Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/53008, first published .
Generative AI in Medical Practice: In-Depth Exploration of Privacy and Security Challenges

Generative AI in Medical Practice: In-Depth Exploration of Privacy and Security Challenges

Generative AI in Medical Practice: In-Depth Exploration of Privacy and Security Challenges

Authors of this article:

Yan Chen1 Author Orcid Image ;   Pouyan Esmaeilzadeh1 Author Orcid Image

Journals

  1. Guerra R. Enhancing risk management in hospitals: leveraging artificial intelligence for improved outcomes. Italian Journal of Medicine 2024;18(2) View
  2. Lee D. Ensuring Patient Safety in Pediatric Dental Care. THE JOURNAL OF THE KOREAN ACADEMY OF PEDTATRIC DENTISTRY 2024;51(2):109 View
  3. Khera R, Oikonomou E, Nadkarni G, Morley J, Wiens J, Butte A, Topol E. Transforming Cardiovascular Care With Artificial Intelligence: From Discovery to Practice. Journal of the American College of Cardiology 2024;84(1):97 View
  4. Abumalloh R, Nilashi M, Ooi K, Tan G, Chan H. Impact of generative artificial intelligence models on the performance of citizen data scientists in retail firms. Computers in Industry 2024;161:104128 View
  5. Schultz K, Hughes M, Akram W, Mongiu A. Artificial intelligence for the colorectal surgeon in 2024 – A narrative review of Prevalence, Policies, and (needed) Protections. Seminars in Colon and Rectal Surgery 2024;35(3):101037 View
  6. Saeidnia H, Hashemi Fotami S, Lund B, Ghiasi N. Ethical Considerations in Artificial Intelligence Interventions for Mental Health and Well-Being: Ensuring Responsible Implementation and Impact. Social Sciences 2024;13(7):381 View
  7. Singh S, Singh S, Kraus S, Sharma A, Dhir S. Characterizing generative artificial intelligence applications: Text-mining-enabled technology roadmapping. Journal of Innovation & Knowledge 2024;9(3):100531 View
  8. Sallam M, Al-Mahzoum K, Alshuaib O, Alhajri H, Alotaibi F, Alkhurainej D, Al-Balwah M, Barakat M, Egger J. Language discrepancies in the performance of generative artificial intelligence models: an examination of infectious disease queries in English and Arabic. BMC Infectious Diseases 2024;24(1) View
  9. Farah M, Ramadan Z, Nassereddine Y. When digital spaces matter: The influence of uniqueness and place attachment on self‐identity expression with brands using generative AI on the metaverse. Psychology & Marketing 2024;41(12):2965 View
  10. Zong H, Wu R, Cha J, Feng W, Wu E, Li J, Shao A, Tao L, Li Z, Tang B, Shen B. Advancing Chinese biomedical text mining with community challenges. Journal of Biomedical Informatics 2024;157:104716 View
  11. Freyer O, Wiest I, Kather J, Gilbert S. A future role for health applications of large language models depends on regulators enforcing safety standards. The Lancet Digital Health 2024;6(9):e662 View
  12. 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
  13. Lee J, Ahn E, Xu A, Yang Y, Chang Y, Cha H, Ammari T. Artificial intelligence in applied family research involving families with young children: A scoping review. Family Relations 2024 View
  14. Gasaymeh A, Beirat M, Abu Qbeita A. University Students’ Insights of Generative Artificial Intelligence (AI) Writing Tools. Education Sciences 2024;14(10):1062 View
  15. Reali G, Femminella M. Artificial Intelligence to Reshape the Healthcare Ecosystem. Future Internet 2024;16(9):343 View
  16. Lata K, Singh P, Saini S, Cenkeramaddi L. Deep Learning-Based Brain Tumor Detection in Privacy-Preserving Smart Health Care Systems. IEEE Access 2024;12:140722 View
  17. Isaac A, Akdogan A, Dalili D, Saber N, Drobny D, Guglielmi G, Modat M, Bazzocchi A. Artificial Intelligence Applications for Imaging Metabolic Bone Diseases. Seminars in Musculoskeletal Radiology 2024;28(05):610 View
  18. Currie G, Hewis J, Hawk E, Rohren E. Gender and Ethnicity Bias of Text-to-Image Generative Artificial Intelligence in Medical Imaging, Part 2: Analysis of DALL-E 3. Journal of Nuclear Medicine Technology 2024:jnmt.124.268359 View
  19. Adegbesan A, Akingbola A, Ojo O, Jessica O, Alao U, Shagaya U, Adewole O, Abdullahi O. Ethical Challenges in the Integration of Artificial Intelligence in Palliative Care. Journal of Medicine, Surgery, and Public Health 2024;4:100158 View
  20. Eriçok B, Karataş F, Yüce E. Öğretmen adaylarının yapay zekaya (YZ) ilişkin metafor algıları. Kocaeli Üniversitesi Eğitim Dergisi 2024;7(2):607 View
  21. Herzog C, Blank S. A systemic perspective on bridging the principles-to-practice gap in creating ethical artificial intelligence solutions  – a critique of dominant narratives and proposal for a collaborative way forward. Journal of Responsible Innovation 2024;11(1) View
  22. Stevens E, Elmaleh-Sachs A, Lofton H, Mann D. Lightening the Load: Generative AI to Mitigate the Burden of the New Era of Obesity Medical Therapy. JMIR Diabetes 2024;9:e58680 View
  23. 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 Alzheimer Disease and Related Dementia Generative Artificial Intelligence Tool for Black American Informal Caregivers: Cognitive Walk-Through Usability Study. JMIR Aging 2025;8:e60566 View
  24. Mohammed A, Mohammed M, Oleiwi J, Osman A, Adam T, Betar B, Gopinath S, Ihmedee F. Enhancing Antimicrobial Resistance Strategies: Leveraging Artificial Intelligence for Improved Outcomes. South African Journal of Chemical Engineering 2024 View
  25. Ak F, Kebiroglu M. Potential Benefits and Opportunities of AI-Enabled Software Programs for Opticians: A study in Türkiye. Journal of Physical Chemistry and Functional Materials 2024;7(2):129 View
  26. Lázaro C, Angulo C. Iterative Application of UMAP-Based Algorithms for Fully Synthetic Healthcare Tabular Data Generation. Algorithms 2024;17(12):591 View
  27. Gupta N, Khatri K, Malik Y, Lakhani A, Kanwal A, Aggarwal S, Dahuja A. Exploring prospects, hurdles, and road ahead for generative artificial intelligence in orthopedic education and training. BMC Medical Education 2024;24(1) View
  28. Abdelgadir Mohamed Y, Mohamed A, Khanan A, Bashir M, Adiel M, Elsadig M. Navigating the Ethical Terrain of AI-Generated Text Tools: A Review. IEEE Access 2024;12:197061 View
  29. Diro A, Kaisar S, Saini A, Fatima S, Hiep P, Erba F. Workplace security and privacy implications in the GenAI age: A survey. Journal of Information Security and Applications 2025;89:103960 View
  30. Mazhar T, khan S, Shahzad T, khan M, Saeed M, Awotunde J, Hamam H. Generative AI, IoT, and blockchain in healthcare: application, issues, and solutions. Discover Internet of Things 2025;5(1) View
  31. Miskeen E, Alfaifi J, Alhuian D, Alghamdi M, Alharthi M, Alshahrani N, Alosaimi G, Alshomrani R, Hajlaa A, Khair N, Almuawi A, Al-Jaber K, Elrasheed F, Elhassan K, Abbas M. Prospective Applications of Artificial Intelligence In Fetal Medicine: A Scoping Review of Recent Updates. International Journal of General Medicine 2025;Volume 18:237 View
  32. Aqeel M, Jaffar A, Faheem M, Ashraf M, Iqbal N, Yousaf S, Diab H. A Randomized Non‐overlapping Encryption Scheme for Enhanced Image Security in Internet of Things (IoT) Applications. Engineering Reports 2025;7(1) View
  33. Linardon J, Liu C, Messer M, McClure Z, Anderson C, Jarman H. Current Practices and Perspectives of Artificial Intelligence in the Clinical Management of Eating Disorders: Insights From Clinicians and Community Participants. International Journal of Eating Disorders 2025 View
  34. Lee D, Stvilia B, Gunaydin F, Pang Y. Developing a data quality assurance ontology for research data repositories. Journal of Documentation 2025;81(7):63 View
  35. Demuth S, De Sèze J, Edan G, Ziemssen T, Simon F, Gourraud P. Digital Representation of Patients as Medical Digital Twins: Data-Centric Viewpoint. JMIR Medical Informatics 2025;13:e53542 View
  36. Foote H, Hong C, Anwar M, Borentain M, Bugin K, Dreyer N, Fessel J, Goyal N, Hanger M, Hernandez A, Hornik C, Jackman J, Lindsay A, Matheny M, Ozer K, Seidel J, Stockbridge N, Embi P, Lindsell C. Embracing Generative Artificial Intelligence in Clinical Research and Beyond. JACC: Advances 2025;4(3):101593 View
  37. Carchiolo V, Malgeri M. Trends, Challenges, and Applications of Large Language Models in Healthcare: A Bibliometric and Scoping Review. Future Internet 2025;17(2):76 View
  38. Tseng M, Lin P, Lin Y, Lin W. Exploring the applications of artificial intelligence in various commercial dental professional software. Journal of Dental Sciences 2025 View
  39. Furey P. Generative artificial intelligence 2: goal-setting. Journal of Paramedic Practice 2025;17(2):1 View
  40. Liu Y, Du Y. The Effect of Generative AI Ethics on Users’ Continuous Usage Intentions: A PLS-SEM and fsQCA Approach. International Journal of Human–Computer Interaction 2025:1 View
  41. Nair S, Lushington G, Purushothaman M, Rubin B, Jupe E, Gattam S. Prediction of Lupus Classification Criteria via Generative AI Medical Record Profiling. BioTech 2025;14(1):15 View
  42. Irish A, Gazica M, Becerra V. A qualitative descriptive analysis on generative artificial intelligence: bridging the gap in pedagogy to prepare students for the workplace. Discover Education 2025;4(1) View
  43. Godwin R, Tung A, Berkowitz D, Melvin R. Transforming Physiology and Healthcare through Foundation Models. Physiology 2025;40(3):000 View
  44. Moulaei K, Akhlaghpour S, Fatehi F. Patient consent for the secondary use of health data in artificial intelligence (AI) models: A scoping review. International Journal of Medical Informatics 2025:105872 View
  45. Vaijainthymala Krishnamoorthy M. Data Obfuscation Through Latent Space Projection for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection. JMIRx Med 2025;6:e70100 View
  46. Arif M, Takefuji Y. Why AI image generators cannot afford to be blind to racial bias. AI & SOCIETY 2025 View
  47. Mehmood F, Mumtaz N, Mehmood A. Next-Generation Tools for Patient Care and Rehabilitation: A Review of Modern Innovations. Actuators 2025;14(3):133 View
  48. Qiu Y, Yao H, Ren P, Tian X, You M. Regulatory sandbox expansion: Exploring the leap from fintech to medical artificial intelligence. Intelligent Oncology 2025 View
  49. Mansoor M, Hamide A, Tran T. Conversational AI in Pediatric Mental Health: A Narrative Review. Children 2025;12(3):359 View

Books/Policy Documents

  1. Eswaran U, Eswaran V, Murali K, Eswaran V. Exploring the Advancements and Future Directions of Digital Twins in Healthcare 6.0. View
  2. Kaur J. Revolutionizing the Healthcare Sector with AI. View
  3. Joseph S, Ul-Ain Q, Nosheen S, Ahmad M, Fatima R. Revolutionizing the Healthcare Sector with AI. View
  4. David A, Sankar J, Ganeshkumar C, Kashif M. Generative AI and Implications for Ethics, Security, and Data Management. View
  5. Yogi M, Mundru Y, Devi A. Generative AI and Implications for Ethics, Security, and Data Management. View
  6. Mujawar N. Intersections of Law and Computational Intelligence in Health Governance. View
  7. Kumari R, Singh R. Examining the Metaverse in Healthcare. View
  8. A. Gould J, P. Stawicki S, Yimeng Lee R, Ng-Pellegrino A. Artificial Intelligence in Medicine and Surgery - An Exploration of Current Trends, Potential Opportunities, and Evolving Threats - Volume 2. View
  9. Sindiramutty S, V. Prabagaran K, Jhanjhi N, Murugesan R, Brohi S, Wei G. Utilizing Generative AI for Cyber Defense Strategies. View
  10. Khan A, Jhanjhi N, Alı G, Ray S, Wassan S. AI Techniques for Securing Medical and Business Practices. View
  11. Edam S. Impacts of Generative AI on the Future of Research and Education. View
  12. Afaq A, Chaudhary M, Gaur L. Generative Artificial Intelligence and Ethics. View
  13. Siddiqui H, Khan N, Miran S, Hakeem A, Khan M, Siraj M, Rehman A. Generative AI for Web Engineering Models. View
  14. Kavitha C, Sowmya K. Multifaceted Uses of Cutting-Edge Technologies and Social Concerns. View
  15. Khan N, Rehman A, Jabeen R, Siraj M, Ahmed I, Iftikhar A. Generative AI Techniques for Sustainability in Healthcare Security. View
  16. Vu T, Throne R. IRB, Human Research Protections, and Data Ethics for Researchers. View
  17. Nawaz F, Opriessnig E, Usman F, Agrohi J, Arshad Z, Kashyap R, Anwar S. Precision Health in the Digital Age. View
  18. Balakrishna S, Solanki V, Crespo R. Generative AI: Current Trends and Applications. View
  19. Sayari K. Teachers' Roles and Perspectives on AI Integration in Schools. View
  20. Ray P. Generative Artificial Intelligence for Biomedical and Smart Health Informatics. View
  21. Shafik W. Generative Artificial Intelligence (AI) Approaches for Industrial Applications. View
  22. Hleihel W, Najjar N. AI in the Middle East for Growth and Business. View
  23. Rajan C, Blankson H. Revolutionizing Healthcare 5.0: The Power of Generative AI. View
  24. Whig P, Dutta P, Yathiraju N, Bhattacharya P, Batra I. Revolutionizing Healthcare 5.0: The Power of Generative AI. View
  25. ZadZiabari A, Tabatabaei A. Application of Generative AI in Healthcare Systems. View
  26. Tavana P, ZareiNejad M. Application of Generative AI in Healthcare Systems. View
  27. Farhadi A, Taheri A. Application of Generative AI in Healthcare Systems. View