Diagnostic Decision-Making Variability Between Novice and Expert Optometrists for Glaucoma: Comparative Analysis to Inform AI System Design

The study highlights significant variations in the decision-making process of novice and expert optometrists in glaucoma diagnosis, with experience playing a key role in accuracy, approach, and management. These findings demonstrate the critical need for AI systems tailored to varying levels of expertise. They also provide insights for the future design of AI systems aimed at enhancing the diagnostic accuracy of optometrists and consistency across different expertise levels, ultimately improving patient outcomes in optometric practice.

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Publication Details

Journal
JMIR Medical Informatics
Published
2024-12-01
DOI
https://doi.org/10.2196/63109
Citations
6
Primary Topic
Glaucoma and retinal disorders
Type
article
Field-Weighted Citation Impact
3.23
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article

Diagnostic Decision-Making Variability Between Novice and Expert Optometrists for Glaucoma: Comparative Analysis to Inform AI System Design

Faisal Ghaffar, Imad Ali, Nadine Furtado, Catherine M. Burns
6 citations
JMIR Medical Informatics
Glaucoma and retinal disorders
3.23
article

Diagnostic Decision-Making Variability Between Novice and Expert Optometrists for Glaucoma: Comparative Analysis to Inform AI System Design

Faisal Ghaffar, Imad Ali, Nadine Furtado, Catherine M. Burns
article en
6 citations

Abstract

The study highlights significant variations in the decision-making process of novice and expert optometrists in glaucoma diagnosis, with experience playing a key role in accuracy, approach, and management. These findings demonstrate the critical need for AI systems tailored to varying levels of expertise. They also provide insights for the future design of AI systems aimed at enhancing the diagnostic accuracy of optometrists and consistency across different expertise levels, ultimately improving patient outcomes in optometric practice.

JMIR Medical InformaticsVol. 13
University of Waterloo (CA), University of Swat (PK)
Peace, Justice and strong institutions
Openalex Percentile: Top 8%
Glaucoma and retinal disorders
3.23
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