis and management in primary health care settings. Journal of Medicine, Surgery, and Public Health 2024;4:100157 View
- Hartman V, Zhang X, Poddar R, McCarty M, Fortenko A, Sholle E, Sharma R, Campion T, Steel P. Developing and Evaluating Large Language Model–Generated Emergency Medicine Handoff Notes. JAMA Network Open 2024;7(12):e2448723 View
- Anbumani S, Ahunbay E. Toward the Clinically Effective Evaluation of Artificial Intelligence–Generated Responses. JCO Clinical Cancer Informatics 2024;(8) View
- Li D, Liu S, Wang B, Yu C, Zheng P, Li W. Trustworthy AI for human-centric smart manufacturing: A survey. Journal of Manufacturing Systems 2025;78:308 View
- Yu S, Lee S, Hwang H. The ethics of using artificial intelligence in medical research. Kosin Medical Journal 2024;39(4):229 View
- Passerini A, Gema A, Minervini P, Sayin B, Tentori K. Fostering effective hybrid human-LLM reasoning and decision making. Frontiers in Artificial Intelligence 2025;7 View
- Gupta G, Singh A, Manikandan S, Ehtesham A. Digital Diagnostics: The Potential of Large Language Models in Recognizing Symptoms of Common Illnesses. AI 2025;6(1):13 View
- Alba C, Xue B, Abraham J, Kannampallil T, Lu C. The foundational capabilities of large language models in predicting postoperative risks using clinical notes. npj Digital Medicine 2025;8(1) View
- Wu H, Li M, Zhang L. Comparing physician and large language model responses to influenza patient questions in the online health community. International Journal of Medical Informatics 2025;197:105836 View
- Lo Bianco G, Cascella M, Li S, Day M, Kapural L, Robinson C, Sinagra E. Reliability, Accuracy, and Comprehensibility of AI-Based Responses to Common Patient Questions Regarding Spinal Cord Stimulation. Journal of Clinical Medicine 2025;14(5):1453 View
- Kaiser K, Hughes A, Yang A, Mohanty S, Maatman T, Gonzalez A, Patzer R, Bilimoria K, Ellis R. Use of large language models as clinical decision support tools for management pancreatic adenocarcinoma using National Comprehensive Cancer Network guidelines. Surgery 2025;182:109267 View
- Lo Bianco G, Robinson C, D’Angelo F, Cascella M, Natoli S, Sinagra E, Mercadante S, Drago F. Effectiveness of Generative Artificial Intelligence-Driven Responses to Patient Concerns in Long-Term Opioid Therapy: Cross-Model Assessment. Biomedicines 2025;13(3):636 View
- Choudhury A, Shahsavar Y, Shamszare H. User Intent to Use DeepSeek for Health Care Purposes and Their Trust in the Large Language Model: Multinational Survey Study. JMIR Human Factors 2025;12:e72867 View
- de Oliveira A, Azevedo J, Ruback L, Moreira R, Teixeira S, Teles A. Effect of Explainable Artificial Intelligence on Trust of Mental Health Professionals in an AI-Based System for Suicide Prevention. IEEE Access 2025;13:60987 View
- Topaz M, Peltonen L, Michalowski M, Pruinelli L, Ronquillo C, Zhang Z, Babic A. The Overlooked Dark Side of Generative AI in Nursing: An International Think Tank's Perspective. Journal of Nursing Scholarship 2025;57(4):559 View
- Alanazi M, Soh B, Samra H, Li A. The Influence of Artificial Intelligence Tools on Learning Outcomes in Computer Programming: A Systematic Review and Meta-Analysis. Computers 2025;14(5):185 View
- Pituxcoosuvarn M, Tanimura M, Murakami Y, White J. Enhancing EFL Speaking Skills with AI-Powered Word Guessing: A Comparison of Human and AI Partners. Information 2025;16(6):427 View
- Moreira A, Lago P, Heldal R, Betz S, Brooks I, Capilla R, Coroamă V, Duboc L, Fernandes J, Leifler O, Nguyen N, Oyedeji S, Penzenstadler B, Peters A, Porras J, Venters C. A Roadmap for Integrating Sustainability into Software Engineering Education. ACM Transactions on Software Engineering and Methodology 2025;34(5):1 View
- Hoheisel A, Hanke R. Wie Digitalisierung und künstliche Intelligenz die Wissensvermittlung in der Medizin verändern. Zeitschrift für Pneumologie 2025;22(4):216 View
- Krauss D, Fuchs H, Schaaf S, Drossard S, Rösch R, Blank B, Bruns C, Rolle U, Schmitz-Rixen T, Kröplin J. Ist der Einsatz digitaler Technologien der Gamechanger für die chirurgische Weiterbildung der Zukunft? Eine deutschlandweite Analyse. Die Chirurgie 2025;96(9):755 View
- Zeng L, Li Q, Zuo Y, Zhang Y, Li Z. Perceptions and Attitudes of Chinese Oncologists Toward Endorsing AI-Driven Chatbots for Health Information Seeking Among Patients with Cancer: Phenomenological Qualitative Study. Journal of Medical Internet Research 2025;27:e71418 View
- Su H, Sun Y, Li R, Zhang A, Yang Y, Xiao F, Duan Z, Chen J, Hu Q, Yang T, Xu B, Zhang Q, Zhao J, Li Y, Li H. Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis. Journal of Medical Internet Research 2025;27:e72062 View
- Mzwri K, Turcsányi-Szabo M. Bridging LMS and generative AI: dynamic course content integration (DCCI) for enhancing student satisfaction and engagement via the ask ME assistant. Journal of Computers in Education 2025 View
- Jia Y, Pang L, Bi M, Yang X, Song J. Dependability of Large Language Models in Cardiovascular Medicine: A Scoping Review. Journal of Cardiothoracic and Vascular Anesthesia 2025;39(12):3534 View
- Ahmad N, Julaihi A, Rajalingam P. From Data to Diagnosis: Rethinking Clinical Decision Support With Explainable AI. Computer 2025;58(8):130 View
- Kostrov S, Potapov M, Akkuratov E. Personalizing communication with the patient: large language models. Patient-Oriented Medicine and Pharmacy 2025;3(2):68 View
- Luo P, Fan C, Li A, Jiang T, Jiang A, Qi C, Gan W, Zhu L, Mou W, Zeng D, Tang B, Xiao M, Chu G, Liang Z, Shen J, Liu Z, Wei T, Cheng Q, Lin A, Chen X. Performance analysis of large language models in multi-disease detection from chest computed tomography reports: a comparative study. International Journal of Surgery 2025;111(8):5071 View
- Dai Q, Li M, Shi S, Yang M, Wang Z, Liao J, Li Z, Liu Y, Deng J, Tao L. Structural equation modeling for influencing factors on behavioral intention to adopt medical AI among Chinese nurses: a nationwide cross-sectional study. BMC Nursing 2025;24(1) View
- Natali C, Marconi L, Dias Duran L, Cabitza F. AI-induced Deskilling in Medicine: A Mixed-Method Review and Research Agenda for Healthcare and Beyond. Artificial Intelligence Review 2025;58(11) View
- Artsi Y, Sorin V, Glicksberg B, Korfiatis P, Freeman R, Nadkarni G, Klang E. Challenges of Implementing LLMs in Clinical Practice: Perspectives. Journal of Clinical Medicine 2025;14(17):6169 View
- Li J, Li X, Steinberg J, Choube A, Yao B, Xu X, Wang D, Mynatt E, Mishra V. Vital Insight: Assisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-in-the-Loop LLM. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2025;9(3):1 View
- Restrepo D. Raging against the Machine: The Human Side of the Story. NEJM AI 2025;2(10) View
- Lo Bianco G, Cascella M, Natoli S, D’Angelo F, Sinagra E, Marchesini M, Piraccini E, Tinnirello A, Occhigrossi F, Gregoretti C, Robinson C. Assessing Artificial Intelligence-Powered Responses to Common Patient Questions on Radiofrequency Ablation and Cryoanalgesia for Chronic Pain. Journal of Clinical Medicine 2025;14(19):6814 View
- Izquierdo-Condoy J, Arias-Intriago M, Tello-De-la-Torre A, Busch F, Ortiz-Prado E. Generative Artificial Intelligence in Medical Education: Enhancing Critical Thinking or Undermining Cognitive Autonomy?. Journal of Medical Internet Research 2025;27:e76340 View
- โชติพิทยสุนนท์ ว. ความรอบรู้สุขภาพจิต : สมรรถนะแห่งอนาคตสู่การมีสุขภาพจิตดีอย่างยั่งยืน. วารสารสุขภาพจิตแห่งประเทศไทย 2025;33(3):257 View
- Lin C, Kuo C. Roles and potential of Large language models in healthcare: A comprehensive review. Biomedical Journal 2025;48(5):100868 View
- Fąferek J, Kononowicz A, Bogutska N, Da Silva Domingues V, Davydova N, Frankowska A, Iguacel I, Mayer A, Morin L, Pavlyukovich N, Popova I, Shchudrova T, Sudacka M, Szydlak R, Hege I. Applying ChatGPT to plan and create a realistic collection of virtual patients for clinical reasoning training. BMC Medical Education 2025;25(1) View
- Hosseini S. AI misuse and passiveness of students in medical education. Advances in Physiology Education 2025;49(4):1009 View
- Parameswaran V, Bernard J, Bernard A, Deo N, Tsung S, Lyytinen K, Sharp C, Rodriguez F, Maron D, Dash R. Evaluating Large Language Models and Retrieval-Augmented Generation Enhancement for Delivering Guideline-Adherent Nutrition Information for Cardiovascular Disease Prevention: Cross-Sectional Study. Journal of Medical Internet Research 2025;27:e78625 View
- Fan G, Liu D, Huang Y. Skim or Swim? Investigating AI-Generated Summaries, Trust, and Comprehension in Chinese Mobile Reading. International Journal of Human–Computer Interaction 2025:1 View
- Siah C, Lim J, Lyu M, Levett-Jones T, Mattar I. Authenticity and academic integrity in Generative Artificial Intelligence (GenAI) use among undergraduate nursing students. Journal of Professional Nursing 2026;62:45 View
- Anghel C, Anghel A, Pecheanu E, Craciun M, Cocu A, Niculita C. PEARL: A Rubric-Driven Multi-Metric Framework for LLM Evaluation. Information 2025;16(11):926 View
- Boczkowski D, Dolata T, Radej D, Sawina P, Suleiman R, Latkowska A, Kowalczyk A, Loson-Kawalec M, Jaworski W, Wielochowska A, Olender M, Latkowska A, Dadynska P, Majchrowicz W, Stachowicz A. Assessment of the Efficacy of the Google Gemini 2.5 Pro Model in Solving the Polish State Specialization Exam in Pediatric Surgery. Cureus 2025 View
- Sun Y, Chen Z, Cai H, Lu X. Learning from experts: A self-improving LLM framework for study population generation in clinical research. International Journal of Medical Informatics 2026;206:106171 View
- Li W, Li Q. A comparative study on the application of large language models: Deepseek-R1, GPT-4o, and Claude-Sonnet-4 in post-cardiac surgery rehabilitation—A cross-sectional study. DIGITAL HEALTH 2025;11 View
- Schönfelder A, Eberlein-Gonska M, Hülsken-Giesler M, Jovy-Klein F, Kather J, Kohoutek E, Lennefer T, Liebert E, Lipprandt M, Mathias R, Muti H, Obergassel J, Reibel T, Rösler U, Schneider M, Schlicht L, Schlieter H, Schmieding M, Schweingruber N, Sedlmayr M, Strametz R, Susec B, Wekenborg M, Weicken E, Weitz K, Diehl A, Gilbert S. Collaborative and cooperative hospital in-house medical device development and implementation in the AI age: the EURAID-framework compatible with European values (Preprint). Journal of Medical Internet Research 2025 View
- Tang T, Yang J, Wang C, Zou Y, Liu Y. Key enablers and barriers to ICU nurses’ professional identity: a qualitative study. Frontiers in Medicine 2025;12 View
- Nuccetelli F, Gabellone V, Marsano F, Giovanetti F, Dri P, Valetto M, Prato R. The use of artificial intelligence in healthcare as perceived by the citizens and patients: a narrative review of the literature. European Journal of Public Health 2025 View
- Hummel L, Lorenz-Artz K, Bierbooms J, Bongers I. Developing a Suicide Risk Prediction Algorithm Using EHR Data in Mental Health Care: Challenges and Considerations From a Real-World Case Study (Preprint). JMIR Medical Informatics 2025 View
- Zhou T, Fang X. Understanding user trust in AI-generated content: an elaboration likelihood model perspective. Online Information Review 2025:1 View
- Shelmerdine S, Naidoo J, Kelly B, Laborie L, Toso S, D’Antonoli T, Arthurs O, Blumer S, Ciet P, Damasio M, Doria A, Haque S, Ho M, Huisman T, Joshi A, Kapur J, Mankad K, Offiah A, Otero H, Pace E, Semple T, Sodhi K, Tschauner S, Ugas-Charcape C, Vamyanmane D, van Rijn R, Veiga-Canuto D, Wagner M, Zucker E, Sammer M. Artificial Intelligence Implementation in Pediatric Radiology for Patient Safety: A Multisociety Statement From the ACR, ESPR, SPR, SLARP, AOSPR, SPIN. Journal of the American College of Radiology 2025 View
- Shelmerdine S, Naidoo J, Kelly B, Laborie L, Toso S, Akinci D’Antonoli T, Arthurs O, Blumer S, Ciet P, Damasio M, Doria A, Haque S, Ho M, Huisman T, Joshi A, Kapur J, Mankad K, Offiah A, Otero H, Pace E, Semple T, Sodhi K, Tschauner S, Ugas-Charcape C, Vamyanmane D, van Rijn R, Veiga-Canuto D, Wagner M, Zucker E, Sammer M. AI implementation in pediatric radiology for patient safety: a multi-society statement from the ACR, ESPR, SPR, SLARP, AOSPR, SPIN. Pediatric Radiology 2025 View
- Tu X, Shi C, Qian P, Wang L. Ethical Imperatives for Retrieval-Augmented Generation in Clinical Nursing: A Viewpoint on Responsible AI Use (Preprint). JMIR Medical Informatics 2025 View
- Hough J, Culley N, Erganian C, Alahdab F. Potential risks of GenAI on medical education. BMJ Evidence-Based Medicine 2025;30(6):406 View
Books/Policy Documents
- Musunuri R, Bhatt A. Improving Healthcare Quality and Patient Engagement. View
- Lakshmaiah A, Korrapati C, Suresh C, Raghavan R. Spatially Variable Genes in Cancer. View
- Singh T, Mittal S, Tushir B, Kaur H, Agrawal C. Handbook of Concepts in Health, Health Behavior and Environmental Health. View
- Kather J. Künstliche Intelligenz in der Medizin. View
- Morley J, Floridi L. Ethics and Medical Technology. View
- Dobreva A. Optimization and Data Science in Industrial Engineering. View
Conference Proceedings
- Anaissi A, Braytee A, Akram J. 2024 IEEE International Conference on Data Mining Workshops (ICDMW). Fine-Tuning LLMs for Reliable Medical Question-Answering Services View
- Sugan M, Nadkarni S, Sanaeipoor S, Patel S, Natarajamoorthy S, Rashidi E, Miller A. Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. Exploring Caregivers' Acceptance of Conversational AI in Pediatric Cancer Caregiving: A Mixed-Methods Study View
- Pilato G, Persia F, D'Auria D. 2025 19th International Conference on Semantic Computing (ICSC). Issues and Perspectives on Integrating a Healthcare Monitoring Tool with an LLM Module View
- Yau L, Tan Yu Xian E, Yu Y, Ming Lim T. 2025 IEEE International Conference on Computation, Big-Data and Engineering (ICCBE). Retrieval Augmented Generation-based Large Language Model Chatbot View
