Kiuchi Yoshiaki

Validation of a Deep Learning Model to Screen for Glaucoma Using Images from Different Fundus Cameras and Data Augmentation.

The previously developed deep residual learning algorithm achieved high diagnostic performance with different fundus cameras across multiple institutes, in particular when image augmentation was used.

Effects of Study Population, Labeling and Training on Glaucoma Detection Using Deep Learning Algorithms.

Deep learning glaucoma detection can achieve high accuracy across diverse datasets with appropriate training strategies.

Comparison of the Intraocular Pressure Measured Using the New Rebound Tonometer Icare ic100 and Icare TA01i or Goldmann Applanation Tonometer.

The new rebound tonometer Icare ic100 almost constantly showed IOPs lower than GAT. The difference was affected by CCT, corneal curvature, and disease.

The Relationship Between Corvis ST Tonometry Parameters and Ocular Response Analyzer Corneal Hysteresis.

CST parameters are significant, but weakly or moderately, related to ORA measured CH.

Association between Corneal Biomechanical Properties with Ocular Response Analyzer and Also CorvisST Tonometry, and Glaucomatous Visual Field Severity.

Glaucomatous VF severity was best described by both ORA and CST parameters.

Effectiveness of trabeculectomy with mitomycin C for glaucomatous eyes with low intraocular pressure on treatment eye drops.

This study showed that trabeculectomy with mitomycin C is an effective procedure with few surgical complications for reducing IOP in patients, even if preoperative IOP was within the normal range.

Repeatability of the Novel Intraocular Pressure Measurement From Corvis ST.

The bIOP showed a better prevision and repeatability for IOP measurement.

The Relationship between the Waveform Parameters from the Ocular Response Analyzer and the Progression of Glaucoma.

Ocular Response Analyzer waveform parameters were correlated significantly with glaucomatous VF progression and showed a stronger than correlation with VF progression than CH.

Association of the CYP39A1 G204E Genetic Variant with Increased Risk of Glaucoma and Blindness in Patients with Exfoliation Syndrome.

Patients with XFS carrying the CYP39A1 G204E mutation had significantly increased risk of blindness, higher occurrence of XFG, and more severe glaucoma compared with patients with XFS without any CYP39A1 mutation.

The Relationship Between Corneal Hysteresis and Progression of Glaucoma After Trabeculectomy.

CH is a useful measure in the management of glaucoma after trabeculectomy.

Evaluation of Automatic Monitoring of Instillation Adherence Using Eye Dropper Bottle Sensor and Deep Learning in Patients With Glaucoma.

The eye dropper bottle sensor system developed by us can be used for automatic monitoring of instillation adherence in patients with glaucoma.

Development of a Novel Corneal Concavity Shape Parameter and Its Association with Glaucomatous Visual Field Progression.

A novel corneal concavity shape parameter, CSI, was closely related to glaucomatous VF progression.

Iris Thickness and Severity of Neovascular Glaucoma Determined Using Swept-Source Anterior-segment Optical Coherence Tomography.

IT decreases with the progression of the NVG stage and is thinnest in 360-degree AC-NVG patients. Our study suggests a new morphologic feature of NVG.

Prevalence of Normal-Tension Glaucoma in Patients With Primary Aldosteronism.

There was an 11.8% prevalence of NTG in PA patients, with these patients at an elevated risk of NTG, which was not mediated by blood pressure.

Comment on Cataract Surgery and Rate of Visual Field Progression in Primary Open-Angle Glaucoma.

Outcomes of Wider Area Bleb Revision Using Bleb Knife With Adjunctive Mitomycin C.

Wider area bleb revision using bleb knife with adjunctive MMC had a good success rate, according to strict success criteria, except in patients with NVG.

Glaucoma Implant Tube Lumen Obstruction Visualized Using Anterior Segment Optical Coherence Tomography.

We then refixed the tube at the same place and achieved good IOP control after the surgery. Our findings indicate that ASOCT is useful for diagnosing glaucoma implant tube lumen obstruction and surgical decision-making.

Usefulness of Eye Deformation in the Corvis ST Measurement to Predict Postoperative Hypotony Complications in Glaucoma.

A careful attention should be paid to the occurrence of hypotony maculopathy with male gender and greater highest concavity deflection Amplitude despite higher preoperative GAT IOP.

Usefulness of Intraocular Pressure With the Ocular Response Analyzer to Predict Postoperative Hypotony Complications in Glaucoma.

Higher preoperative IOPcc and pseudophakia were significant predictors of the occurrence of hypotony complications.

Aqueous Flare Changes in Ex-PRESS Glaucoma Shunt Eyes After 4.7 Tesla High-Field Magnetic Resonance Imaging.

Our results indicate that high-field MRI can be performed relatively safely after Ex-PRESS shunt surgery.

One-Year Outcomes of Gonio Scratch as a Minimally Invasive Glaucoma Surgery With Cataract Removal.

GS-Phaco achieved sustained IOP reduction and a decrease in medication use at 12 months postoperatively in patients with open angle glaucoma and cataracts.

Usefulness of Measuring Corneal Stiffness in Predicting the Reduction of Intraocular Pressure With Microhook Ab Interno Trabeculotomy.

ORA and Corvis ST measurements suggested that stiff cornea was a risk factor for high postoperative GAT-IOP after TLO, in addition to preoperative high Hb, high CRP, and the use of brimonidine tartrate.

Using artificial intelligence to improve human performance: efficient retinal disease detection training with synthetic images.

Synthetic images can be used effectively in medical education. We also found that humans are more robust to novel situations than AI models, thus showcasing human judgement's essential role in medical diagnosis.

A Pilot Evaluation Assessing the Ease of Use and Accuracy of the New Self/Home-Tonometer IcareHOME in Healthy Young Subjects.

The IcareHOME can be used as a self/home-tonometer; however, it may result in lower IOP values.

Intraocular Pressure Outcomes and Risk Factors for Failure in the Collaborative Bleb-Related Infection Incidence and Treatment Study.

Trabeculectomy with mitomycin C is an effective and safe procedure for reducing IOP in the CBIITS.

Intradevice and Interdevice Agreement Between a Rebound Tonometer, Icare PRO, and the Tonopen XL and Kowa Hand-held Applanation Tonometer When Used in the Sitting and Supine Position.

The repeatability of Icare PRO was slightly lower in the supine position than in the sitting position.

Hypotony maculopathy obtained by retro-mode retinal imaging.