Miki Atsuya

Using Deep Learning and Transfer Learning to Accurately Diagnose Early-Onset Glaucoma From Macular Optical Coherence Tomography Images.

A DL model for glaucoma using spectral-domain OCT offers a substantive increase in diagnostic performance.

Investigating the usefulness of a cluster-based trend analysis to detect visual field progression in patients with open-angle glaucoma.

Cluster-based trend analysis and mTD trend analysis results were significantly associated in all clusters and with all lengths of VF series.

Predicting the Glaucomatous Central 10-Degree Visual Field From Optical Coherence Tomography Using Deep Learning and Tensor Regression.

The Humphrey 10-2 VF can be predicted from OCT-measured retinal layer thicknesses using deep learning and tensor regression.

Prevalence and Associated Factors of Segmentation Errors in the Peripapillary Retinal Nerve Fiber Layer and Macular Ganglion Cell Complex in Spectral-domain Optical Coherence Tomography Images.

Although segmentation failure was common in both RNFL and GCC scans, it was less frequently observed in GCC scans.

Predicting 10-2 Visual Field From Optical Coherence Tomography in Glaucoma Using Deep Learning Corrected With 24-2/30-2 Visual Field.

The performance of a DL model to predict 10-2 VF from macular OCT was improved by the correction with HFA 24-2/30-2.

Validating Variational Bayes Linear Regression Method With Multi-Central Datasets.

VBLR outperformed OLSLR to predict future VF progression, and the VBLR has a potential to be a helpful tool at clinical settings.

Dynamic Scheimpflug Ocular Biomechanical Parameters in Untreated Primary Open Angle Glaucoma Eyes.

Untreated normal tension glaucoma eyes were more compliant than healthy eyes.

Dynamic Scheimpflug Ocular Biomechanical Parameters in Healthy and Medically Controlled Glaucoma Eyes.

Eyes with medically controlled glaucoma were more deformable than healthy eyes, which may increase the risk of optic nerve damage through an underestimation of IOP and biomechanical vulnerability of the globe.

Deep Optic Nerve Head Structures Associated With Increasing Axial Length in Healthy Myopic Eyes of Moderate Axial Length.

A greater misalignment between BMO and ASCO planes, thinner choroid, a more posteriorly bowed PPS, an enlargement of ASCO, and thicker cpRNFLT were each associated with longer AXL.

Cross-Sectional Imaging Analysis of Epiretinal Membrane Involvement in Unilateral Open-Angle Glaucoma Severity.

The presence of an ERM can be a potential risk factor for unilateral severity in eyes with POAG.

Biomechanical Glaucoma Factor and Corneal Hysteresis in Treated Primary Open-Angle Glaucoma and Their Associations With Visual Field Progression.

CH, but not BGF, was associated with VF progression in POAG patients under treatment. BGF was not useful to discriminate POAG between treated and normal eyes.

En Face Optical Coherence Tomography Imaging of Beta and Gamma Parapapillary Atrophy in High Myopia.

The OCT-defined beta zone was associated with glaucoma and axial length, whereas the gamma zone was correlated with axial length but not with glaucoma, in highly myopic eyes.

Comparing Surgical Outcomes in Neovascular Glaucoma between Tube and Trabeculectomy: A Multicenter Study.

Baerveldt glaucoma implant surgery had a higher success rate compared with trabeculectomy in patients with NVG for a target IOP < 21 mmHg or < 17 mmHg.

Effects of ocular and systemic factors on the progression of glaucomatous visual field damage in various sectors.

Smoking status is related to glaucomatous VF progression in all sectors of the inferior hemifield.

Association of Bergmeister Papilla and Deep Optic Nerve Head Structures With Prelaminar Schisis of Normal and Glaucomatous Eyes.

The severity of PLS was strongly associated with the presence of Bergmeister papilla, suggesting a traction-related phenomenon.

Evaluating Visual Field Progression in Advanced Glaucoma Using Trend Analysis of Targeted Mean Total Deviation.

Undetectable locations in eyes with severe glaucoma may underestimate the rates of VF progression.

Effect of Prostaglandin Analogues on Corneal Biomechanical Parameters Measured With a Dynamic Scheimpflug Analyzer.

Topical PGAs resulted in greater corneal compliance, suggesting that the changes in the corneal biomechanical properties may lead to overestimation of the intraocular pressure-lowering effects.

Early Three-Dimensional Intrableb Structural Changes in Primary-Open Angle Glaucoma and Exfoliation Glaucoma After Ex-PRESS Surgery.

Fluid-filled spaces were smaller in XFG than in POAG after Ex-PRESS surgery.

Effects of optic nerve head structures on retinal nerve fiber layer defects in primary open angle glaucoma eyes. Analyses using ROTA.

The ROTA-detected extent of axonal damage was associated with ONH structural change represented by gamma zone area in POAG eyes after adjustment for other possible confounding factors.

Treatment Outcomes and Prognostic Factors of Selective Laser Trabeculoplasty for Open-angle Glaucoma Receiving Maximal-tolerable Medical Therapy.

One-year efficacy of SLT in controlling IOP was very limited in patients with maximal-tolerable medical therapy. Types of glaucoma and preoperative IOP were significant prognostic factors for treatment success.

Evaluation of Glaucoma Progression in Large-Scale Clinical Data: The Japanese Archive of Multicentral Databases in Glaucoma (JAMDIG).

Age and the degree of VF damage were related to future progression.

The African Descent and Glaucoma Evaluation Study (ADAGES): predictors of visual field damage in glaucoma suspects.

In this cohort of glaucoma suspects with similar access to treatment, multivariate analysis revealed that at higher mean IOP during follow-up, individuals of African descent were more likely to develop VF damage than individuals of…