Taeyoon Son
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View article: Clinical Applications of Artificial Intelligence in Uveal Melanoma
Clinical Applications of Artificial Intelligence in Uveal Melanoma Open
Despite major advances in ocular oncology, early diagnosis and risk stratification of uveal melanoma (UM) remain complicated, particularly in cases involving small or indeterminate lesions. These challenges are exacerbated by limited acces…
View article: OCTA-ReVA <sup>+</sup> <sup>AV</sup> : an open-source toolbox for retinal artery–vein segmentation and analysis in OCT angiography
OCTA-ReVA <sup>+</sup> <sup>AV</sup> : an open-source toolbox for retinal artery–vein segmentation and analysis in OCT angiography Open
Optical coherence tomography angiography (OCTA) is a pivotal imaging modality for non-invasive visualization of the retinal microvasculature, but current clinical OCTA systems lack the capability to segment and quantify vascular features s…
View article: OCTA-ReVA+AV: an open-source toolbox for retinal artery–vein segmentation and analysis in OCT angiography
OCTA-ReVA+AV: an open-source toolbox for retinal artery–vein segmentation and analysis in OCT angiography Open
Optical coherence tomography angiography (OCTA) is a pivotal imaging modality for non-invasive visualization of the retinal microvasculature, but current clinical OCTA systems lack the capability to segment and quantify vascular features s…
View article: OCTA-ReVA+AV: an open-source toolbox for retinal artery–vein segmentation and analysis in OCT angiography
OCTA-ReVA+AV: an open-source toolbox for retinal artery–vein segmentation and analysis in OCT angiography Open
Optical coherence tomography angiography (OCTA) is a pivotal imaging modality for non-invasive visualization of the retinal microvasculature, but current clinical OCTA systems lack the capability to segment and quantify vascular features s…
View article: Quantitative optical coherence tomography angiography biomarkers of the choriocapillaris for objective detection of early diabetic retinopathy
Quantitative optical coherence tomography angiography biomarkers of the choriocapillaris for objective detection of early diabetic retinopathy Open
PURPOSE: To evaluate quantitative optical coherence tomography (OCT) angiography (OCTA) biomarkers from the choriocapillaris (CC) for detecting early microvascular changes associated with diabetic retinopathy (DR). MATERIALS AND METHODS: I…
View article: Artificial intelligence in the diagnosis of uveal melanoma: advances and applications
Artificial intelligence in the diagnosis of uveal melanoma: advances and applications Open
Advancements in machine learning and deep learning have the potential to revolutionize the diagnosis of melanocytic choroidal tumors, including uveal melanoma, a potentially life-threatening eye cancer. Traditional machine learning methods…
View article: Polarization optical coherence tomography optoretinography: verifying light-induced photoreceptor outer segment shrinkage and subretinal space expansion
Polarization optical coherence tomography optoretinography: verifying light-induced photoreceptor outer segment shrinkage and subretinal space expansion Open
Parallel-polarization OCT provides a reliable method for identifying the IS/OS junction and OS tip, confirming light-induced photoreceptor OS shrinkage and subretinal space expansion.
View article: Doppler OCT Verifies Pulsation-Induced Anisotropic Vessel Lumen Dynamics in the Human Retina
Doppler OCT Verifies Pulsation-Induced Anisotropic Vessel Lumen Dynamics in the Human Retina Open
This study verifies anisotropic vessel pulsatility in human retinas. Doppler Optical Coherence Tomography (OCT) was utilized for dynamic monitoring of peripapillary vessel lumen dynamics. Quantitative analysis consistently revealed larger …
View article: High dynamic range widefield fundus photography with transcranial illumination: a contrast agent-free method for non-mydriatic choroidal imaging
High dynamic range widefield fundus photography with transcranial illumination: a contrast agent-free method for non-mydriatic choroidal imaging Open
The choroid, a critical vascular layer beneath the retina, is essential for maintaining retinal function and monitoring chorioretinal disorders. Existing imaging methods, such as indocyanine green angiography (ICGA) and optical coherence t…
View article: Affordable ultra-widefield smartphone PedCam for comprehensive pediatric retinal examination
Affordable ultra-widefield smartphone PedCam for comprehensive pediatric retinal examination Open
Widefield fundus photography is critical for the detection, documentation, and management of pediatric eye diseases. Existing clinical pediatric fundus cameras offer a limited field of view (FOV) and suboptimal image contrast, hindering co…
View article: OCTA-ReVA: an open-source toolbox for comprehensive retinal vessel feature analysis in optical coherence tomography angiography
OCTA-ReVA: an open-source toolbox for comprehensive retinal vessel feature analysis in optical coherence tomography angiography Open
Optical coherence tomography angiography (OCTA) has significantly advanced the study and diagnosis of eye diseases. However, current clinical OCTA systems and software tools lack comprehensive quantitative analysis capabilities, limiting t…
View article: Polarization OCT optoretinography: verifying light-induced photoreceptor outer segment shrinkage and subretinal space expansion
Polarization OCT optoretinography: verifying light-induced photoreceptor outer segment shrinkage and subretinal space expansion Open
Stimulus-evoked intrinsic optical signal (IOS) changes in retinal photoreceptors play a critical role in functional optoretinography (ORG). However, conflicting results regarding light-induced photoreceptor outer segment (OS) elongation an…
View article: Affordable ultra-widefield smartphone PedCam for comprehensive pediatric retinal examination
Affordable ultra-widefield smartphone PedCam for comprehensive pediatric retinal examination Open
Widefield fundus photography is critical for the detection, documentation, and management of pediatric eye diseases. Existing clinical pediatric fundus cameras offer a limited field of view (FOV) and suboptimal image contrast, hindering co…
View article: Affordable ultra-widefield smartphone PedCam for comprehensive pediatric retinal examination
Affordable ultra-widefield smartphone PedCam for comprehensive pediatric retinal examination Open
Widefield fundus photography is critical for the detection, documentation, and management of pediatric eye diseases. Existing clinical pediatric fundus cameras offer a limited field of view (FOV) and suboptimal image contrast, hindering co…
View article: Polarization-resolved analysis of outer retinal bands: investigating ballistic and multiply scattered photons using full-field swept-source optical coherence tomography
Polarization-resolved analysis of outer retinal bands: investigating ballistic and multiply scattered photons using full-field swept-source optical coherence tomography Open
Precise interpretation of the anatomical origins of outer retinal optical coherence tomography (OCT) presents technical challenges owing to the delicate nature of the retina. To address this challenge, our study introduces a novel polariza…
View article: Assessing spectral effectiveness in color fundus photography for deep learning classification of retinopathy of prematurity
Assessing spectral effectiveness in color fundus photography for deep learning classification of retinopathy of prematurity Open
This study reveals that the classification of ROP stages can be effectively achieved using either the green or red image alone. This finding enables the exclusion of blue images, acknowledged for their increased susceptibility to light tox…
View article: OCTA-ReVA: Comprehensive open-source tool for retinal vessel analysis in OCTA
OCTA-ReVA: Comprehensive open-source tool for retinal vessel analysis in OCTA Open
Optical Coherence Tomography Angiography (OCTA) has significantly advanced the study and diagnosis of eye diseases by offering non-invasive, detailed 3D imagery of retinal blood vessels. Yet, the quantitative analysis capabilities of exist…
View article: Multispectral Fundus Photography of Choroidal Nevi With Trans-Palpebral Illumination
Multispectral Fundus Photography of Choroidal Nevi With Trans-Palpebral Illumination Open
Multispectral fundus imaging with trans-palpebral illumination improves choroidal nevi visibility and accurately measures basal diameter, promising to enhance clinical practices in screening, diagnosis, and monitoring of choroidal nevi.
View article: Polarization-Resolved Analysis of Outer Retinal Bands: Investigating Ballistic and Multiply Scattered Photons using FF-OCT
Polarization-Resolved Analysis of Outer Retinal Bands: Investigating Ballistic and Multiply Scattered Photons using FF-OCT Open
Precise interpretation of the anatomical origins of outer retinal optical coherence tomography (OCT) presents technical challenges owing to the delicate nature of the retina. To address this challenge, our study introduces a novel polariza…
View article: Polarization-Resolved Analysis of Outer Retinal Bands: Investigating Ballistic and Multiply Scattered Photons using FF-OCT
Polarization-Resolved Analysis of Outer Retinal Bands: Investigating Ballistic and Multiply Scattered Photons using FF-OCT Open
Precise interpretation of the anatomical origins of outer retinal optical coherence tomography (OCT) presents technical challenges owing to the delicate nature of the retina. To address this challenge, our study introduces a novel polariza…
View article: Integrating a Fundus Camera with High-Frequency Ultrasound for Precise Ocular Lesion Assessment
Integrating a Fundus Camera with High-Frequency Ultrasound for Precise Ocular Lesion Assessment Open
Ultrasound A-scan is an important tool for quantitative assessment of ocular lesions. However, its usability is limited by the difficulty of accurately localizing the ultrasound probe to a lesion of interest. In this study, a transparent L…
View article: Deep learning-based optical coherence tomography angiography image construction using spatial vascular connectivity network
Deep learning-based optical coherence tomography angiography image construction using spatial vascular connectivity network Open
Optical coherence tomography angiography (OCTA) provides unrivaled capability for depth-resolved visualization of retinal vasculature at the microcapillary level resolution. For OCTA image construction, repeated OCT scans from one location…
View article: Integrating a Fundus Camera with High Frequency Ultrasound for Precise Ocular Lesion Assessment
Integrating a Fundus Camera with High Frequency Ultrasound for Precise Ocular Lesion Assessment Open
Ultrasound A-scan is an important tool for quantitative assessment of ocular lesions. However, its usability is limited by difficulty to accurately localize the ultrasound probe to a lesion of interest. In this study, a transparent LiNbO3 …
View article: Multispectral Fundus Photography of Choroidal Nevi with Trans-Palpebral Illumination
Multispectral Fundus Photography of Choroidal Nevi with Trans-Palpebral Illumination Open
Purpose To investigate the spectral characteristics of choroidal nevi and assess the feasibility of quantifying the basal diameter of choroidal nevi using multispectral fundus images captured with trans-palpebral illumination. Methods The …
View article: Assessing Spectral Effectiveness in Color Fundus Photography for Deep Learning Classification of Retinopathy of Prematurity
Assessing Spectral Effectiveness in Color Fundus Photography for Deep Learning Classification of Retinopathy of Prematurity Open
The purpose of this study is to investigate spectral effectiveness, i.e., the effects of color channels, in fundus photography on deep learning classification of retinopathy of prematurity (ROP). A convolutional neural network (CNN) end-to…
View article: Assessing Spectral Effectiveness in Color Fundus Photography for Deep Learning Classification of Retinopathy of Prematurity
Assessing Spectral Effectiveness in Color Fundus Photography for Deep Learning Classification of Retinopathy of Prematurity Open
The purpose of this study is to investigate spectral effectiveness, i.e., the effects of color channels, in fundus photography on deep learning classification of retinopathy of prematurity (ROP). A convolutional neural network (CNN) end-to…
View article: Adaptive vessel tracing and segmentation in OCT enables the robust detection of wall-to-lumen ratio abnormalities in 5xFAD mice
Adaptive vessel tracing and segmentation in OCT enables the robust detection of wall-to-lumen ratio abnormalities in 5xFAD mice Open
The wall-to-lumen ratio (WLR) of retinal blood vessels promises a sensitive marker for the physiological assessment of eye conditions. However, in vivo measurement of vessel wall thickness and lumen diameter is still technically challengin…