Extracting decision-making features from the unstructured eye movements of clinicians on glaucoma OCT reports and developing AI models to classify expertise

Akerman, M., Choudhary, S., Liebmann, J. M., Cioffi, G. A., Chen, R. W. S., & Thakoor, K. A. (2023). Extracting decision-making features from the unstructured eye movements of clinicians on glaucoma OCT reports and developing AI models to classify expertise. Frontiers in Medicine, 10. https://doi.org/10.3389/fmed.2023.1251183

Authors:

Michelle Akerman

Sanmati Choudhary

Jeffrey M. Liebmann

George A. Cioffi

Royce W. S. Chen

Kaveri A. Thakoor

Affiliated Authors:

Michelle Akerman

Sanmati Choudhary

Jeffrey M. Liebmann

George A. Cioffi

Royce W. S. Chen

Kaveri A. Thakoor

Columbia Affiliation:

Vagelos College of Physicians and Surgeons
- Department of Ophthalmology

Subjects:

Detection and Management of Retinal Diseases (OpenAlex Topic)

Global Prevalence and Treatment of Glaucoma (OpenAlex Topic)

Ophthalmology Education and Training Methods (OpenAlex Topic)

Author Keywords:

eye-tracking

fixations

glaucoma

neural networks

optical coherence tomography

unsupervised clustering

Publication Type:

Article

Unique ID:

10.3389/fmed.2023.1251183

PMID:

DOI:

10.3389/fmed.2023.1251183

Journal:

Frontiers in Medicine

Publication Date:

2023-09-29

Data Source:

OpenAlex

Source Link:

View OpenAlex Record

View PubMed Record

Record Created:

Monday, August 5, 2024 - 16:39