Projects per year
Personal profile
Biography
BE (Hons 1), PhD, FAIDH, FACMI, FIAHSI
Farah Magrabi is a Professor of AI and Patient Safety at the Australian Institute of Health Innovation, Macquarie University. She has a background in Electrical and Biomedical Engineering and is an expert in the design and evaluation of digital health and Artificial Intelligence (AI) technologies for clinicians and consumers.
Farah’s research seeks to investigate the clinical safety and effectiveness of digital health and AI technologies. She is internationally recognised as a leader in this area, and has made major contributions to documenting the patient safety risks of digital health by examining safety events in Australia, the USA and England. Her work has shaped policy and practice including a new specification by ISO, the International Organization for Standardization (ISO/TS 20405) for the surveillance and analysis of safety events.
In 2015, she received the Sax Institute’s Research Action Award for the international impact of her research on policy and practice to improve digital health safety. She was twice identified as the national research leader in the field of Medical Informatics in 2018 and 2020 by the Australian; and is the third most highly rated Patient Safety expert in Australia across the years 2010-2021 according to expertscape. Farah was elected to Fellow of the American College of Medical Informatics in 2020; and to Fellow of the International Academy of Health Sciences Informatics in 2021 which is one of the highest international honours in the field of biomedical and health informatics. She is an inaugural recipient of Telstra Health’s Brilliant Women in Digital Health award (2021).
Farah leads the AI Systems Safety research stream; is Co-chair of the Australian AI Alliance’s Working Group on safety, quality and ethics; Advisor to the Australian Digital Health Agency (2023-25); serves on the Therapeutic Goods Administration’s technical reference group for AI; is an Associate Editor of the Journal of the American Medical Informatics Association (2020-present); and is one of Australia's representatives on the OECD Global Partnership for AI (GPAI).
Research interests
Safety and effectiveness of digital health and artificial Intelligence (AI) technologies for clinicians and consumers.
Research engagement
NHMRC Centre for Research Excellence in Digital Health
NHMRC Centre for Research Excellence in Digital Technology to Transform Chronic Disease Outcomes
Australian Institute of Digital Health (AIDH)
American Medical Informatics Association (AMIA)
International Medical Informatics Association (IMIA)
Education/Academic qualification
Biomedical Engineering, PhD, The University of New South Wales
Electrical & Electronics Engineering, Bachelor, University of Auckland
External positions
Expert Advisory Group Diversity in Health and Medical Sciences Decadal Plan, Australian Academy of Health and Medical Sciences
Sept 2024 → …
Member, Technical Reference Group for SaMD and AI, Therapeutic Goods Administration
30 Jun 2024 → 1 Jul 2026
Advisor, Australian Digital Health Agency
2023 → …
Associate Editor, Journal of the American Medical Informatics Association
2020 → …
Member, ITU/WHO Focus Group on Artificial Intelligence for Health (FG-AI4H)
2020 → …
Co-chair, Working Group on Safety, Quality and Ethics, Australian Alliance for Artificial Intelligence in Healthcare (AAAiH)
2019 → …
Co-chair, Working Group on Technology Assessment and Quality Development, International Medical Informatics Association (IMIA)
2013 → 31 Dec 2022
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Collaborations and top research areas from the last five years
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DP25: 'No' to Black Box: Towards Transparent and Safe AI in Healthcare
Matulionyte, R. (Primary Chief Investigator), Magrabi, F. (Chief Investigator), Beheshti, A. (Chief Investigator), Lee, J.-A. (Partner Investigator) & Kim, D. (Partner Investigator)
1/06/25 → 31/05/28
Project: Research
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Evaluating AI generated care advice for consumers
Magrabi, F. (Primary Chief Investigator), Coiera, E. (Chief Investigator) & Fraile Navarro, D. (Chief Investigator)
22/05/25 → 22/05/26
Project: Research
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Improving the governance of AI in Australian health services
Magrabi, F. (Primary Chief Investigator), Coiera, E. (Chief Investigator), Freeman, S. (Chief Investigator), Sharif, S. (Partner Investigator) & Mirapuri, A. (Partner Investigator)
1/05/25 → 30/11/26
Project: Research
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AI advisories for health professionals
Magrabi, F. (Primary Chief Investigator), Coiera, E. (Chief Investigator), Carter, S. (Chief Investigator), Blakely, B. (Chief Investigator), Aquino, Y. S. J. (Chief Investigator), Fraile Navarro, D. (Chief Investigator) & Liu, S. (Chief Investigator)
24/02/25 → …
Project: Consultancy
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Evaluating AI-enabled clinical decision support (CDS) for a telephone helpline service and a consumer symptom checker
Magrabi, F. (Primary Chief Investigator), Coiera, E. (Chief Investigator), Lyell, D. (Associate Investigator) & Wang, A. (Research Assistant)
1/07/24 → 30/06/26
Project: Research
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AI-Assisted cardiovascular risk assessment by general practitioners in resource-constrained Indonesian settings using a conceptual prototype: randomized controlled study
Susanto, A. P., Lyell, D., Widyantoro, B., Juzar, D. A., Santoso, A., Berkovsky, S. & Magrabi, F., 25 Nov 2025, In: Journal of Medical Internet Research. 27, p. 1-17 17 p., e73131.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Applying LLMs for analysis of AI/ML medical device approvals
do Amaral, D. M., Wang, Y. & Magrabi, F., 7 Aug 2025, MEDINFO 2025: Healthcare Smart × Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics . Househ, M. S., Tariq, Z. U. A., Al-Zubaidi, M., Shah, U. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 1798-1799 2 p. (Studies in Health Technology and Informatics; vol. 329).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Open AccessFile4 Downloads (Pure) -
Assessing the transferability of BERT to patient safety: classifying multiple types of incident reports
Wang, Y. & Magrabi, F., 18 Aug 2025, In: BMJ Health and Care Informatics. 32, 1, p. 1-9 9 p., e101146.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
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., 14 Jun 2025, In: npj Digital Medicine. 8, 1, p. 1-6 6 p., 364.Research output: Contribution to journal › Article › peer-review
Open AccessFile20 Downloads (Pure) -
Detangling AI transparency in the medical regulation space
Aranovich, T., Matulionyte, R. & Magrabi, F., 1 Jul 2025, In: Journal of Law and Medicine. 32, 2, p. 382-397 16 p.Research output: Contribution to journal › Article › peer-review
Prizes
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Fellow of the Assuring Autonomy International Programme, University of York, United Kingdom
Magrabi, F. (Recipient), 2019
Prize: Honorary award
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International Medical Informatics Association “IMIA Working Group of the Year Award 2014”
Georgiou, A. (Recipient) & Magrabi, F. (Recipient), Sept 2015
Prize
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International Medical Informatics Association “IMIA Working Group of the Year Award 2015”
Georgiou, A. (Recipient) & Magrabi, F. (Recipient), 28 Aug 2016
Prize
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Leveraging GenAI safely and responsibly in health care
Magrabi, F. (Speaker)
5 Feb 2025Activity: Talk or presentation › Presentation
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Lessons from improving the governance of AI in Australian healthcare organisations
Magrabi, F. (Speaker)
9 Jul 2025Activity: Talk or presentation › Presentation
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Leveraging Artificial Intelligence and Digital Health to Achieve Equitable Healthcare in Resource-Limited Settings
Susanto, A. P. (Speaker), Magrabi, F. (Speaker), Paton, C. (Speaker), Kobayashi, S. (Speaker) & Su, E.C.-Y. (Speaker)
2025Activity: Talk or presentation › Presentation
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AI technologies in healthcare
Magrabi, F. (Speaker)
10 Jan 2025Activity: Talk or presentation › Invited talk
Press/Media
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Second opinion: Doctors split over letting AI diagnose patients
4/06/23
1 item of Media coverage
Press/Media: Research
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A new breed of AI is changing healthcare. But it comes with a warning.
29/04/23
1 item of Media coverage
Press/Media: Research