Magrabi, Farah

Conversational agents in healthcare: a systematic review

Laranjo, L., Dunn, A. G., Tong, H. L., Kocaballi, A. B., Chen, J., Bashir, R., Surian, D., Gallego, B., Magrabi, F., Lau, A. Y. S., et al. (2018) · Journal of the American Medical Informatics Association

Artificial Intelligence in Healthcare and EducationSpeech and dialogue systems

Cited by 1,388

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Vasey, B., Nagendran, M., Campbell, B., Clifton, D. A., Collins, G. S., Denaxas, S., Denniston, A. K., Faes, L., Geerts, B., Ibrahim, M., et al. (2022) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 1,039

Artificial Intelligence in Clinical Decision Support: Challenges for Evaluating AI and Practical Implications: A Position Paper from the IMIA Technology Assessment & Quality Development in Health Informatics Working Group and the EFMI Working Group for Assessment of Health Information Systems

Magrabi, F., Ammenwerth, E., McNair, J. B., De Keizer, N. F., Hyppönen, H., Nykänen, P., Rigby, M., Scott, P. J., Vehko, T., Wong, Z. S.-Y., et al. (2019) · Yearbook of Medical Informatics

Artificial Intelligence in Healthcare and EducationElectronic Health Records Systems

Cited by 347

Problems with health information technology and their effects on care delivery and patient outcomes: a systematic review

Kim, M. O., Coiera, E., & Magrabi, F. (2017) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsPatient Safety and Medication Errors

Cited by 263

Using FDA reports to inform a classification for health information technology safety problems

Magrabi, F., Ong, M.-S., Runciman, W., & Coiera, E. (2012) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsPatient Safety and Medication Errors

Cited by 193

The impact of clinical leadership on health information technology adoption: systematic review

Ingebrigtsen, T., Georgiou, A., Clay-Williams, R., Magrabi, F., Hordern, A., Prgomet, M., Li, J., Westbrook, J., & Braithwaite, J. (2014) · International Journal of Medical Informatics

Electronic Health Records SystemsInformation Technology Governance and Strategy

Cited by 165

An analysis of computer-related patient safety incidents to inform the development of a classification

Magrabi, F., Ong, M.-S., Runciman, W., & Coiera, E. (2010) · Journal of the American Medical Informatics Association

Patient Safety and Medication ErrorsElectronic Health Records Systems

Cited by 162

Automation bias in electronic prescribing

Lyell, D., Magrabi, F., Raban, M. Z., Pont, L. G., Baysari, M. T., Day, R. O., & Coiera, E. (2017) · BMC Medical Informatics and Decision Making

Electronic Health Records SystemsPatient Safety and Medication Errors

Cited by 103

Clinical safety of England's national programme for IT: A retrospective analysis of all reported safety events 2005 to 2011

Magrabi, F., Baker, M., Sinha, I., Ong, M.-S., Harrison, S., Kidd, M. R., Runciman, W. B., & Coiera, E. (2015) · International Journal of Medical Informatics

Patient Safety and Medication ErrorsElectronic Health Records Systems

Cited by 100

How machine learning is embedded to support clinician decision making: an analysis of FDA-approved medical devices

Lyell, D., Coiera, E., Chen, J., Shah, P., & Magrabi, F. (2021) · BMJ Health & Care Informatics

Artificial Intelligence in Healthcare and EducationTechnology and Human Factors in Education and Health

Cited by 95

Responses of Conversational Agents to Health and Lifestyle Prompts: Investigation of Appropriateness and Presentation Structures

Kocaballi, A. B., Quiroz, J. C., Rezazadegan, D., Berkovsky, S., Magrabi, F., Coiera, E., & Laranjo, L. (2020) · Journal of Medical Internet Research

Artificial Intelligence in Healthcare and EducationMobile Health and mHealth Applications

Cited by 73

The effect of cognitive load and task complexity on automation bias in electronic prescribing

Lyell, D., Magrabi, F., & Coiera, E. (2018) · Human Factors: The Journal of the Human Factors and Ergonomics Society

Human-Automation Interaction and SafetyElectronic Health Records Systems

Cited by 67

Achieving large-scale clinician adoption of AI-enabled decision support

Scott, I. A., van der Vegt, A., Lane, P., McPhail, S., & Magrabi, F. (2024) · BMJ Health & Care Informatics

Artificial Intelligence in Healthcare and EducationElectronic Health Records Systems

Cited by 65

Efficiency and safety of speech recognition for documentation in the electronic health record

Hodgson, T., Magrabi, F., & Coiera, E. (2017) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsNursing Diagnosis and Documentation

Cited by 63

Are we measuring the right end-points? Variables that affect the impact of computerised decision support on patient outcomes: a systematic review

Sintchenko, V., Magrabi, F., & Tipper, S. (2007) · Medical Informatics and the Internet in Medicine

Electronic Health Records SystemsTechnology and Human Factors in Education and Health

Cited by 47

Clinician-informed XAI evaluation checklist with metrics (CLIX-M) for AI-powered clinical decision support systems

Brankovic, A., Cook, D., Rahman, J., Delaforce, A., Li, J., Magrabi, F., Cabitza, F., Coiera, E., & Bradford, D. (2025) · npj Digital Medicine

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 37

Syndromic surveillance for health information system failures: a feasibility study

Ong, M.-S., Magrabi, F., & Coiera, E. (2013) · Journal of the American Medical Informatics Association

Data-Driven Disease SurveillanceElectronic Health Records Systems

Cited by 22

Delay in reviewing test results prolongs hospital length of stay: a retrospective cohort study

Ong, M.-S., Magrabi, F., & Coiera, E. (2018) · BMC Health Services Research

Clinical Laboratory Practices and Quality ControlHealthcare cost, quality, practices

Cited by 22

Identifying Clusters and Themes from Incidents Related to Health Information Technology in Medical Imaging as a Basis for Improvements in Practice

Jabin, M. S. R., Magrabi, F., Hibbert, P., Schultz, T., & Runciman, W. (2019) · 2019 IEEE International Conference on Imaging Systems and Techniques (IST)

Electronic Health Records SystemsPatient Safety and Medication Errors

Cited by 20

Do patient safety incident investigations align with systems thinking? An analysis of contributing factors and recommendations

Bowditch, L., Molloy, C., King, B., Abedi, M., Jackson, S., Bierbaum, M., Yu, Y., Raggett, L., Salmon, P., Braithwaite, J., et al. (2026) · BMJ Quality & Safety

Patient Safety and Medication ErrorsHealthcare Quality and Management

Cited by 16

Evaluating the Impact of the Grading and Assessment of Predictive Tools Framework on Clinicians and Health Care Professionals’ Decisions in Selecting Clinical Predictive Tools: Randomized Controlled Trial

Khalifa, M., Magrabi, F., & Gallego Luxan, B. (2020) · Journal of Medical Internet Research

Clinical practice guidelines implementationHealth Sciences Research and Education

Cited by 6