Farah Magrabi

Orcid: 0000-0002-8426-5588

According to our database1, Farah Magrabi authored at least 74 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
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., November, 2023

Evaluation of machine learning-based models for prediction of clinical deterioration: A systematic literature review.
Int. J. Medical Informatics, July, 2023

More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA.
J. Am. Medical Informatics Assoc., June, 2023

Using automated methods to detect safety problems with health information technology: a scoping review.
J. Am. Medical Informatics Assoc., January, 2023

Automating the Identification of Safety Events Involving Machine Learning-Enabled Medical Devices.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

How Well Do AI-Enabled Decision Support Systems Perform in Clinical Settings?
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Using Clinical Simulation to Evaluate AI-Enabled Decision Support.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Assessing the Safety of a New Clinical Decision Support System for a National Helpline.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022
Digital health for climate change mitigation and response: a scoping review.
J. Am. Medical Informatics Assoc., 2022

What did you do to avoid the climate disaster? A call to arms for health informatics.
J. Am. Medical Informatics Assoc., 2022

Should AI-enabled medical devices be explainable?
Int. J. Law Inf. Technol., 2022

More than Algorithms: an Analysis of ML Safety Events Reported to the FDA.
Proceedings of the AMIA 2022, 2022

2021
Automation in nursing decision support systems: A systematic review of effects on decision making, care delivery, and patient outcomes.
J. Am. Medical Informatics Assoc., 2021

How Well Do Computerised Decision Support Systems Cover Nursing Standards of Practice? A Literature Review.
Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Realizing AI in Healthcare: Challenges Appearing in the Wild.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
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., 2020

Safety concerns with consumer-facing mobile health applications and their consequences: a scoping review.
J. Am. Medical Informatics Assoc., 2020

Current challenges in health information technology-related patient safety.
Health Informatics J., 2020

Evaluating the effects of automation on risk identification and nurses' decision making.
Proceedings of the AMIA 2020, 2020

2019
Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support.
BMC Medical Informatics Decis. Mak., 2019

Using convolutional neural networks to identify patient safety incident reports by type and severity.
J. Am. Medical Informatics Assoc., 2019

Validating and Updating GRASP: A New Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools.
CoRR, 2019

Evaluating the Impact of Using GRASP Framework on Clinicians and Healthcare Professionals Decisions in Selecting Clinical Predictive Tools.
CoRR, 2019

Developing an Evidence-Based Framework for Grading and Assessment of Predictive Tools for Clinical Decision Support.
CoRR, 2019

Building Usability Knowledge for Health Information Technology: A Usability-Oriented Analysis of Incident Reports.
Appl. Clin. Inform., 2019

Reduced Verification of Medication Alerts Increases Prescribing Errors.
Appl. Clin. Inform., 2019

Identifying and Characterizing the 18 Steps of Medical Imaging Process Workflow as a Basis for Targeting Improvements in Clinical Practice.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Identifying Clusters and Themes from Incidents Related to Health Information Technology in Medical Imaging as a Basis for Improvements in Practice.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Identifying and Classifying Incidents Related to Health Information Technology in Medical Imaging as a Basis for Improvements in Practice.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Identifying and characterizing system issues of health information technology in medical imaging as a basis for recommendations.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

2018
Conversational agents in healthcare: a systematic review.
J. Am. Medical Informatics Assoc., 2018

Does health informatics have a replication crisis?
J. Am. Medical Informatics Assoc., 2018

Evaluating the usability of speech recognition to create clinical documentation using a commercial electronic health record.
Int. J. Medical Informatics, 2018

The Effect of Cognitive Load and Task Complexity on Automation Bias in Electronic Prescribing.
Hum. Factors, 2018

Evaluating the Efficiency and Safety of Speech Recognition within a Commercial Electronic Health Record System: A Replication Study.
Appl. Clin. Inform., 2018

Making Electronic Health Records Safer: Practical Strategies for Evaluation and Improvement.
Proceedings of the AMIA 2018, 2018

Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review.
Proceedings of the AMIA 2018, 2018

Safety concerns with consumer-facing mobile health applications and their consequences.
Proceedings of the AMIA 2018, 2018

2017
Using multiclass classification to automate the identification of patient safety incident reports by type and severity.
BMC Medical Informatics Decis. Mak., 2017

Automation bias in electronic prescribing.
BMC Medical Informatics Decis. Mak., 2017

Problems with health information technology and their effects on care delivery and patient outcomes: a systematic review.
J. Am. Medical Informatics Assoc., 2017

Efficiency and safety of speech recognition for documentation in the electronic health record.
J. Am. Medical Informatics Assoc., 2017

Engineering technology resilience through informatics safety science.
J. Am. Medical Informatics Assoc., 2017

Automating the Identification of Patient Safety Incident Reports Using Multi-Label Classification.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Downtime in Digital Hospitals: An Analysis of Patterns and Causes Over 33 Months.
Proceedings of the Integrating and Connecting Care, 2017

How to Teach Health IT Evaluation: Recommendations for Health IT Evaluation Courses.
Proceedings of the German Medical Data Sciences: Visions and Bridges, 2017

2016
Measuring the effects of computer downtime on hospital pathology processes.
J. Biomed. Informatics, 2016

2015
Clinical safety of England's national programme for IT: A retrospective analysis of all reported safety events 2005 to 2011.
Int. J. Medical Informatics, 2015

Insights into temporal patterns of hospital patient safety from routinely collected electronic data.
Health Inf. Sci. Syst., 2015

Big Data Clinical Research: Validity, Ethics, and Regulation.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Health information technology and large-scale adverse events.
Proceedings of the AMIA 2015, 2015

2014
The impact of clinical leadership on health information technology adoption: Systematic review.
Int. J. Medical Informatics, 2014

2013
Syndromic surveillance for health information system failures: a feasibility study.
J. Am. Medical Informatics Assoc., 2013

Using statistical text classification to identify health information technology incidents.
J. Am. Medical Informatics Assoc., 2013

A comparative review of patient safety initiatives for national health information technology.
Int. J. Medical Informatics, 2013

Patient safety governance for national and cross-border health information technology.
Proceedings of the MEDINFO 2013, 2013

Health IT: Assessment of Safe and Effective Use - Measuring the HIT Hazard Function.
Proceedings of the AMIA 2013, 2013

2012
Automated identification of extreme-risk events in clinical incident reports.
J. Am. Medical Informatics Assoc., 2012

Using FDA reports to inform a classification for health information technology safety problems.
J. Am. Medical Informatics Assoc., 2012

A systematic review of the psychological literature on interruption and its patient safety implications.
J. Am. Medical Informatics Assoc., 2012

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., 2012

National and cross-border safety initiatives for health information technology.
Proceedings of the AMIA 2012, 2012

2011
A simulation framework for mapping risks in clinical processes: the case of in-patient transfers.
J. Am. Medical Informatics Assoc., 2011

2010
An analysis of computer-related patient safety incidents to inform the development of a classification.
J. Am. Medical Informatics Assoc., 2010

Errors and electronic prescribing: a controlled laboratory study to examine task complexity and interruption effects.
J. Am. Medical Informatics Assoc., 2010

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, 2010

Why is it so difficult to measure the effects of interruptions in healthcare?
Proceedings of the MEDINFO 2010, 2010

2008
Using cognitive models to evaluate safety-critical interfaces in healthcare.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
What factors are associated with the integration of evidence retrieval technology into routine general practice settings?
Int. J. Medical Informatics, 2007

Using an Accident Model to Design Safe Electronic Medication Management Systems.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

2006
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., 2006

2005
General practitioners' use of online evidence during consultations.
Int. J. Medical Informatics, 2005

2004
Clinicians' Assessments of the Usefulness of Online Evidence to Answer Clinical Questions.
Proceedings of the MEDINFO 2004, 2004

1999
A web-based approach for electrocardiogram monitoring in the home.
Int. J. Medical Informatics, 1999


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