Published on in Vol 25 (2023)
This is a member publication of University College London (Jisc)
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/39742, first published
.

Journals
- Hogg H, Brittain K, Teare D, Talks J, Balaskas K, Keane P, Maniatopoulos G. Safety and efficacy of an artificial intelligence-enabled decision tool for treatment decisions in neovascular age-related macular degeneration and an exploration of clinical pathway integration and implementation: protocol for a multi-methods validation study. BMJ Open 2023;13(2):e069443 View
- Bignami E, Vittori A, Lanza R, Compagnone C, Cascella M, Bellini V. The Clinical Researcher Journey in the Artificial Intelligence Era: The PAC-MAN’s Challenge. Healthcare 2023;11(7):975 View
- Camaradou J, Hogg H. Commentary: Patient Perspectives on Artificial Intelligence; What have We Learned and How Should We Move Forward?. Advances in Therapy 2023;40(6):2563 View
- Gonzalez R, Saha A, Campbell C, Nejat P, Lokker C, Norgan A. Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities. Journal of Pathology Informatics 2024;15:100347 View
- Nov O, Singh N, Mann D. Putting ChatGPT’s Medical Advice to the (Turing) Test: Survey Study. JMIR Medical Education 2023;9:e46939 View
- Sezgin E. Artificial intelligence in healthcare: Complementing, not replacing, doctors and healthcare providers. DIGITAL HEALTH 2023;9 View
- Sallam M, Salim N, Barakat M, Al-Mahzoum K, Al-Tammemi A, Malaeb D, Hallit R, Hallit S. Assessing Health Students' Attitudes and Usage of ChatGPT in Jordan: Validation Study. JMIR Medical Education 2023;9:e48254 View
- Hogg H, Al-Zubaidy M, Keane P, Hughes G, Beyer F, Maniatopoulos G. Evaluating the translation of implementation science to clinical artificial intelligence: a bibliometric study of qualitative research. Frontiers in Health Services 2023;3 View
- Wang S, Hogg H, Sangvai D, Patel M, Weissler E, Kellogg K, Ratliff W, Balu S, Sendak M. Development and Integration of Machine Learning Algorithm to Identify Peripheral Arterial Disease: Multistakeholder Qualitative Study. JMIR Formative Research 2023;7:e43963 View
- Giddings R, Joseph A, Callender T, Janes S, van der Schaar M, Sheringham J, Navani N. Factors influencing clinician and patient interaction with machine learning-based risk prediction models: a systematic review. The Lancet Digital Health 2024;6(2):e131 View
- Gunathilaka N, Gooden T, Cooper J, Flanagan S, Marshall T, Haroon S, D’Elia A, Crowe F, Jackson T, Nirantharakumar K, Greenfield S. Perceptions on artificial intelligence-based decision-making for coexisting multiple long-term health conditions: protocol for a qualitative study with patients and healthcare professionals. BMJ Open 2024;14(2):e077156 View
- Sideris K, Weir C, Schmalfuss C, Hanson H, Pipke M, Tseng P, Lewis N, Sallam K, Bozkurt B, Hanff T, Schofield R, Larimer K, Kyriakopoulos C, Taleb I, Brinker L, Curry T, Knecht C, Butler J, Stehlik J. Artificial intelligence predictive analytics in heart failure: results of the pilot phase of a pragmatic randomized clinical trial. Journal of the American Medical Informatics Association 2024;31(4):919 View
- Macdonald T, Dinnes J, Maniatopoulos G, Taylor-Phillips S, Shinkins B, Hogg J, Dunbar J, Solebo A, Sutton H, Attwood J, Pogose M, Given-Wilson R, Greaves F, Macrae C, Pearson R, Bamford D, Tufail A, Liu X, Denniston A. Target Product Profile for a Machine Learning–Automated Retinal Imaging Analysis Software for Use in English Diabetic Eye Screening: Protocol for a Mixed Methods Study. JMIR Research Protocols 2024;13:e50568 View
- Canfell O, Woods L, Meshkat Y, Krivit J, Gunashanhar B, Slade C, Burton-Jones A, Sullivan C. The Impact of Digital Hospitals on Patient and Clinician Experience: Systematic Review and Qualitative Evidence Synthesis. Journal of Medical Internet Research 2024;26:e47715 View
- Frost E, Bosward R, Aquino Y, Braunack-Mayer A, Carter S. Facilitating public involvement in research about healthcare AI: A scoping review of empirical methods. International Journal of Medical Informatics 2024;186:105417 View
- Maleki Varnosfaderani S, Forouzanfar M. The Role of AI in Hospitals and Clinics: Transforming Healthcare in the 21st Century. Bioengineering 2024;11(4):337 View
- Khan S, Hoodbhoy Z, Raja M, Kim J, Hogg H, Manji A, Gulamali F, Hasan A, Shaikh A, Tajuddin S, Khan N, Patel M, Balu S, Samad Z, Sendak M, Ni Z. Frameworks for procurement, integration, monitoring, and evaluation of artificial intelligence tools in clinical settings: A systematic review. PLOS Digital Health 2024;3(5):e0000514 View
- Lee L, Salami R, Martin H, Shantharam L, Thomas K, Ashworth E, Allan E, Yung K, Pauling C, Leyden D, Arthurs O, Shelmerdine S. “How I would like AI used for my imaging”: children and young persons’ perspectives. European Radiology 2024;34(12):7751 View
- Abujaber A, Nashwan A. Ethical framework for artificial intelligence in healthcare research: A path to integrity. World Journal of Methodology 2024;14(3) View
- Benabed A, Bujor D, Manita Bulareanu A, Constantin Ene A. The Role of AI for Business and Companies’ Leadership and Internationalization in Globalization: A Background with Analysis. Proceedings of the International Conference on Business Excellence 2024;18(1):268 View
- Kumar A, Upadhyay U. Ethical Implications in AI-Based Health Care Decision Making: A Critical Analysis. AI in Precision Oncology 2024;1(5):246 View
- Ayorinde A, Mensah D, Walsh J, Ghosh I, Ibrahim S, Hogg J, Peek N, Griffiths F. Health Care Professionals’ Experience of Using AI: Systematic Review With Narrative Synthesis. Journal of Medical Internet Research 2024;26:e55766 View
- Carter S, Popic D, Marinovich M, Carolan L, Houssami N. Women's views on using artificial intelligence in breast cancer screening: A review and qualitative study to guide breast screening services. The Breast 2024;77:103783 View
- Shelmerdine S. Rethinking our relationship with AI: for better or worse, richer or poorer?. European Radiology 2024;35(2):1101 View
- Hogg H, Martindale A, Liu X, Denniston A. Clinical Evaluation of Artificial Intelligence-Enabled Interventions. Investigative Ophthalmology & Visual Science 2024;65(10):10 View
- Fernando M, Abell B, McPhail S, Tyack Z, Tariq A, Naicker S. Applying the Non-Adoption, Abandonment, Scale-up, Spread, and Sustainability Framework Across Implementation Stages to Identify Key Strategies to Facilitate Clinical Decision Support System Integration Within a Large Metropolitan Health Service: Interview and Focus Group Study. JMIR Medical Informatics 2024;12:e60402 View
- Shen G, Mullen D, DePuccio M, Kerrissey M. The Human–Technology Continuum. Quality Management in Health Care 2025;34(2):125 View
- Hoffman J, Hattingh L, Shinners L, Angus R, Richards B, Hughes I, Wenke R. Allied Health Professionals’ Perceptions of Artificial Intelligence in the Clinical Setting: Cross-Sectional Survey. JMIR Formative Research 2024;8:e57204 View
- Misra R, Keane P, Hogg H. How should we train clinicians for artificial intelligence in healthcare?. Future Healthcare Journal 2024;11(3):100162 View
- Togher D, Dean G, Moon J, Mayola R, Medina A, Repec J, Meheux M, Mather S, Storey M, Rickaby S, Abubacker M, Shelmerdine S. Evolution of radiology staff perspectives during artificial intelligence (AI) implementation for expedited lung cancer triage. Clinical Radiology 2025;81:106704 View
- Siddals S, Torous J, Coxon A. “It happened to be the perfect thing”: experiences of generative AI chatbots for mental health. npj Mental Health Research 2024;3(1) View
- Santamato V, Tricase C, Faccilongo N, Iacoviello M, Marengo A. Exploring the Impact of Artificial Intelligence on Healthcare Management: A Combined Systematic Review and Machine-Learning Approach. Applied Sciences 2024;14(22):10144 View
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- Preti L, Ardito V, Compagni A, Petracca F, Cappellaro G. Implementation of Machine Learning Applications in Health Care Organizations: Systematic Review of Empirical Studies. Journal of Medical Internet Research 2024;26:e55897 View
- Hogg H, Brittain K, Talks J, Keane P, Kumar R, Lunn J, Lunn T, Nicholls R, Quilley A, Sinnett C, Maniatopoulos G. Intervention design for artificial intelligence-enabled macular service implementation: a primary qualitative study. Implementation Science Communications 2024;5(1) View
- Auf H, Svedberg P, Nygren J, Nair M, Lundgren L. The Use of AI in Mental Health Services to Support Decision-Making: Scoping Review. Journal of Medical Internet Research 2025;27:e63548 View
- Swart R, Boersma L, Fijten R, van Elmpt W, Cremers P, Jacobs M. Implementation Strategy for Artificial Intelligence in Radiotherapy: Can Implementation Science Help?. JCO Clinical Cancer Informatics 2024;(8) View
- Schneider-Kamp A, Askegaard S. The limits of artificial intelligence: prospects and challenges in the clinical workplace. Current Opinion in Epidemiology and Public Health 2025;4(1):7 View
- Bienefeld N, Keller E, Grote G. AI Interventions to Alleviate Healthcare Shortages and Enhance Work Conditions in Critical Care: Qualitative Analysis. Journal of Medical Internet Research 2025;27:e50852 View
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- 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
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- Lawrence R, Dodsworth E, Massou E, Sherlaw-Johnson C, Ramsay A, Walton H, O'Regan T, Gleeson F, Crellin N, Herbert K, Ng P, Elphinstone H, Mehta R, Lloyd J, Halliday A, Morris S, Fulop N. Artificial intelligence for diagnostics in radiology practice: a rapid systematic scoping review. eClinicalMedicine 2025;83:103228 View
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- Hou J, Cheng X, Liao J, Zhang Z, Wang W. Ethical concerns of AI in healthcare: A systematic review of qualitative studies. Nursing Ethics 2025 View
- Gray M, Threats M. Navigating Barriers: Disability, Healthcare Information Seeking, and AI‐Enabled Chatbots. Proceedings of the Association for Information Science and Technology 2025;62(1):1454 View
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- van der Gun G, Meskers C, Andrinopoulou E, Grauwmeijer E, Hoogendam L, van Wegen E, Bos D, Cornelissen S, Hu E, van Hulst P, Li X, Lingsma H, te Nijenhuis F, Roozenbeek B, Ruijters D, Silkens M, Su R, Sülz S, van Walsum T, Kwakkel G, Selles R. Can machine learning improve on the early prediction of upper limb recovery after stroke?. Journal of NeuroEngineering and Rehabilitation 2025;22(1) View
- Toh H, Chan H, Ploug T, Holm S, Lysaght T. Attitudes Towards the Use of Artificial Intelligence in Healthcare: A Conjoint Analysis Survey in Singapore. Asian Bioethics Review 2025 View
- Hassoon A, Lin C, Woo H, Irimia R, Marsteller J, Li A, Banderia A, Leo H, Peng X, Rastall D, Dredze M. Guiding artificial intelligence in public health and medicine with epidemiology: A lifecycle framework for mitigating AI misalignment. Annals of Epidemiology 2025;112:119 View
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- Najjar R. A Comprehensive Overview of Telemedicine. View
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- Meshram M, Rangari A, Madhukar Nagrare S. 2025 3rd International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI). Integrating Artificial Intelligence and Context-Aware Modeling Protocols for Improved Patient-Centric Healthcare Systems View
