Published on in Vol 24, No 11 (2022): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/39748, first published .
The Impact of Artificial Intelligence on Health Equity in Oncology: Scoping Review

The Impact of Artificial Intelligence on Health Equity in Oncology: Scoping Review

The Impact of Artificial Intelligence on Health Equity in Oncology: Scoping Review

Journals

  1. Davis M, Lim N, Jordan J, Yee J, Gichoya J, Lee R. Imaging Artificial Intelligence: A Framework for Radiologists to Address Health Equity, From the AJR Special Series on DEI. American Journal of Roentgenology 2023;221(3):302 View
  2. Mali S, Dahivelkar S, Pradeep G. Artificial intelligence in head neck cancer full of potential BUT filled with landmines. Oral Oncology Reports 2023;6:100035 View
  3. Coss N, Gaitán J, Adans-Dester C, Carruthers J, Fanarjian M, Sassano C, Manuel S, Perakslis E. Does clinical research account for diversity in deploying digital health technologies?. npj Digital Medicine 2023;6(1) View
  4. Chen K, Kirchoff K, Butler L, Holloway A, Kapadia M, Kuzmiak C, Downs-Canner S, Spanheimer P, Gallagher K, Gomez S. Analysis of Specimen Mammography with Artificial Intelligence to Predict Margin Status. Annals of Surgical Oncology 2023;30(12):7107 View
  5. Chen K, Goffredo P, Hu D, Joisa C, Guillem J, Gomez S, Kapadia M. Estimating Risk of Locoregional Failure and Overall Survival in Anal Cancer Following Chemoradiation: A Machine Learning Approach. Journal of Gastrointestinal Surgery 2023;27(9):1925 View
  6. Dee E, Ho F, Yee K, Lin V. Survivorship Care for People With Cancer in the Indo-Pacific: The Imperative to Harness Political Determinants, International Exchange, and Technological Innovation. JCO Global Oncology 2023;(9) View
  7. Jeyaraman M, Balaji S, Jeyaraman N, Yadav S. Unraveling the Ethical Enigma: Artificial Intelligence in Healthcare. Cureus 2023 View
  8. S. Alshuhri M, Al-Musawi S, Al-Alwany A, Uinarni H, Rasulova I, Rodrigues P, Alkhafaji A, Alshanberi A, Alawadi A, Abbas A. Artificial intelligence in cancer diagnosis: Opportunities and challenges. Pathology - Research and Practice 2024;253:154996 View
  9. Umer F, Adnan S, Lal A. Research and application of artificial intelligence in dentistry from lower-middle income countries – a scoping review. BMC Oral Health 2024;24(1) View
  10. Kolla L, Parikh R. Uses and limitations of artificial intelligence for oncology. Cancer 2024;130(12):2101 View
  11. Huyghebaert T, Wallner C, Montemurro P. Implementation of a Machine Learning Approach Evaluating Risk Factors for Complications after Single-Stage Augmentation Mastopexy. Aesthetic Plastic Surgery 2024;48(23):5049 View
  12. Stokes K, Piaggio D, De Micco F, Zarro M, De Benedictis A, Tambone V, Moon M, Maccaro A, Pecchia L. The Use of Contact Tracing Technologies for Infection Prevention and Control Purposes in Nosocomial Settings: A Systematic Literature Review. Infectious Disease Reports 2024;16(3):519 View
  13. Gwillim E, Azzawi S, Aigen A. Underserved populations and health equity in dermatology: Digital medicine and the role of artificial intelligence. Clinics in Dermatology 2024;42(5):498 View
  14. Awuah W, Aderinto N, Poornaselvan J, Tan J, Shah M, Ashinze P, Pujari A, Bharadwaj H, Abdul‐Rahman T, Atallah O. Empowering health care consumers & understanding patients' perspectives on AI integration in oncology and surgery: A perspective. Health Science Reports 2024;7(7) View
  15. Moncion A, Bryant A, Cardenas C, Dess K, Ditman M, Mayo C, Mierzwa M, Paradis K, Stanley D, Covington E. Quantifying the Risk of Technology-Driven Health Disparities in Radiation Oncology. Practical Radiation Oncology 2024;14(6):e522 View
  16. De Micco F, Tambone V, Frati P, Cingolani M, Scendoni R. Disability 4.0: bioethical considerations on the use of embodied artificial intelligence. Frontiers in Medicine 2024;11 View
  17. Fehrmann R, van Kruchten M, de Vries E. How to critically appraise and direct the trajectory of AI development and application in oncology. ESMO Real World Data and Digital Oncology 2024;5:100066 View
  18. Pham T, Teh M, Chatzopoulou D, Holmes S, Coulthard P. Artificial Intelligence in Head and Neck Cancer: Innovations, Applications, and Future Directions. Current Oncology 2024;31(9):5255 View
  19. Manoel P, Dike I, Anis H, Yassin N, Wojtara M, Uwishema O. Cardiovascular Imaging in the Era of Precision Medicine: Insights from Advanced Technologies – A Narrative Review. Health Science Reports 2024;7(11) View
  20. Singh Y, Patel H, Vera-Garcia D, Hathaway Q, Sarkar D, Quaia E. Beyond the hype: Navigating bias in AI-driven cancer detection. Oncotarget 2024;15(1):764 View
  21. Bukke S, Komarla Kumarachari R, Komarla Rajasekhar E, Dudekula J, Kamati M. Computational intelligence techniques for achieving sustainable development goals in female cancer care. Discover Sustainability 2024;5(1) View
  22. Arslantaş S. Artificial intelligence and big data from digital health applications: publication trends and analysis. Journal of Health Organization and Management 2024 View
  23. Tambi R, Zehra B, Vijayakumar A, Satsangi D, Uddin M, Berdiev B. Artificial intelligence and omics in malignant gliomas. Physiological Genomics 2024;56(12):876 View
  24. Wu B, Zhu Z. Multiple approaches to advance health equity in nursing science: Recruitment, data, and dissemination. Nursing Outlook 2025;73(1):102343 View
  25. Li F, Wang S, Gao Z, Qing M, Pan S, Liu Y, Hu C. Harnessing artificial intelligence in sepsis care: advances in early detection, personalized treatment, and real-time monitoring. Frontiers in Medicine 2025;11 View
  26. Hilbers D, Nekain N, Bates A, Nunez J, De Silva D. Patients’ attitudes toward artificial intelligence (AI) in cancer care: A scoping review protocol. PLOS ONE 2025;20(1):e0317276 View
  27. Marko J, Neagu C, Anand P. Examining inclusivity: the use of AI and diverse populations in health and social care: a systematic review. BMC Medical Informatics and Decision Making 2025;25(1) View
  28. Liu Y, Cao X, Chen T, Jiang Y, You J, Wu M, Wang X, Feng M, Jin Y, Chen J. From screens to scenes: A survey of embodied AI in healthcare. Information Fusion 2025;119:103033 View
  29. Ramoni D, Scuricini A, Carbone F, Liberale L, Montecucco F. Artificial intelligence in gastroenterology: Ethical and diagnostic challenges in clinical practice. World Journal of Gastroenterology 2025;31(10) View
  30. Huhulea E, Huang L, Eng S, Sumawi B, Huang A, Aifuwa E, Hirani R, Tiwari R, Etienne M. Artificial Intelligence Advancements in Oncology: A Review of Current Trends and Future Directions. Biomedicines 2025;13(4):951 View
  31. Ratti E, Morrison M, Jakab I. Ethical and social considerations of applying artificial intelligence in healthcare—a two-pronged scoping review. BMC Medical Ethics 2025;26(1) View
  32. Froicu E, Creangă-Murariu I, Afrăsânie V, Gafton B, Alexa-Stratulat T, Miron L, Pușcașu D, Poroch V, Bacoanu G, Radu I, Marinca M. Artificial Intelligence and Decision-Making in Oncology: A Review of Ethical, Legal, and Informed Consent Challenges. Current Oncology Reports 2025;27(8):1002 View
  33. Dasig, Jr. D. A Fuzzy Set-Based Context-Aware Decision Framework for Histopathological Image Classification in Tumor Microarrays. SSRN Electronic Journal 2025 View
  34. Singh S, Raucci A, Glovi A, Iula G, Mutti L, De Laurentiis M, Giordano A, Cinti S. Socioeconomic impact of artificial intelligence–driven point-of-care testing devices for liquid biopsy in the OncoCheck system. Cancer and Metastasis Reviews 2025;44(3) View
  35. Zamora T, Salas P, Zuñiga S, Botello E, Andia M. Generative artificial intelligence, large language models and ChatGPT in musculoskeletal Oncology: Current applications and future potential. Journal of Clinical Orthopaedics and Trauma 2025;69:103161 View
  36. . Integrating Artificial Intelligence Into Cancer Care: Enhancing Nursing Practice and Bridging Disparities. Clinical Journal of Oncology Nursing 2025 View
  37. Chierici A, Lareyre F, Iannelli A, Salucki B, Goffart S, Guzzi L, Poggi E, Delingette H, Raffort J. Applications of artificial intelligence in liver cancer: A scoping review. Artificial Intelligence in Medicine 2025;169:103244 View
  38. Hilbers D, Nekain N, Bates A, Nunez J. Patient Attitudes Toward Artificial Intelligence in Cancer Care: Scoping Review. JMIR Cancer 2025;11:e74010 View
  39. Murad L, Bouhadana D, Hamouda A, Arezki A, Layne E, Ganjavi C, Cacciamani G, Glaser A, Helfand B, Zorn K. Artificial Intelligence in Benign Prostatic Hyperplasia. Urologic Clinics of North America 2025;52(4):509 View
  40. Srivastav A, Singh A, Singh S, Rivers B, Lillard J, Singh R. Revolutionizing Oncology Through AI: Addressing Cancer Disparities by Improving Screening, Treatment, and Survival Outcomes via Integration of Social Determinants of Health. Cancers 2025;17(17):2866 View
  41. Hagen J, Hornung L, Barham W, Mukhopadhyay S, Bess A, Contrera K, Basu D, Sandulache V, Spielmann G, Kansara S. Artificial Intelligence in Head and Neck Cancer: Towards Precision Medicine. Cancers 2025;17(18):3023 View
  42. Chen X, Yang Y, Yun D, Wang R, Lin Y, Luo M, Zhang W, Yu-Wai-Man P, Burton M, Liang L, Lin H. Current status and solutions for AI ethics in ophthalmology: a bibliometric analysis. npj Digital Medicine 2025;8(1) View
  43. Galani A, Zikopoulos A, Moustakli E, Potiris A, Paraskevaidi M, Arkoulis I, Machairoudias P, Stavrakaki S, Kyrgiou M, Stavros S. Cervical Cancer Screening in the HPV-Vaccinated and Digital Era: Reassessing Strategies in Light of Artificial Intelligence and Evolving Risk. Cancers 2025;17(19):3179 View
  44. Pilehvari A, Hu X, Anderson R. The Expanding Role of Health Services Research in Cancer Prevention and Control. Health Services Research 2025 View
  45. Ramsay A, Sherlaw-Johnson C, Herbert K, Bagri S, Bodea M, Crellin N, Elphinstone H, Halliday A, Hemmings N, Lawrence R, Lobont C, Ng P, Lloyd J, Massou E, Mehta R, Morris S, Shand J, Walton H, Fulop N. Implementation, Experiences, Impact, and Costs of Artificial Intelligence in Chest Diagnostics: Protocol for a Mixed Methods Evaluation. JMIR Research Protocols 2025;14:e81421 View

Books/Policy Documents

  1. Durrah O, Aldhmour F, El-Maghraby L, Chakir A. Engineering Applications of Artificial Intelligence. View
  2. Azoury N, Hajj C. The Evolution of Artificial Intelligence in Higher Education. View
  3. Çela E, Fonkam M, Vedishchev A, Vajjhala N. Artificial Intelligence in Healthcare Information Systems—Security and Privacy Challenges. View
  4. Kotronoulas G, Marshall-Mckenna R, Wang T, Papadopoulou C. Critical Perspectives on Technological Innovations in Healthcare. View
  5. Demetriou D, Maimela C, Neric D, Vidal L, Nachane P, Saini K, Dlamini Z. Advancing Brain Cancer Care. View