Automated detection of foveal center in SD-OCT images using the saliency of retinal thickness maps

2017 ◽  
Vol 44 (12) ◽  
pp. 6390-6403 ◽  
Author(s):  
Sijie Niu ◽  
Qiang Chen ◽  
Luis de Sisternes ◽  
Theodore Leng ◽  
Daniel L. Rubin
2012 ◽  
Vol 43 (6) ◽  
pp. S32-S37 ◽  
Author(s):  
Fenghua Wang ◽  
Giovanni Gregori ◽  
Philip J. Rosenfeld ◽  
Brandon J. Lujan ◽  
Mary K. Durbin ◽  
...  

Diagnostics ◽  
2021 ◽  
Vol 11 (7) ◽  
pp. 1145
Author(s):  
Magdalena Kal ◽  
Izabela Chojnowska-Ćwiąkała ◽  
Mateusz Winiarczyk ◽  
Monika Jasielska ◽  
Jerzy Mackiewicz

Background: The aim of this study was to evaluate the quantitative morphological changes in lamellar macular holes (LMHs) based on SD-OCT examinations and to assess the correlations among minimal retinal thickness (MRT), reading vision (RV), and best corrected visual acuity (BCVA) over a 36-month follow-up period. Methods: A group of 40 patients (44 eyes) with LMH was evaluated, with an average age of 69.87 (SD = 10.14). The quantitative parameters monitored in the follow-up period (at 0, 3, 6, 12, 18, 24, 30, and 36 months) were tested for normality of distribution by Shapiro–Wilk and Kolmogorov–Smirnov tests. Results: The RV and BCVA values were stable, and no significant changes were found at any of the check-ups during the 36-month follow-up period (BCVA p = 0.435 and RV p = 0.0999). The analysis of individual quantitative LMH parameters during the 36-month follow-up period did not demonstrate statistically significant differences: MRT (p = 0.461), Max RT temporal (p = 0.051), Max RT nasal (p = 0.364), inner diameter (ID) (p = 0.089), and outer diameter (OD) (p = 0.985). Conclusions: The observations at 0, 6, 12, 18, 24, 30, and 36 months revealed moderate and significant correlations between RV and MRT. No significant correlation between BCVA and MRT was observed.


2018 ◽  
Vol 2018 ◽  
pp. 1-9 ◽  
Author(s):  
Andrew W. Francis ◽  
Justin Wanek ◽  
Mahnaz Shahidi

Purpose/Aim. The Ins2 (Akita) mouse is a spontaneous diabetic mouse model with a heterozygous mutation in the insulin 2 gene that results in sustained hyperglycemia. The purpose of the study was to assess global and local retinal layer thickness alterations in Akita mice by analysis of spectral domain optical coherence tomography (SD-OCT) images.Materials and Methods. SD-OCT imaging was performed in Akita and wild-type mice at 12 and 24 weeks of age. Inner retinal thickness (IRT), outer retinal thickness (ORT), total retinal thickness (TRT), and photoreceptor outer segment length (OSL) were measured. Mean global thickness values were compared between Akita and wild-type mice. Local thickness variations in Akita mice were assessed based on normative values in wild-type mice.Results. Akita mice had higher blood glucose levels and lower body weights (p<0.001). On average, IRT, ORT, and TRT were approximately 2% lower in Akita mice than in wild-type mice (p≤0.02). In Akita mice, the percent difference between retinal areas with thickness below and above normative values for IRT, ORT, and TRT was 22%, 32%, and 38%, respectively.Conclusions. These findings support the use of the Akita mouse model to study the retinal neurodegenerative effects of hyperglycemia.


2021 ◽  
Vol 37 (2) ◽  
Author(s):  
Mariam Shamim Kashif ◽  
Najia Uzair ◽  
Lubna Feroz ◽  
Asaad Mehmood

Purpose:  To find the effectiveness of sub-threshold (810nm) micropulse diode laser treatment (SMT) in chronic central serous retinopathy (CSR). Study Design:  Interventional case series. Place and Duration of Study:  Layton Rahmatulla benevolent trust eye hospital, from April 2019 to July 2020. Methods:  The patients of chronic CSR (≥ 6 months) participated in the study. We used Spectral Domain Optical coherence tomography (SD-OCT) to record baseline central retinal thickness (CT). Best corrected visual acuity (BCVA) was recorded with Snellen’s chart and converted to Log MAR for statistical analysis. All patients underwent treatment with sub-threshold laser (810nm) in micropulse mode with 5% duty cycle (DC). Results:  Twenty five eyes with chronic CSR were enrolled in the study. The patients were treated with laser and final assessment was made at 6 months. Mean BCVA at presentation was 0.46 Log MAR ± 0.12 and a mean baseline CT of 362.2 μm ± 32.6µm. At final follow-up there was a mean decrease in CT of 97.2 μm ± 21.8 from the baseline. After treatment mean BCVA was 0.33 Log MAR ± 0.12 and mean CT was 266 μm ± 20.9. Nineteen out of twenty-five eyes (76%) achieved a gain of vision between 1 to 3 lines and gain of 3 lines was achieved in 8% of cases. At the final follow-up there was incomplete resolution of sub retinal fluid in 4 eyes (16%) with no improvement in BCVA. Conclusion:  SMT (810 nm) is an effective and minimally invasive treatment modality for chronic CSR. Key Words:  Sub-Threshold micropulse laser, Central serous retinopathy, Central retinal thickness, sub retinal fluid.


2020 ◽  
Vol 1 (2) ◽  
pp. 108-112
Author(s):  
Zi-Jing Li ◽  
◽  
Jian-Hui Xiao ◽  
Peng Zeng ◽  
Xiang Gao ◽  
...  

AIM: To comprehensively investigate the relationship between outer retinal layer thickness and age in normal eyes. METHODS: One hundred normal eyes of 100 subjects who underwent spectral-domain optical coherence tomography (SD-OCT) were included in this retrospective study. The distances between the external limiting membrane (ELM) line and the photoreceptor inner segment/outer segment (IS/OS) line (ELM-IS/OS), the IS/OS line and the cone outer segment tips (COST) line (IS/OS-COST), the COST line and the retinal pigment epithelium (RPE) complex (COST-RPE) and the full retinal thickness (RT) were measured at the fovea and on four quarters. The relationship between thickness and age or sex was then analysed. CONCLUSION: In normal eyes, the RT thickness on the nasal quarter and the ELM-IS/OS thickness were significantly and negatively correlated with age. The IS/OS-COST and COST-RPE thicknesses were not significantly correlated with age or sex.


2015 ◽  
Vol 234 (3) ◽  
pp. 160-166 ◽  
Author(s):  
Young-Joon Jo ◽  
Hyung-Bin Lim ◽  
Soo-Hyun Lee ◽  
Jung-Yeul Kim

Purpose: To evaluate the effects of retinal angiography, using fluorescein and indocyanine green dyes, on optical coherence tomography (OCT) measurements. Methods: In total, 76 eyes from 76 consecutive patients were included. Macular cube 512 × 128 combination scanning and optic disc 200 × 200 scanning using spectral-domain (SD)-OCT were performed twice, before and after retinal angiography, with fluorescein or indocyanine green. Signal strength, regional retinal thickness of the 9 Early Treatment Diabetic Retinopathy Study subfields, total macular volume, and retinal nerve fiber layer thickness obtained before and after angiography were compared. Repeatability was also investigated. Results: Comparing the results of OCT measured before and after retinal angiography, there was no statistically significant difference in any parameter assessed. The interclass correlation values for each measurement were all >0.808 (range 0.808-0.999). Conclusion: Retinal angiography using fluorescein and indocyanine green dyes has no significant effect on OCT measurements.


2020 ◽  
pp. 112067212096874
Author(s):  
María Cinta Puell ◽  
Francisco Javier Hurtado-Ceña ◽  
María Jesús Pérez-Carrasco ◽  
Inés Contreras

Purpose/Aim: To examine whether central retinal thickness (CRT) is related to mesopic visual acuity (VA) and low luminance deficit (LLD, difference between photopic and mesopic VA) in eyes with early and intermediate age-related macular degeneration (AMD). Materials and Methods: In a cross-sectional study, 50 pseudophakic subjects older than 63 years were divided into three groups (no AMD, early AMD and intermediate AMD). Spectral domain optical coherence tomography (SD-OCT) was used to measure CRT in the 1 mm-central-area. Best-corrected distance VA was measured under photopic or mesopic luminance conditions and LLD calculated. Subjects were stratified by VA impairment to compare CRTs across these groups. Relationships were examined by stepwise multiple linear regression. Results: No significant differences in mean CRT, photopic and mesopic VA or LLD were detected between the groups no AMD, early AMD and intermediate AMD. However, mean CRTs were 20 microns and 18 microns thicker in the eyes with impaired mesopic VA (> 0.3 logMAR) and impaired LLD (⩾ 0.3 logMAR) compared to the eyes with non-impaired VA or LLD respectively (both p < 0.01). CRT and mesopic pupil size were independent predictors of mesopic VA ( p  = 0.001). CRT emerged as the only independent predictor of LLD ( p  = 0.004). Conclusions: Increased CRT was linked to worse retinal function when measured under mesopic conditions in eyes without AMD and eyes with early to intermediate AMD. SD-OCT imaging combined with VA measurements under low luminance conditions could be a useful tool to detect early AMD.


2019 ◽  
Vol 103 (10) ◽  
pp. 1406-1412 ◽  
Author(s):  
Wei Dai ◽  
Yih-Chung Tham ◽  
Miao-Li Chee ◽  
Shivani Majithia ◽  
Nicholas Y Q Tan ◽  
...  

Background/aimsTo evaluate the distribution and determinants of outer retinal thickness in eyes without retinal diseases, using spectral-domain optical coherence tomography (SD-OCT).MethodsParticipants were recruited from the Singapore Epidemiology of Eye Diseases Study, a population-based study among Chinese, Malays and Indians in Singapore. A total of 5333 participants underwent SD-OCT imaging in which a 6×6 mm2 measurement area centred at the fovea. Outer retinal thickness was defined as the distance from the outer plexiform layer to the retinal pigment epithelium layer boundary.Results7444 eyes from 4454 participants were included in final analysis. Of them, mean age was 58.4 years (SD 8.3), and 2294 (51.5%) were women. Women (121.0±8.1 µm) had thinner average outer retinal thickness than men (125.6±8.2 µm) (p<0.001). Malays (121.4±8.7 µm) had thinner average outer retinal thickness than Indians (124.3±8.6 µm) and Chinese (123.7±7.9 µm) (both p<0.001). In multivariable models, thinner average outer retinal thickness was associated with older age (per decade, β=−1.02, p<0.001), hypertension (β=−0.59, p=0.029), diabetes (β=−0.73, p=0.013), chronic kidney disease (β=−1.25, p=0.017), longer axial length (per mm, β=−0.76, p<0.001), flatter corneal curvature (per mm, β=−2.00, p<0.001) and higher signal strength (β=−1.46, p<0.001).ConclusionIn this large sample of Asian population, we provided normative SD-OCT data on outer retinal thickness in eyes without retinal diseases. Women had thinner outer retina than men. For the first time, these findings provide fundamental knowledge on normative profile of outer retinal thickness in Asians.


Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 994-994
Author(s):  
Jing Jin ◽  
Robin E Miller

Introduction: Sickle cell disease (SCD) affects multiple organs including the eye. Ophthalmologists have long relied on funduscopic exam to detect sickle cell retinopathy (SCR). Regular examinations to diagnose and monitor SCR permit timely initiation of treatment to prevent vision loss. Clinical guidelines recommending yearly retinal exam beginning at age 10 were based on data using conventional exam techniques. Optic coherence tomography (OCT) is a quick, noncontact test that provides images of distinctive retinal cell layers at high resolution. OCT has revolutionized the ability to examine retinal structure and provided new information on retinal damage in SCD (Bonanomi, 2013, Chow 2011). Our analysis using data from 69 patients shows that OCT has a higher detection rate for retinal changes in SCD, offering earlier diagnosis than fundoscopy alone (Jin 2018). In the pre-OCT era, patients with the SC genotype, although exhibiting less severe systemic SCD manifestations, were more frequently diagnosed with SCR and seemed to develop vision-threatening proliferative SCR more often than those with SS. In this study, we investigated the correlation between SCD genotype and retinal damage detected by OCT, using our expanded dataset to 97 patients. We also investigated a potential link between hypoxic ischemic injuries in the retina and brain. Stroke is one of the most devastating complications of SCD. The retina and brain share the same embryonic origin, share blood supply from the internal carotid artery, have similar capillary structure and high sensitivity to hypoxia. Thus, improvements in detecting and monitoring retinal ischemia may advance both the surveillance of SCR and cerebral vascular disease (CVD), such as silent cerebral infarcts (SCI), in SCD. Early detection of CVD is critical since prompt intervention can halt progression. Currently, the only available means to detect SCI is MRI, which is costly and often requires sedation. The ability to identify children at high risk for SCI would enable targeted MRI screening. Methods: In this prospective study, conducted over 4 years, 97 consecutive patients with SCD underwent complete ophthalmologic examination and Spectral-Domain OCT (SD-OCT) imaging of both eyes. The posterior pole volume scan involves a 30⁰× 25⁰ cuboid, with 31 raster lines separated by 240 μm. Because of the preponderance of retinal changes on the temporal side of macula, the scanning center was aimed at approximately 3 mm temporal to the foveal center by adjusting the internal or external fixation target. Macular volume scans were assessed for areas of visible thinning. Areas of retinal thinning were determined using the circle grid function on the thickness map. Inner retinal thickness was measured from the internal limiting membrane to the external/outer limiting membrane, and outer retinal thickness was measured from the external limiting membrane to the Bruch's membrane. Retinal exam findings were compared with clinical data. Data analysis was performed using IBM SPSS Statistics 25 (IBM, Armonk, NY). Results: 97 (48 male) patients aged 5-20 years (mean 12.19 ± 4.35) with SCD (34 SC, 53 SS, 5 Sβ+ thalassemia, 5 Sβ0 thalassemia) were examined. Visual acuity ranged from 20/20 to 20/40. On funduscopic exam, 14 of 97 (14.43%) showed signs of retinopathy whereas 59 of 97 (60.82%) showed inner retina thinning on SD-OCT. By SD-OCT, patients with SS/Sβ0 showed a significantly higher frequency of detected SCR change than SC genotype (70.7% vs 47.1%) (Table 1). SS/Sβ0 was also associated with a higher frequency of bilateral SCR (75.6% vs 43.8%) and foveal involvement (22.0% vs 0%). Remarkably, all patients in our cohort with SS/Sβ0 genotype and documented CVD had evidence of SCR by SD-OCT (Table 2). Conclusions: In our cohort, SD-OCT showed greater capabilities than fundoscopy in: 1) a higher detection rate for retinal changes consistent with SCR, offering earlier diagnosis; 2) a significantly higher frequency of SCR and more extensive retinal changes associated with the more severe SCD genotypes SS and Sβ0 as compared to SC; 3) demonstrated correlation between the presence of any form of CVD including stroke, cerebral vasculopathy by MRA, abnormal transcranial Doppler and SCI strongly suggests that retinal exam using SD-OCT may aid in detection and monitoring SCD related CVD. These important findings require further study in a larger patient population undergoing serial exams over time. Disclosures No relevant conflicts of interest to declare.


PLoS ONE ◽  
2013 ◽  
Vol 8 (6) ◽  
pp. e67265 ◽  
Author(s):  
Lee R. Ferguson ◽  
James M. Dominguez II ◽  
Sankarathi Balaiya ◽  
Sandeep Grover ◽  
Kakarla V. Chalam

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