Farah Magrabi

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 47

Top Topics

Medical Imaging

Decision Support

Health Information Technology

Top Venues

J. Am. Medical Informatics Assoc.

Int. J. Medical Informatics

Publications

David Lyell, Ying Wang, Enrico W. Coiera, Farah Magrabi
More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA. J. Am. Medical Informatics Assoc. 30 (7) (2023)
Ying Wang, David Lyell, Enrico W. Coiera, Farah Magrabi
Automating the Identification of Safety Events Involving Machine Learning-Enabled Medical Devices. MedInfo (2023)
Sepideh Jahandideh, Guncag Ozavci, Berhe W. Sahle, Abbas Z. Kouzani, Farah Magrabi, Tracey Bucknall
Evaluation of machine learning-based models for prediction of clinical deterioration: A systematic literature review. Int. J. Medical Informatics 175 (2023)
Didi Surian, Ying Wang, Enrico W. Coiera, Farah Magrabi
Using automated methods to detect safety problems with health information technology: a scoping review. J. Am. Medical Informatics Assoc. 30 (2) (2023)
Nirvana Luckraj, Renee Strazzari, Enrico W. Coiera, Farah Magrabi
Assessing the Safety of a New Clinical Decision Support System for a National Helpline. MedInfo (2023)
David Lyell, Adriaan Lustig, Kate Denyer, Satya Vedantam, Farah Magrabi
Using Clinical Simulation to Evaluate AI-Enabled Decision Support. MedInfo (2023)
Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi
How Well Do AI-Enabled Decision Support Systems Perform in Clinical Settings? MedInfo (2023)
Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review. J. Am. Medical Informatics Assoc. 30 (12) (2023)
Hania Rahimi-Ardabili, Farah Magrabi, Enrico W. Coiera
Digital health for climate change mitigation and response: a scoping review. J. Am. Medical Informatics Assoc. 29 (12) (2022)
David Lyell, Ying Wang, Farah Magrabi
More than Algorithms: an Analysis of ML Safety Events Reported to the FDA. AMIA (2022)
Enrico W. Coiera, Farah Magrabi
What did you do to avoid the climate disaster? A call to arms for health informatics. J. Am. Medical Informatics Assoc. 29 (12) (2022)
Rita Matulionyte, Paul Nolan, Farah Magrabi, Amin Beheshti
Should AI-enabled medical devices be explainable? Int. J. Law Inf. Technol. 30 (2) (2022)
Saba Akbar, David Lyell, Farah Magrabi
How Well Do Computerised Decision Support Systems Cover Nursing Standards of Practice? A Literature Review. Nursing Informatics (2021)
Saba Akbar, David Lyell, Farah Magrabi
Automation in nursing decision support systems: A systematic review of effects on decision making, care delivery, and patient outcomes. J. Am. Medical Informatics Assoc. 28 (11) (2021)
Tariq Osman Andersen, Francisco Nunes, Lauren Wilcox, Elizabeth Kaziunas, Stina Matthiesen, Farah Magrabi
Realizing AI in Healthcare: Challenges Appearing in the Wild. CHI Extended Abstracts (2021)
Dean F. Sittig, Adam Wright, Enrico W. Coiera, Farah Magrabi, Raj M. Ratwani, David W. Bates, Hardeep Singh
Current challenges in health information technology-related patient safety. Health Informatics J. 26 (1) (2020)
Saba Akbar, David Lyell, Farah Magrabi
Evaluating the effects of automation on risk identification and nurses' decision making. AMIA (2020)
Ying Wang, Enrico W. Coiera, Farah Magrabi
Can Unified Medical Language System-based semantic representation improve automated identification of patient safety incident reports by type and severity? J. Am. Medical Informatics Assoc. 27 (10) (2020)
Saba Akbar, Enrico W. Coiera, Farah Magrabi
Safety concerns with consumer-facing mobile health applications and their consequences: a scoping review. J. Am. Medical Informatics Assoc. 27 (2) (2020)
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Evaluating the Impact of Using GRASP Framework on Clinicians and Healthcare Professionals Decisions in Selecting Clinical Predictive Tools. CoRR (2019)
Md Shafiqur Rahman Jabin, Farah Magrabi, Peter Hibbert, Tim Schultz, William Runciman
Identifying Clusters and Themes from Incidents Related to Health Information Technology in Medical Imaging as a Basis for Improvements in Practice. IST (2019)
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
David Lyell, Farah Magrabi, Enrico W. Coiera
Reduced Verification of Medication Alerts Increases Prescribing Errors. Appl. Clin. Inform. 10 (01) (2019)
Md Shafiqur Rahman Jabin, Farah Magrabi, Peter Hibbert, Tim Schultz, Taryn Bessen, William Runciman
Identifying and characterizing system issues of health information technology in medical imaging as a basis for recommendations. IST (2019)
Md Shafiqur Rahman Jabin, Farah Magrabi, Peter Hibbert, Tim Schultz, William Runciman
Identifying and Classifying Incidents Related to Health Information Technology in Medical Imaging as a Basis for Improvements in Practice. IST (2019)
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Validating and Updating GRASP: A New Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools. CoRR (2019)
Romaric Marcilly, Jessica Schiro, Marie-Catherine Beuscart-Zéphir, Farah Magrabi
Building Usability Knowledge for Health Information Technology: A Usability-Oriented Analysis of Incident Reports. Appl. Clin. Inform. 10 (03) (2019)
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Developing an Evidence-Based Framework for Grading and Assessment of Predictive Tools for Clinical Decision Support. CoRR (2019)
Ying Wang, Enrico W. Coiera, Farah Magrabi
Using convolutional neural networks to identify patient safety incident reports by type and severity. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Md Shafiqur Rahman Jabin, Catherine Mandel, Tim Schultz, Peter Hibbert, Farah Magrabi, William Runciman
Identifying and Characterizing the 18 Steps of Medical Imaging Process Workflow as a Basis for Targeting Improvements in Clinical Practice. IST (2019)
Tobias Hodgson, Farah Magrabi, Enrico W. Coiera
Evaluating the Efficiency and Safety of Speech Recognition within a Commercial Electronic Health Record System: A Replication Study. Appl. Clin. Inform. 9 (02) (2018)
David Lyell, Farah Magrabi, Enrico W. Coiera
The Effect of Cognitive Load and Task Complexity on Automation Bias in Electronic Prescribing. Hum. Factors 60 (7) (2018)
Saba Akbar, Jessica A. Chen, Liliana Laranjo, Annie Y. S. Lau, Enrico W. Coiera, Farah Magrabi
Safety concerns with consumer-facing mobile health applications and their consequences. AMIA (2018)
Enrico W. Coiera, Elske Ammenwerth, Andrew Georgiou, Farah Magrabi
Does health informatics have a replication crisis? J. Am. Medical Informatics Assoc. 25 (8) (2018)
Tobias Hodgson, Farah Magrabi, Enrico W. Coiera
Evaluating the usability of speech recognition to create clinical documentation using a commercial electronic health record. Int. J. Medical Informatics 113 (2018)
Liliana Laranjo, Adam G. Dunn, Huong Ly Tong, Ahmet Baki Kocaballi, Jessica A. Chen, Rabia Bashir, Didi Surian, Blanca Gallego, Farah Magrabi, Annie Y. S. Lau, Enrico W. Coiera
Conversational agents in healthcare: a systematic review. J. Am. Medical Informatics Assoc. 25 (9) (2018)
Liliana Laranjo, Adam G. Dunn, Huong Ly Tong, Ahmet Baki Kocaballi, Jessica A. Chen, Rabia Bashir, Didi Surian, Blanca Gallego, Farah Magrabi, Annie Y. S. Lau, Enrico W. Coiera
Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review. AMIA (2018)
Allison B. McCoy, Dean F. Sittig, Adam Wright, Farah Magrabi
Making Electronic Health Records Safer: Practical Strategies for Evaluation and Improvement. AMIA (2018)
Enrico W. Coiera, Farah Magrabi, Jan L. Talmon
Engineering technology resilience through informatics safety science. J. Am. Medical Informatics Assoc. 24 (2) (2017)
Mi Ok Kim, Enrico W. Coiera, Farah Magrabi
Problems with health information technology and their effects on care delivery and patient outcomes: a systematic review. J. Am. Medical Informatics Assoc. 24 (2) (2017)
David Lyell, Farah Magrabi, Magdalena Z. Raban, Lisa G. Pont, Melissa T. Baysari, Richard O. Day, Enrico W. Coiera
Automation bias in electronic prescribing. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Ying Wang, Enrico W. Coiera, William Runciman, Farah Magrabi
Using multiclass classification to automate the identification of patient safety incident reports by type and severity. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Ying Wang, Enrico W. Coiera, William Runciman, Farah Magrabi
Automating the Identification of Patient Safety Incident Reports Using Multi-Label Classification. MedInfo (2017)
Tobias Hodgson, Farah Magrabi, Enrico W. Coiera
Efficiency and safety of speech recognition for documentation in the electronic health record. J. Am. Medical Informatics Assoc. 24 (6) (2017)
Jessica A. Chen, Ying Wang, Farah Magrabi
Downtime in Digital Hospitals: An Analysis of Patterns and Causes Over 33 Months. HIC (2017)
Elske Ammenwerth, Nicolet De Keizer, Jytte Brender McNair, Catherine K. Craven, Eric L. Eisenstein, Andrew Georgiou, Saif S. Khairat, Farah Magrabi, Pirkko Nykänen, Paula Otero, Michael Rigby, Philip J. Scott, Charlene R. Weir
How to Teach Health IT Evaluation: Recommendations for Health IT Evaluation Courses. GMDS (2017)
Ying Wang, Enrico W. Coiera, Blanca Gallego, Óscar Pérez Concha, Mei-Sing Ong, Guy Tsafnat, David Roffe, Graham Jones, Farah Magrabi
Measuring the effects of computer downtime on hospital pathology processes. J. Biomed. Informatics 59 (2016)
Farah Magrabi, Maureen Baker, Ipsita Sinha, Mei-Sing Ong, Stuart Harrison, Michael R. Kidd, William B. Runciman, Enrico W. Coiera
Clinical safety of England's national programme for IT: A retrospective analysis of all reported safety events 2005 to 2011. Int. J. Medical Informatics 84 (3) (2015)
Blanca Gallego, Farah Magrabi, Óscar Pérez Concha, Ying Wang, Enrico W. Coiera
Insights into temporal patterns of hospital patient safety from routinely collected electronic data. Health Inf. Sci. Syst. 3 (1) (2015)
Farah Magrabi, Dean F. Sittig, Jean M. Scott, Peter M. Kilbridge
Health information technology and large-scale adverse events. AMIA (2015)
E. Andrew Balas, Marlo M. Vernon, Farah Magrabi, Lynne Thomas Gordon, Joanne Sexton
Big Data Clinical Research: Validity, Ethics, and Regulation. MedInfo (2015)
Tor Ingebrigtsen, Andrew Georgiou, Robyn Clay-Williams, Farah Magrabi, Antonia Hordern, Mirela Prgomet, Julie Li, Johanna I. Westbrook, Jeffrey Braithwaite
The impact of clinical leadership on health information technology adoption: Systematic review. Int. J. Medical Informatics 83 (6) (2014)
Blackford Middleton, Christian Nøhr, James Walker, Farah Magrabi
Health IT: Assessment of Safe and Effective Use - Measuring the HIT Hazard Function. AMIA (2013)
Mei-Sing Ong, Farah Magrabi, Enrico W. Coiera
Syndromic surveillance for health information system failures: a feasibility study. J. Am. Medical Informatics Assoc. 20 (3) (2013)
Farah Magrabi, Dean F. Sittig, Maureen Baker, Jan L. Talmon, Enrico W. Coiera
Patient safety governance for national and cross-border health information technology. MedInfo (2013)
Farah Magrabi, Jos Aarts, Christian Nøhr, Maureen Baker, Stuart Harrison, Sylvia Pelayo, Jan L. Talmon, Dean F. Sittig, Enrico W. Coiera
A comparative review of patient safety initiatives for national health information technology. Int. J. Medical Informatics 82 (5) (2013)
Kevin E. K. Chai, Stephen Anthony, Enrico W. Coiera, Farah Magrabi
Using statistical text classification to identify health information technology incidents. J. Am. Medical Informatics Assoc. 20 (5) (2013)
Mei-Sing Ong, Farah Magrabi, Enrico W. Coiera
Automated identification of extreme-risk events in clinical incident reports. J. Am. Medical Informatics Assoc. 19 (e1) (2012)
Farah Magrabi, Dean F. Sittig, Maureen Baker, Jan L. Talmon, Enrico W. Coiera
National and cross-border safety initiatives for health information technology. AMIA (2012)
Annie Y. S. Lau, Vitali Sintchenko, Jacinta Crimmins, Farah Magrabi, Blanca Gallego, Enrico W. Coiera
Impact of a web-based personally controlled health management system on influenza vaccination and health services utilization rates: a randomized controlled trial. J. Am. Medical Informatics Assoc. 19 (5) (2012)
Farah Magrabi, Mei-Sing Ong, William Runciman, Enrico W. Coiera
Using FDA reports to inform a classification for health information technology safety problems. J. Am. Medical Informatics Assoc. 19 (1) (2012)
Simon Y. W. Li, Farah Magrabi, Enrico W. Coiera
A systematic review of the psychological literature on interruption and its patient safety implications. J. Am. Medical Informatics Assoc. 19 (1) (2012)
Adam G. Dunn, Mei-Sing Ong, Johanna I. Westbrook, Farah Magrabi, Enrico W. Coiera, Wayne Wobcke
A simulation framework for mapping risks in clinical processes: the case of in-patient transfers. J. Am. Medical Informatics Assoc. 18 (3) (2011)
Farah Magrabi, Mei-Sing Ong, William Runciman, Enrico W. Coiera
An analysis of computer-related patient safety incidents to inform the development of a classification. J. Am. Medical Informatics Assoc. 17 (6) (2010)
Farah Magrabi, Simon Y. W. Li, Richard O. Day, Enrico W. Coiera
Errors and electronic prescribing: a controlled laboratory study to examine task complexity and interruption effects. J. Am. Medical Informatics Assoc. 17 (5) (2010)
Yufei Chen, Nicholas Brennan, Farah Magrabi
Is email an effective method for hospital discharge communication? A randomized controlled trial to examine delivery of computer-generated discharge summaries by email, fax, post and patient hand delivery. Int. J. Medical Informatics 79 (3) (2010)
Farah Magrabi, Simon Y. W. Li, Adam G. Dunn, Enrico W. Coiera
Why is it so difficult to measure the effects of interruptions in healthcare? MedInfo (2010)
Farah Magrabi
Using cognitive models to evaluate safety-critical interfaces in healthcare. CHI Extended Abstracts (2008)
Farah Magrabi, Geoff McDonnell, Johanna I. Westbrook, Enrico W. Coiera
Using an Accident Model to Design Safe Electronic Medication Management Systems. MedInfo (2007)
Farah Magrabi, Johanna I. Westbrook, Enrico W. Coiera
What factors are associated with the integration of evidence retrieval technology into routine general practice settings? Int. J. Medical Informatics 76 (10) (2007)
Enrico W. Coiera, Farah Magrabi, Johanna I. Westbrook, Michael R. Kidd, Richard O. Day
Protocol for the Quick Clinical study: a randomised controlled trial to assess the impact of an online evidence retrieval system on decision-making in general practice. BMC Medical Informatics Decis. Mak. 6 (2006)
Farah Magrabi, Enrico W. Coiera, Johanna I. Westbrook, A. Sophie Gosling, Victor Vickland
General practitioners' use of online evidence during consultations. Int. J. Medical Informatics 74 (1) (2005)
Farah Magrabi, Johanna I. Westbrook, Enrico W. Coiera, A. Sophie Gosling
Clinicians' Assessments of the Usefulness of Online Evidence to Answer Clinical Questions. MedInfo (2004)
Farah Magrabi, Nigel H. Lovell, Branko G. Celler
A web-based approach for electrocardiogram monitoring in the home. Int. J. Medical Informatics 54 (2) (1999)