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Computer Science

D-Index
39
Citations
6240
World Ranking
9785
National Ranking
300

Overview

Farah Magrabi is affiliated with Macquarie University in Australia. Their research primarily spans the fields of Medicine and Health Professions, with a particular focus on Health Informatics, Health Information Management, Artificial Intelligence, Public Health, Environmental and Occupational Health, and Epidemiology.

Their work covers a range of topics in health and technology, notably:

  • Artificial Intelligence in Healthcare and Education
  • Electronic Health Records Systems
  • Explainable Artificial Intelligence (XAI)
  • Machine Learning in Healthcare
  • Quality and Safety in Healthcare
  • Ethics and Social Impacts of AI
  • Sepsis Diagnosis and Treatment

Farah Magrabi has published regularly in several venues, with frequent appearances in:

  • Studies in Health Technology and Informatics
  • Journal of the American Medical Informatics Association
  • SSRN Electronic Journal
  • Journal of Medical Internet Research
  • BMJ Health & Care Informatics

Recent papers include:

  • "Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI," 2022, Nature Medicine
  • "Impacts of Healthcare 4.0 digital technologies on the resilience of hospitals," 2021, Technological Forecasting and Social Change
  • "How machine learning is embedded to support clinician decision making: an analysis of FDA-approved medical devices," 2021, BMJ Health & Care Informatics
  • "More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA," 2023, Journal of the American Medical Informatics Association
  • "Automation in nursing decision support systems: A systematic review of effects on decision making, care delivery, and patient outcomes," 2021, Journal of the American Medical Informatics Association

Frequent collaborators include:

  • Enrico Coiera
  • David Lyell
  • Ying Wang
  • Kathrin Cresswell
  • Andrew Georgiou

Best Publications

  • Conversational agents in healthcare: a systematic review.

    Liliana Laranjo;Adam G. Dunn;Huong Ly Tong;Ahmet Baki Kocaballi

  • Artificial Intelligence in Clinical Decision Support: Challenges for Evaluating AI and Practical Implications

    Farah Magrabi;Elske Ammenwerth;Jytte Brender McNair;Nicolet F. De Keizer

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

    Mi Ok Kim;Enrico W. Coiera;Farah Magrabi

  • A systematic review of the psychological literature on interruption and its patient safety implications.

    Simon Y. W. Li;Farah Magrabi;Enrico W. Coiera

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

    Farah Magrabi;Mei-Sing Ong;William Runciman;William Runciman;Enrico W. Coiera

  • Safety concerns with consumer-facing mobile health applications and their consequences: a scoping review.

    Saba Akbar;Enrico W. Coiera;Farah Magrabi

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

    Tor Ingebrigtsen;Tor Ingebrigtsen;Tor Ingebrigtsen;Andrew Georgiou;Robyn Clay-Williams;Farah Magrabi

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

    Farah Magrabi;Mei-Sing Ong;William Runciman;William Runciman;Enrico W. Coiera

  • Current challenges in health information technology-related patient safety.

    Dean F. Sittig;Adam Wright;Enrico W. Coiera;Farah Magrabi

  • General practitioners’ use of online evidence during consultations

    Farah Magrabi;Enrico W. Coiera;Johanna I. Westbrook;A. Sophie Gosling

  • Impacts of Healthcare 4.0 digital technologies on the resilience of hospitals

    Guilherme Luz Tortorella;Guilherme Luz Tortorella;Tarcísio Abreu Saurin;Flavio S. Fogliatto;Valentina M. Rosa

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

    Farah Magrabi;Maureen Baker;Ipsita Sinha;Mei-Sing Ong

  • A web-based approach for electrocardiogram monitoring in the home

    Farah Magrabi;Nigel H. Lovell;Branko G. Celler

  • A comparative review of patient safety initiatives for national health information technology

    Farah Magrabi;Jos Aarts;Christian Nøhr;Maureen Baker

  • Does health informatics have a replication crisis

    Enrico W. Coiera;Elske Ammenwerth;Andrew Georgiou;Farah Magrabi

  • Impact of a web-based personally controlled health management system on influenza vaccination and health services utilization rates: a randomized controlled trial.

    Annie Y. S. Lau;Vitali Sintchenko;Vitali Sintchenko;Vitali Sintchenko;Jacinta Crimmins;Farah Magrabi

  • Errors and electronic prescribing: a controlled laboratory study to examine task complexity and interruption effects

    Farah Magrabi;Simon Y. W. Li;Richard O. Day;Enrico W. Coiera

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

    David Lyell;Enrico Coiera;Jessica Chen;Parina Shah

  • Web-based acquisition, storage, and retrieval of biomedical signals

    N.H. Lovell;F. Magrabi;B.G. Celler;K. Huynh

  • Automation bias in electronic prescribing.

    David Lyell;Farah Magrabi;Magdalena Z. Raban;Lisa G. Pont

  • Using statistical text classification to identify health information technology incidents.

    Kevin E. K. Chai;Stephen Anthony;Enrico W. Coiera;Farah Magrabi

  • Automated categorisation of clinical incident reports using statistical text classification

    Mei Sing Ong;Farah Magrabi;Enrico Coiera

Frequent Co-Authors

Enrico Coiera
Enrico Coiera Macquarie University
Nigel H. Lovell
Nigel H. Lovell University of New South Wales
Andrew Georgiou
Andrew Georgiou Macquarie University
Branko G. Celler
Branko G. Celler University of New South Wales
Elske Ammenwerth
Elske Ammenwerth UMIT Tirol - Private University for Health Sciences and Health Technology
Vitali Sintchenko
Vitali Sintchenko University of Sydney
Dean F. Sittig
Dean F. Sittig The University of Texas Health Science Center at Houston
Charlene R. Weir
Charlene R. Weir University of Utah
Stacy M Carter
Stacy M Carter University of Wollongong
Jeffrey Braithwaite
Jeffrey Braithwaite Macquarie University

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