Determining Optic Nerve Cupping Using Optical Coherence Tomography (OCT) Versus a New Electronic Mobile Device.

PURPOSE: We present a new device that may aid in glaucoma screening. The vertical cup-to-disc ratio (CDR) obtained from a new electronic mobile device (EMD) was compared with that obtained from a spectral-domain optical coherence tomography. In addition, results from examiner's evaluations were compared with the results mentioned above. METHODS: A single-masked study was performed to evaluate the CDR results from 110 eyes from 110 subjects whose ages ranged between 18 and 60 years (39±13 y old), of whom 66 (60%) were female individuals. Vertical CDR was analyzed 5 times with each device in a single visit and evaluated by 3 different ophthalmologists. The Spearman correlation test and Bland-Altman analysis were used to evaluate the correlation and agreement between methods. RESULTS: The CDR average using spectral-domain optical coherence tomography was 0.47±0.04, whereas the CDR average using EMD was 0.42±0.02. The clinical evaluation resulted in an average of 0.34±0.27. The Spearman test showed a strong correlation between vertical CDR obtained with both devices (r=0.8319; P<0.0001) and between EMD and the examiners (r=0.7156; P>0.001). Bland-Altman analysis showed good agreement between both devices as well as between EMD and the examiners (95% limits of agreement from -0.20 to 0.10 and from -0.15 to 0.30, respectively). CONCLUSIONS: We present a low-cost, reliable EMD that may serve as an alternative to subjectively measuring vertical CDR in face-to-face consultations and hence increase the general public's access to glaucoma screening. This may be especially useful for patients who live in remote areas.

Efficacy of a Deep Learning System for Detecting Glaucomatous Optic Neuropathy Based on Color Fundus Photographs.

PURPOSE: To assess the performance of a deep learning algorithm for detecting referable glaucomatous optic neuropathy (GON) based on color fundus photographs. DESIGN: A deep learning system for the classification of GON was developed for automated classification of GON on color fundus photographs. PARTICIPANTS: We retrospectively included 48 116 fundus photographs for the development and validation of a deep learning algorithm. METHODS: This study recruited 21 trained ophthalmologists to classify the photographs. Referable GON was defined as vertical cup-to-disc ratio of 0.7 or more and other typical changes of GON. The reference standard was made until 3 graders achieved agreement. A separate validation dataset of 8000 fully gradable fundus photographs was used to assess the performance of this algorithm. MAIN OUTCOME MEASURES: The area under receiver operator characteristic curve (AUC) with sensitivity and specificity was applied to evaluate the efficacy of the deep learning algorithm detecting referable GON. RESULTS: In the validation dataset, this deep learning system achieved an AUC of 0.986 with sensitivity of 95.6% and specificity of 92.0%. The most common reasons for false-negative grading (n = 87) were GON with coexisting eye conditions (n = 44 [50.6%]), including pathologic or high myopia (n = 37 [42.6%]), diabetic retinopathy (n = 4 [4.6%]), and age-related macular degeneration (n = 3 [3.4%]). The leading reason for false-positive results (n = 480) was having other eye conditions (n = 458 [95.4%]), mainly including physiologic cupping (n = 267 [55.6%]). Misclassification as false-positive results amidst a normal-appearing fundus occurred in only 22 eyes (4.6%). CONCLUSIONS: A deep learning system can detect referable GON with high sensitivity and specificity. Coexistence of high or pathologic myopia is the most common cause resulting in false-negative results. Physiologic cupping and pathologic myopia were the most common reasons for false-positive results.

Plusoptix photoscreening may replace cycloplegic examination in select pediatric ophthalmology patients.

PURPOSE: To determine whether children presenting to a pediatric ophthalmologist and found to have a normal Plusoptix photoscreener (PlusoptiX GmbH, Nuremberg, Germany) result, normal visual acuity (children age 3+), and normal alignment/motility receive additional benefit from a dilated fundus examination. METHODS: The medical records of all children seen at one pediatric ophthalmology practice between 2007 and 2010 who were coded as having had a photoscreening were retrospectively reviewed. Of the total number of records identified, one-half were selected randomly for review. Patients who underwent plusoptiX screening on the first visit were included. Patients with abnormal alignment and/or abnormal vision as well as those referred for examination as determined by a medical or ophthalmic condition that required a dilated fundus examination were excluded. RESULTS: Of 1,377 patients identified, 697 were selected randomly for record review. Of these, 451 had had an initial plusoptiX screening. A total of 222 had a normal result. Of the 190 patients analyzed, cycloplegic examination provided additional diagnostic information for only 4 children: 1 with nonvisually significant congenital cataract, 1 with refractive amblyopia from moderate astigmatism, 1 with moderate hyperopia who later was found to have accommodative esotropia, and 1 with increased cupping but normal IOP. CONCLUSIONS: A normal plusoptiX result, combined with normal alignment/motility evaluation and visual acuity was found to have a 98% negative predictive value for ophthalmic pathology, including significant refractive error. The plusoptiX and an abbreviated eye examination may obviate the need for dilation in select children.

Evaluation of optic nerve head using a newly developed stereo retinal imaging technique by glaucoma specialist and non-expert-certified orthoptist.

PURPOSE: To evaluate the reproducibility and interexaminer consistency in analyzing the optic disc parameters using a newly fundus stereoscopic camera, and their correlation with parameters of the Heidelberg Retina Tomograph II (HRT II) was also examined. METHODS: This study examined 53 eyes of 53 healthy volunteers (mean age, 21.8 y). Fifty-five eyes of 55 glaucoma patients (mean age, 59.3 y) were also involved. A Nonmyd WX retinal camera was used for stereoscopic fundus imaging. The diagnostic parameters for the optic nerve head analyses were examined under the following conditions: (1) the intraexaminer reproducibility was determined by a certified orthoptist (CO) with 1 year's experience, with the appropriate coefficient of variation in 8 healthy eyes; and (2) the interexaminer consistency of the diagnostic parameters by both glaucoma specialist and CO was examined in 45 healthy eyes and 55 glaucomatous eyes. By subgroup analysis, the healthy eyes were classified into 2 groups based on the degree of myopia, the optic disc of glaucomatous eye was classified into 4 types: focal ischemic, generalized enlargement, myopic, and senile sclerotic, and also classified into 3 stages (early, moderate, and severe) by Hodapp-Anderson-Parrish scale. (3) The correlation of parameters common to Nonmyd WX and HRT II was examined in 18 eyes of randomly selected patients. RESULTS: The results were as follows: (1) Mean coefficient of variation of 2.6% to 17.6%, with volume parameters considerably lower than the other parameters. (2) In both groups, a high or moderate degree of consistency was obtained (r=0.40 to 0.99; P=0.032 to <0.0001), except only the upper rim width in healthy subjects (r=0.28; P=0.137). In particular, good consistency was obtained in healthy eye with >-3 D of myopia, in glaucoma patients with the generalized type of optic disc and severe glaucomatous stage. (3) A strong correlation with HRT II was obtained only in the cup area and the disc area by both specialist and CO (r=0.75 to 0.90; P=0.0003 to <0.0001). CONCLUSIONS: Our studies indicated that most of the parameters were highly reproducible and consistent, and less difference was found between the results obtained by an experienced glaucoma specialist and a non-expert CO in patients with deep cupping and severe eye, but the examiner needs a clear understanding of the criteria for the rim and the cup.

Comparison of macular pigment in patients with age-related macular degeneration and healthy control subjects - a study using spectral fundus reflectance.

PURPOSE: Previous studies have reported an age-dependent decline of macular pigment optical density (MPOD) as well as a relative lack of MPOD in age-related macular degeneration (AMD). Results are, however, strongly dependent on the technique used. In this study, we investigated the age dependence of MPOD using spectral fundus reflectance. In addition, we hypothesized that patients with AMD have a reduced MPOD as compared to healthy controls. METHODS: A total of 85 healthy subjects and 96 patients with AMD were included in this study. The healthy control subjects showed a wide range of ages (mean, 51.6 years; range, 21-79years). Patients with AMD were significantly older (mean, 71.2 years; range, 50-89 years). Spectral fundus reflectance of the fovea was measured in a 2.3° detection field with a custom built fundus reflectometer. Calculation of MPOD was based on a previously published fundus reflectance model. RESULTS: Patients with AMD showed a reduced MPOD (0.35 ± 0.12) as compared to the healthy control group (0.39 ± 0.12, p = 0.013 between groups). No age dependence of MPOD (r = -0.14, p = 0.19) was found in the healthy control group. In the AMD group, however, MPOD declined with age (r = -0.24, p = 0.019). CONCLUSIONS: This study indicates that MPOD is reduced in patients with AMD. In addition, the data of this study indicate that MPOD is age dependent in AMD patients, but not in healthy controls. Taken together with data indicating that lutein supplementation increases MPOD, this provides a rationale for supplementation of the macular pigments in patients with AMD, although long-term clinical outcome data are lacking.

Assessment of change of optic nerve head cupping in pediatric glaucoma using the RetCam 120.

PURPOSE: To ascertain the interobserver agreement among various specialists when analyzing images of the optic nerve head taken with the RetCam 120 (Clarity Medical Systems, Inc., Pleasanton, CA) for assessing the progression of optic disk cupping in pediatric glaucoma. METHODS: Five observers compared pairs of RetCam 120 two-dimensional photographs from 64 eyes to identify whether or not changes in the optic disk had occurred. Observers included a pediatric glaucoma specialist, pediatric neurophthalmologist, strabismologist, pediatric ophthalmic imaging specialist, and pediatric ophthalmology fellow. Each was masked to the patient identity and clinical course. For each patient, the observers reviewed the photographs taken prior to therapy and at a minimum of 6 months following initiation of therapy. Interobserver variability was calculated and analysis conducted to identify influential variables. RESULTS: Poor agreement was noted between the observers. No significant association was obtained between agreement level and variables affecting photographic quality: variability of contrast and illumination, exposure and magnification, image clarity, presence of fluorescein on the cornea, and pixelation of the image with poor resolution. Raters noted problems with these image variables in 75.6% of the observations. The Kappa statistic obtained was kappa = 0.29 with overall proportion of agreement of p = 0.69, suggesting a fair agreement but not a moderate agreement. CONCLUSIONS: Comparison of RetCam 120 pediatric optic nerve head photographs, when performed subjectively by observers with different perspectives, and in isolation from clinical information, may not be a reliable indicator of cupping change. In addition, variations in image contrast, luminance, color, and pixelation pose significant challenges to agreement between observers. Comparison of RetCam 120 images should not be considered the sole criterion for monitoring pediatric glaucoma.