スウェプトソース網膜断層撮影による健常小児の脈絡膜厚・体積の測定

広島大学(Hiroshima University)博士(医学)Doctor of Philosophy in Medical Sciencedoctora

Accuracy of deep learning, a machine learning technology, using ultra-wide-field fundus ophthalmoscopy for detecting idiopathic macular holes

We aimed to investigate the detection of idiopathic macular holes (MHs) using ultra-wide-field fundus images (Optos) with deep learning, which is a machine learning technology. The study included 910 Optos color images (715 normal images, 195 MH images). Of these 910 images, 637 were learning images (501 normal images, 136 MH images) and 273 were test images (214 normal images and 59 MH images). We conducted training with a deep convolutional neural network (CNN) using the images and constructed a deep-learning model. The CNN exhibited high sensitivity of 100% (95% confidence interval CI [93.5–100%]) and high specificity of 99.5% (95% CI [97.1–99.9%]). The area under the curve was 0.9993 (95% CI [0.9993–0.9994]). Our findings suggest that MHs could be diagnosed using an approach involving wide angle camera images and deep learning

Efficacy of combined photodynamic therapy and sub-Tenon’s capsule injection of triamcinolone acetonide for age-related macular degeneration

Purpose : To evaluate the efficacy of combined photodynamic therapy (PDT) and sub-Tenon’s capsule injection of triamcinolone acetonide (TA) for the treatment of choroidal neovascularization (CNV) in age-related macular degeneration (AMD) at 1-year follow-up. Methods : A total of 117 eyes with subfoveal CNV caused by AMD were included. Sixty-eight eyes were treated with combined PDT and sub-tenon injection of 20 mg TA and compared with a control group of 49 eyes treated with PDT alone. All patients completed 1 year follow-up. The main outcome measures were best-corrected visual acuity (BCVA) and retreatment frequency. Results : There were no significant differences in age, sex, VA, lesion type, and greatest linear dimension between the two groups at baseline. BCVA analysis showed statistically no significant differences between the two groups. The PDT+TA group required a lower mean number of treatments (1.38 versus 1.67, P=0.032). Conclusion : Our study confirms that sub-Tenon’s capsule injection of TA with PDT significantly reduces the retreatment frequency of PDT

Correlation between optic nerve head circulation and visual function before and after anti-VEGF therapy for central retinal vein occlusion : prospective, interventional case series

Background: To determine the correlation between the optic nerve head (ONH) circulation determined by laser speckle flowgraphy and the best-corrected visual acuity or retinal sensitivity before and after intravitreal bevacizumab or ranibizumab for central retinal vein occlusion. Methods: Thirty-one eyes of 31 patients were treated with intravitreal bevacizumab or ranibizumab for macular edema due to a central retinal vein occlusion. The blood flow in the large vessels on the ONH, the best-corrected visual acuity, and retinal sensitivity were measured at the baseline, and at 1, 3, and 6 months after treatment. The arteriovenous passage time on fluorescein angiography was determined. The venous tortuosity index was calculated on color fundus photograph by dividing the length of the tortuous retinal vein by the chord length of the same segment. The blood flow was represented by the mean blur rate (MBR) determined by laser speckle flowgraphy. To exclude the influence of systemic circulation and blood flow in the ONH tissue, the corrected MBR was calculated as MBR of ONH vessel area – MBR of ONH tissue area in the affected eye divided by the vascular MBR – tissue MBR in the unaffected eye. Pearson’s correlation tests were used to determine the significance of correlations between the MBR and the best-corrected visual acuity, retinal sensitivity, arteriovenous passage time, or venous tortuosity index. Results: At the baseline, the corrected MBR was significantly correlated with the arteriovenous passage time and venous tortuosity index (r = -0.807, P < 0.001; r = -0.716, P < 0.001; respectively). The corrected MBR was significantly correlated with the best-corrected visual acuity and retinal sensitivity at the baseline, and at 1, 3, and 6 months (all P < 0.050). The corrected MBR at the baseline was significantly correlated with the best-corrected visual acuity at 6 months (r = -0.651, P < 0.001) and retinal sensitivity at 6 months (r = 0.485, P = 0.005). Conclusions: The pre-treatment blood flow velocity of ONH can be used as a predictive factor for the best-corrected visual acuity and retinal sensitivity after anti-VEGF therapy for central retinal vein occlusion. Trial registration: Trial Registration number: UMIN000009072. Date of registration: 10/15/2012

Choroidal Changes After Coffee Intake

PURPOSE. The effects of coffee intake on the ratio of stromal and luminal components in the choroid and the underlying mechanism remain unclear. This prospective cross-sectional study aimed to explore how coffee intake affects the choroidal component ratio and circulation. METHODS. Forty-nine right eyes of healthy adult volunteers were evaluated as the coffee intake group. Thirty-two right eyes of healthy volunteers served as the control group. The participants consumed 185 mL of coffee or water, respectively, and the systemic hemodynamics, enhanced-depth imaging optical coherence tomographic (EDI-OCT) images, and foveal mean blur rate (MBR), an indicator of blood flow velocity, were recorded at baseline and after coffee or water intake. The EDI-OCT images were binarized using ImageJ software, and subfoveal choroidal thickness (SCT) and whole, luminal, and stromal choroidal areas were calculated. RESULTS. In the coffee intake group, significant decreases in SCT and luminal area peaked at 60 minutes after intake (both P < 0.001), whereas a significant increase in MBR peaked at 30 minutes (P < 0.001). No significant stromal area fluctuations were observed. SCT and luminal area fluctuations exhibited a significant positive correlation (r = 0.978, P < 0.001). Significant negative correlations of luminal area fluctuations with MBR fluctuations were observed by stepwise regression analysis (r = –0.220, P < 0.001). The control group exhibited no significant fluctuations. CONCLUSIONS. Coffee-induced choroidal thinning may result mainly from a reduction in the choroidal vessel lumen, and this vessel lumen reduction correlated with an increased choroidal blood flow velocity after coffee intake. These coffee-induced changes in choroidal component ratio and circulation should be considered when evaluating choroids

Accuracy of ultrawide-field fundus ophthalmoscopy-assisted deep learning for detecting treatment-naïve proliferative diabetic retinopathy

Purpose We investigated using ultrawide-field fundus images with a deep convolutional neural network (DCNN), which is a machine learning technology, to detect treatment-naïve proliferative diabetic retinopathy (PDR). Methods We conducted training with the DCNN using 378 photographic images (132 PDR and 246 non-PDR) and constructed a deep learning model. The area under the curve (AUC), sensitivity, and specificity were examined. Result The constructed deep learning model demonstrated a high sensitivity of 94.7% and a high specificity of 97.2%, with an AUC of 0.969. Conclusion Our findings suggested that PDR could be diagnosed using wide-angle camera images and deep learning

Efficacy of the Quickert procedure for involutional entropion : the first case series in Asia

Purpose : To report the efficacy of the Quickert procedure in the first case series of involutional entropion in an elderly Asian population, and to introduce the technique to Asian ophthalmologists including general ophthalmologisits and ophthalmic trainees. Methods : We conducted a retrospective review of 13 consecutive patients underwent the Quickert procedure for involutional entropion by occasional eyelid surgeons at Tokushima University Hospital or Mino Tanaka Hospital from September 2003 to April 2010. Demographic data, including gender, age, history of previous eyelid surgery, systemic disease, recurrence of entropion, postoperative complications, and symptoms were analyzed. Results : There were 5 male (38.5%) and 8 female (61.5%) subjects with a mean age of 77.8 years. Three patients underwent previous surgery for entropion were included. Entropion was rectified in all patients by a single Quickert procedure, and no recurrence was observed for a maximum of 89 months after the surgery. Although notching of the eyelid margin and mild symblepharon were observed in one patient, no symptoms associated with these complications were reported. Conclusion : The Quickert procedure can be one of the surgical procedures of choice for involutional entropion and should be common surgical approach for occasional eyelid surgeons in Asia as well as in western countries

Efficacy of intravitreal bevacizumab (AvastinTM) for short-term treatment of diabetic macular edema

Purpose : To report the efficacy of intravitreal injections of bevacizumab for diabetic macular edema (DME) in the short-term. Design : Retrospective, noncomparative, interventional case series.Methods : Medical records of 20 eyes of 19 patients who underwent intravitreal injections of bevacizumab for persistent diabetic macular edema were reviewed retrospectively. All eyes received intravitreal injections of bevacizumab (1.25 mg/ 0.05 ml). The clinical course of best-corrected visual acuity (BCVA) using a logarithm of the minimum angle of resolution chart, and averaged foveal retinal thickness using an optical coherence tomography (OCT) were monitored for up to four weeks after the injection. Results : BCVA at one week improved by two lines or more in six eyes (30%) and in nine eyes (45%) at four weeks. However, no significant improvement in the mean BCVA from baseline was observed at one week (P>0.05) and four weeks (P>0.05). Mean retinal thicknesses (RT) were 411±170μm at baseline, 349±102μm at one week after the injection (P0.05). One week after the injection, significant regression of macular edema was seen. However, recurrence occurred at four weeks. No complications such as severe vision loss, endophthalmitis, or systemic events developed. Conclusion : No changes in BCVA and RT were observed in the short-term observation after the intravitreal injection of bevacizumab for DME

Efficacy of the Quickert procedure for involutional entropion : the first case series in Asia

Purpose : To report the efficacy of the Quickert procedure in the first case series of involutional entropion in an elderly Asian population, and to introduce the technique to Asian ophthalmologists including general ophthalmologisits and ophthalmic trainees. Methods : We conducted a retrospective review of 13 consecutive patients underwent the Quickert procedure for involutional entropion by occasional eyelid surgeons at Tokushima University Hospital or Mino Tanaka Hospital from September 2003 to April 2010. Demographic data, including gender, age, history of previous eyelid surgery, systemic disease, recurrence of entropion, postoperative complications, and symptoms were analyzed. Results : There were 5 male (38.5%) and 8 female (61.5%) subjects with a mean age of 77.8 years. Three patients underwent previous surgery for entropion were included. Entropion was rectified in all patients by a single Quickert procedure, and no recurrence was observed for a maximum of 89 months after the surgery. Although notching of the eyelid margin and mild symblepharon were observed in one patient, no symptoms associated with these complications were reported. Conclusion : The Quickert procedure can be one of the surgical procedures of choice for involutional entropion and should be common surgical approach for occasional eyelid surgeons in Asia as well as in western countries