DIAGNOSTIC PERFORMANCE OF MACHINE LEARNING TECHNOLOGY USING OPTICAL COHERENCE TOMOGRAPHIC IMAGE IN RETINAL DISEASES PRESENTED WITH SUBRETINAL FLUID

The authors introduced a new aspect of developing a machine learning model to differentiate among three major retinal diseases presented with subretinal fluid from OCT images. The use of one-line across fovea OCT images combined with infrared photograph showed the highest diagnostic performance because of the possible imaging biomarkers.

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Publication Details

Journal
Retina
Published
2025-10-27
DOI
https://doi.org/10.1097/iae.0000000000004708
Primary Topic
Retinal Imaging and Analysis
Type
article
Field-Weighted Citation Impact
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OCT
article

DIAGNOSTIC PERFORMANCE OF MACHINE LEARNING TECHNOLOGY USING OPTICAL COHERENCE TOMOGRAPHIC IMAGE IN RETINAL DISEASES PRESENTED WITH SUBRETINAL FLUID

Pitchaya Wiratchotisatian, Sarun Paisarnsrisomsuk, Wipada Laovirojjanakul, Kwankhao Tangprasert et al.
Retina
Retinal Imaging and Analysis
article

DIAGNOSTIC PERFORMANCE OF MACHINE LEARNING TECHNOLOGY USING OPTICAL COHERENCE TOMOGRAPHIC IMAGE IN RETINAL DISEASES PRESENTED WITH SUBRETINAL FLUID

Pitchaya Wiratchotisatian, Sarun Paisarnsrisomsuk, Wipada Laovirojjanakul, Kwankhao Tangprasert, Panita Khakhai
article en

Abstract

The authors introduced a new aspect of developing a machine learning model to differentiate among three major retinal diseases presented with subretinal fluid from OCT images. The use of one-line across fovea OCT images combined with infrared photograph showed the highest diagnostic performance because of the possible imaging biomarkers.

RetinaVol. 46(3)
Khon Kaen University (TH), Eye Center (SA)
Openalex Percentile: Top 54%
Retinal Imaging and Analysis
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