Farah Magrabi - RankMe

80 papers Misc 9Journal 49Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evaluation format, not model capability, drives triage failure in the assessment of consumer health AI. CoRR David Fraile Navarro, Farah Magrabi, Enrico W. Coiera
2025	—	`conf`	Applying LLMs for Analysis of AI/ML Medical Device Approvals. MedInfo Diogo Monteiro do Amaral, Ying Wang, Farah Magrabi
2025	J	`jnl`	Clinician-informed XAI evaluation checklist with metrics (CLIX-M) for AI-powered clinical decision support systems. npj Digit. Medicine Aida Brankovic, David Cook, Jessica Rahman, Alana Delaforce, Jane Li, Farah Magrabi, Federico Cabitza, Enrico W. Coiera, DanaKai Bradford
2025	—	`conf`	Feasibility of Using LLMs to Automate Analysis of AI/ML Medical Device Approvals. HIKM Ying Wang, Diogo Monteiro do Amaral, Farah Magrabi
2025	—	`conf`	Key Considerations for Governing Safe and Responsible Use of AI in Healthcare. MedInfo Sam Freeman, Amy Wang, Farah Magrabi
2025	—	`conf`	Role of AI in Clinical Decision-Making: An Analysis of FDA Medical Device Approvals. MedInfo Poorna Fernando, David Lyell, Ying Wang, Farah Magrabi
2023	—	`conf`	Assessing the Safety of a New Clinical Decision Support System for a National Helpline. MedInfo Nirvana Luckraj, Renee Strazzari, Enrico W. Coiera, Farah Magrabi
2023	—	`conf`	Automating the Identification of Safety Events Involving Machine Learning-Enabled Medical Devices. MedInfo Ying Wang, David Lyell, Enrico W. Coiera, Farah Magrabi
2023	J	`jnl`	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. Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi
2023	J	`jnl`	Evaluation of machine learning-based models for prediction of clinical deterioration: A systematic literature review. Int. J. Medical Informatics Sepideh Jahandideh, Guncag Ozavci, Berhe W. Sahle, Abbas Z. Kouzani, Farah Magrabi, Tracey Bucknall
2023	—	`conf`	How Well Do AI-Enabled Decision Support Systems Perform in Clinical Settings? MedInfo Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi
2023	J	`jnl`	More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA. J. Am. Medical Informatics Assoc. David Lyell, Ying Wang, Enrico W. Coiera, Farah Magrabi
2023	—	`conf`	Using Clinical Simulation to Evaluate AI-Enabled Decision Support. MedInfo David Lyell, Adriaan Lustig, Kate Denyer, Satya Vedantam, Farah Magrabi
2023	J	`jnl`	Using automated methods to detect safety problems with health information technology: a scoping review. J. Am. Medical Informatics Assoc. Didi Surian, Ying Wang, Enrico W. Coiera, Farah Magrabi
2022	J	`jnl`	Digital health for climate change mitigation and response: a scoping review. J. Am. Medical Informatics Assoc. Hania Rahimi-Ardabili, Farah Magrabi, Enrico W. Coiera
2022	Misc	`conf`	More than Algorithms: an Analysis of ML Safety Events Reported to the FDA. AMIA David Lyell, Ying Wang, Farah Magrabi
2022	J	`jnl`	Should AI-enabled medical devices be explainable? Int. J. Law Inf. Technol. Rita Matulionyte, Paul Nolan, Farah Magrabi, Amin Beheshti
2022	J	`jnl`	What did you do to avoid the climate disaster? A call to arms for health informatics. J. Am. Medical Informatics Assoc. Enrico W. Coiera, Farah Magrabi
2021	J	`jnl`	Automation in nursing decision support systems: A systematic review of effects on decision making, care delivery, and patient outcomes. J. Am. Medical Informatics Assoc. Saba Akbar, David Lyell, Farah Magrabi
2021	—	`conf`	How Well Do Computerised Decision Support Systems Cover Nursing Standards of Practice? A Literature Review. Nursing Informatics Saba Akbar, David Lyell, Farah Magrabi
2021	—	`conf`	Realizing AI in Healthcare: Challenges Appearing in the Wild. CHI Extended Abstracts Tariq Osman Andersen, Francisco Nunes, Lauren Wilcox, Elizabeth Kaziunas, Stina Matthiesen, Farah Magrabi
2020	J	`jnl`	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. Ying Wang, Enrico W. Coiera, Farah Magrabi
2020	J	`jnl`	Current challenges in health information technology-related patient safety. Health Informatics J. Dean F. Sittig, Adam Wright, Enrico W. Coiera, Farah Magrabi, Raj M. Ratwani, David W. Bates, Hardeep Singh
2020	Misc	`conf`	Evaluating the effects of automation on risk identification and nurses' decision making. AMIA Saba Akbar, David Lyell, Farah Magrabi
2020	J	`jnl`	Safety concerns with consumer-facing mobile health applications and their consequences: a scoping review. J. Am. Medical Informatics Assoc. Saba Akbar, Enrico W. Coiera, Farah Magrabi
2019	J	`jnl`	Building Usability Knowledge for Health Information Technology: A Usability-Oriented Analysis of Incident Reports. Appl. Clin. Inform. Romaric Marcilly, Jessica Schiro, Marie-Catherine Beuscart-Zéphir, Farah Magrabi
2019	J	`jnl`	Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support. BMC Medical Informatics Decis. Mak. Mohamed Khalifa, Farah Magrabi, Blanca Gallego
2019	J	`jnl`	Developing an Evidence-Based Framework for Grading and Assessment of Predictive Tools for Clinical Decision Support. CoRR Mohamed Khalifa, Farah Magrabi, Blanca Gallego
2019	J	`jnl`	Evaluating the Impact of Using GRASP Framework on Clinicians and Healthcare Professionals Decisions in Selecting Clinical Predictive Tools. CoRR Mohamed Khalifa, Farah Magrabi, Blanca Gallego
2019	—	`conf`	Identifying Clusters and Themes from Incidents Related to Health Information Technology in Medical Imaging as a Basis for Improvements in Practice. IST Md Shafiqur Rahman Jabin, Farah Magrabi, Peter Hibbert, Tim Schultz, William Runciman
2019	—	`conf`	Identifying and Characterizing the 18 Steps of Medical Imaging Process Workflow as a Basis for Targeting Improvements in Clinical Practice. IST Md Shafiqur Rahman Jabin, Catherine Mandel, Tim Schultz, Peter Hibbert, Farah Magrabi, William Runciman
2019	—	`conf`	Identifying and Classifying Incidents Related to Health Information Technology in Medical Imaging as a Basis for Improvements in Practice. IST Md Shafiqur Rahman Jabin, Farah Magrabi, Peter Hibbert, Tim Schultz, William Runciman
2019	—	`conf`	Identifying and characterizing system issues of health information technology in medical imaging as a basis for recommendations. IST Md Shafiqur Rahman Jabin, Farah Magrabi, Peter Hibbert, Tim Schultz, Taryn Bessen, William Runciman
2019	J	`jnl`	Reduced Verification of Medication Alerts Increases Prescribing Errors. Appl. Clin. Inform. David Lyell, Farah Magrabi, Enrico W. Coiera
2019	J	`jnl`	Using convolutional neural networks to identify patient safety incident reports by type and severity. J. Am. Medical Informatics Assoc. Ying Wang, Enrico W. Coiera, Farah Magrabi
2019	J	`jnl`	Validating and Updating GRASP: A New Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools. CoRR Mohamed Khalifa, Farah Magrabi, Blanca Gallego
2018	J	`jnl`	Conversational agents in healthcare: a systematic review. J. Am. Medical Informatics Assoc. 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
2018	J	`jnl`	Does health informatics have a replication crisis? J. Am. Medical Informatics Assoc. Enrico W. Coiera, Elske Ammenwerth, Andrew Georgiou, Farah Magrabi
2018	J	`jnl`	Evaluating the Efficiency and Safety of Speech Recognition within a Commercial Electronic Health Record System: A Replication Study. Appl. Clin. Inform. Tobias Hodgson, Farah Magrabi, Enrico W. Coiera
2018	J	`jnl`	Evaluating the usability of speech recognition to create clinical documentation using a commercial electronic health record. Int. J. Medical Informatics Tobias Hodgson, Farah Magrabi, Enrico W. Coiera
2018	Misc	`conf`	Making Electronic Health Records Safer: Practical Strategies for Evaluation and Improvement. AMIA Allison B. McCoy, Dean F. Sittig, Adam Wright, Farah Magrabi
2018	Misc	`conf`	Safety concerns with consumer-facing mobile health applications and their consequences. AMIA Saba Akbar, Jessica A. Chen, Liliana Laranjo, Annie Y. S. Lau, Enrico W. Coiera, Farah Magrabi
2018	Misc	`conf`	Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review. AMIA 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
2018	J	`jnl`	The Effect of Cognitive Load and Task Complexity on Automation Bias in Electronic Prescribing. Hum. Factors David Lyell, Farah Magrabi, Enrico W. Coiera
2017	—	`conf`	Automating the Identification of Patient Safety Incident Reports Using Multi-Label Classification. MedInfo Ying Wang, Enrico W. Coiera, William Runciman, Farah Magrabi
2017	J	`jnl`	Automation bias in electronic prescribing. BMC Medical Informatics Decis. Mak. David Lyell, Farah Magrabi, Magdalena Z. Raban, Lisa G. Pont, Melissa T. Baysari, Richard O. Day, Enrico W. Coiera
2017	Misc	`conf`	Downtime in Digital Hospitals: An Analysis of Patterns and Causes Over 33 Months. HIC Jessica A. Chen, Ying Wang, Farah Magrabi
2017	J	`jnl`	Efficiency and safety of speech recognition for documentation in the electronic health record. J. Am. Medical Informatics Assoc. Tobias Hodgson, Farah Magrabi, Enrico W. Coiera
2017	J	`jnl`	Engineering technology resilience through informatics safety science. J. Am. Medical Informatics Assoc. Enrico W. Coiera, Farah Magrabi, Jan L. Talmon
2017	—	`conf`	How to Teach Health IT Evaluation: Recommendations for Health IT Evaluation Courses. GMDS 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
2017	J	`jnl`	Problems with health information technology and their effects on care delivery and patient outcomes: a systematic review. J. Am. Medical Informatics Assoc. Mi Ok Kim, Enrico W. Coiera, Farah Magrabi
2017	J	`jnl`	Using multiclass classification to automate the identification of patient safety incident reports by type and severity. BMC Medical Informatics Decis. Mak. Ying Wang, Enrico W. Coiera, William Runciman, Farah Magrabi
2016	J	`jnl`	Measuring the effects of computer downtime on hospital pathology processes. J. Biomed. Informatics Ying Wang, Enrico W. Coiera, Blanca Gallego, Óscar Pérez Concha, Mei-Sing Ong, Guy Tsafnat, David Roffe, Graham Jones, Farah Magrabi
2015	—	`conf`	Big Data Clinical Research: Validity, Ethics, and Regulation. MedInfo E. Andrew Balas, Marlo M. Vernon, Farah Magrabi, Lynne Thomas Gordon, Joanne Sexton
2015	J	`jnl`	Clinical safety of England's national programme for IT: A retrospective analysis of all reported safety events 2005 to 2011. Int. J. Medical Informatics Farah Magrabi, Maureen Baker, Ipsita Sinha, Mei-Sing Ong, Stuart Harrison, Michael R. Kidd, William B. Runciman, Enrico W. Coiera
2015	Misc	`conf`	Health information technology and large-scale adverse events. AMIA Farah Magrabi, Dean F. Sittig, Jean M. Scott, Peter M. Kilbridge
2015	J	`jnl`	Insights into temporal patterns of hospital patient safety from routinely collected electronic data. Health Inf. Sci. Syst. Blanca Gallego, Farah Magrabi, Óscar Pérez Concha, Ying Wang, Enrico W. Coiera
2014	J	`jnl`	The impact of clinical leadership on health information technology adoption: Systematic review. Int. J. Medical Informatics Tor Ingebrigtsen, Andrew Georgiou, Robyn Clay-Williams, Farah Magrabi, Antonia Hordern, Mirela Prgomet, Julie Li, Johanna I. Westbrook, Jeffrey Braithwaite
2013	J	`jnl`	A comparative review of patient safety initiatives for national health information technology. Int. J. Medical Informatics Farah Magrabi, Jos Aarts, Christian Nøhr, Maureen Baker, Stuart Harrison, Sylvia Pelayo, Jan L. Talmon, Dean F. Sittig, Enrico W. Coiera
2013	Misc	`conf`	Health IT: Assessment of Safe and Effective Use - Measuring the HIT Hazard Function. AMIA Blackford Middleton, Christian Nøhr, James Walker, Farah Magrabi
2013	—	`conf`	Patient safety governance for national and cross-border health information technology. MedInfo Farah Magrabi, Dean F. Sittig, Maureen Baker, Jan L. Talmon, Enrico W. Coiera
2013	J	`jnl`	Syndromic surveillance for health information system failures: a feasibility study. J. Am. Medical Informatics Assoc. Mei-Sing Ong, Farah Magrabi, Enrico W. Coiera
2013	J	`jnl`	Using statistical text classification to identify health information technology incidents. J. Am. Medical Informatics Assoc. Kevin E. K. Chai, Stephen Anthony, Enrico W. Coiera, Farah Magrabi
2012	J	`jnl`	A systematic review of the psychological literature on interruption and its patient safety implications. J. Am. Medical Informatics Assoc. Simon Y. W. Li, Farah Magrabi, Enrico W. Coiera
2012	J	`jnl`	Automated identification of extreme-risk events in clinical incident reports. J. Am. Medical Informatics Assoc. Mei-Sing Ong, Farah Magrabi, Enrico W. Coiera
2012	J	`jnl`	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. Annie Y. S. Lau, Vitali Sintchenko, Jacinta Crimmins, Farah Magrabi, Blanca Gallego, Enrico W. Coiera
2012	Misc	`conf`	National and cross-border safety initiatives for health information technology. AMIA Farah Magrabi, Dean F. Sittig, Maureen Baker, Jan L. Talmon, Enrico W. Coiera
2012	J	`jnl`	Using FDA reports to inform a classification for health information technology safety problems. J. Am. Medical Informatics Assoc. Farah Magrabi, Mei-Sing Ong, William Runciman, Enrico W. Coiera
2011	J	`jnl`	A simulation framework for mapping risks in clinical processes: the case of in-patient transfers. J. Am. Medical Informatics Assoc. Adam G. Dunn, Mei-Sing Ong, Johanna I. Westbrook, Farah Magrabi, Enrico W. Coiera, Wayne Wobcke
2010	J	`jnl`	An analysis of computer-related patient safety incidents to inform the development of a classification. J. Am. Medical Informatics Assoc. Farah Magrabi, Mei-Sing Ong, William Runciman, Enrico W. Coiera
2010	J	`jnl`	Errors and electronic prescribing: a controlled laboratory study to examine task complexity and interruption effects. J. Am. Medical Informatics Assoc. Farah Magrabi, Simon Y. W. Li, Richard O. Day, Enrico W. Coiera
2010	J	`jnl`	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 Yufei Chen, Nicholas Brennan, Farah Magrabi
2010	—	`conf`	Why is it so difficult to measure the effects of interruptions in healthcare? MedInfo Farah Magrabi, Simon Y. W. Li, Adam G. Dunn, Enrico W. Coiera
2008	—	`conf`	Using cognitive models to evaluate safety-critical interfaces in healthcare. CHI Extended Abstracts Farah Magrabi
2007	—	`conf`	Using an Accident Model to Design Safe Electronic Medication Management Systems. MedInfo Farah Magrabi, Geoff McDonnell, Johanna I. Westbrook, Enrico W. Coiera
2007	J	`jnl`	What factors are associated with the integration of evidence retrieval technology into routine general practice settings? Int. J. Medical Informatics Farah Magrabi, Johanna I. Westbrook, Enrico W. Coiera
2006	J	`jnl`	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. Enrico W. Coiera, Farah Magrabi, Johanna I. Westbrook, Michael R. Kidd, Richard O. Day
2005	J	`jnl`	General practitioners' use of online evidence during consultations. Int. J. Medical Informatics Farah Magrabi, Enrico W. Coiera, Johanna I. Westbrook, A. Sophie Gosling, Victor Vickland
2004	—	`conf`	Clinicians' Assessments of the Usefulness of Online Evidence to Answer Clinical Questions. MedInfo Farah Magrabi, Johanna I. Westbrook, Enrico W. Coiera, A. Sophie Gosling
1999	J	`jnl`	A web-based approach for electrocardiogram monitoring in the home. Int. J. Medical Informatics Farah Magrabi, Nigel H. Lovell, Branko G. Celler