Ocular Duction Measurement Using Three Convolutional Neural Network Models: A Comparative Study

The three CNN models did not significantly differ in terms of efficacy in detecting various duction positions. However, MobileNet stands out, with a narrower confidence interval and shorter training time, which indicates its potential application.

Authors

Institutions

Publication Details

Journal
Cureus
Published
2024-11-19
DOI
https://doi.org/10.7759/cureus.73985
Citations
3
Primary Topic
Glaucoma and retinal disorders
Type
article
Field-Weighted Citation Impact
1.62
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Ocular Duction Measurement Using Three Convolutional Neural Network Models: A Comparative Study

Suthicha Chuntranapaporn, Raveewan Choontanom, Worapot Srimanan
3 citations
Cureus
Glaucoma and retinal disorders
1.62
article

Ocular Duction Measurement Using Three Convolutional Neural Network Models: A Comparative Study

Suthicha Chuntranapaporn, Raveewan Choontanom, Worapot Srimanan
article en
3 citations

Abstract

The three CNN models did not significantly differ in terms of efficacy in detecting various duction positions. However, MobileNet stands out, with a narrower confidence interval and shorter training time, which indicates its potential application.

CureusVol. 16(11)
Phramongkutklao Hospital (TH)
Openalex Percentile: Top 16%
Glaucoma and retinal disorders
1.62
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Ocular Duction Measurement Using Three Convolutional Neural Network Models: A Comparative Study — Suthicha Chuntranapaporn, Raveewan Choontanom, et al. · Cureus (2024) | TGRS Research Map | TGRS