Retinal blood vessel segmentation for macula detachment surgery monitoring instruments

Peer Reviewedhttps://deepblue.lib.umich.edu/bitstream/2027.42/144261/1/cta2462_am.pdfhttps://deepblue.lib.umich.edu/bitstream/2027.42/144261/2/cta2462.pd

Optical Coherence Tomography and Optical Coherence Tomography Angiography in Monitoring Coats’ Disease

Purpose. The aim of this study was to evaluate the usefulness of optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) in monitoring pediatric patients with Coats’ disease. Material and Methods. This retrospective study included 9 Caucasian patients receiving treatment for Coats’ disease at the Children’s Memorial Health Institute Ophthalmology Department between December 2014 and May 2016. The course of the disease was monitored with OCTA in combination with OCT and fluorescein angiography (FA). Results. OCT B-scans obtained in all patients correlated with FA findings. Reliable OCTA images were obtained in 8 patients. In one patient, numerous artifacts due to poor visual acuity and retinal detachment confounded the interpretation of findings. Conclusions. OCTA and OCT, in combination with FA, are useful in Coats’ disease diagnostics and treatment monitoring. As noninvasive methods, OCT and OCTA may be performed more often than FA, which enable precise monitoring of the disease and making decisions as to its further treatment

An overview of the clinical applications of optical coherence tomography angiography

Optical coherence tomography angiography (OCTA) has emerged as a novel, non-invasive imaging modality that allows the detailed study of flow within the vascular structures of the eye. Compared to conventional dye angiography, OCTA can produce more detailed, higher resolution images of the vasculature without the added risk of dye injection. In our review, we discuss the advantages and disadvantages of this new technology in comparison to conventional dye angiography. We provide an overview of the current OCTA technology available, compare the various commercial OCTA machines technical specifications and discuss some future software improvements. An approach to the interpretation of OCTA images by correlating images to other multimodal imaging with attention to identifying potential artefacts will be outlined and may be useful to ophthalmologists, particularly those who are currently still unfamiliar with this new technology. This review is based on a search of peer-reviewed published papers relevant to OCTA according to our current knowledge, up to January 2017, available on the PubMed database. Currently, many of the published studies have focused on OCTA imaging of the retina, in particular, the use of OCTA in the diagnosis and management of common retinal diseases such as age-related macular degeneration and retinal vascular diseases. In addition, we describe clinical applications for OCTA imaging in inflammatory diseases, optic nerve diseases and anterior segment diseases. This review is based on both the current literature and the clinical experience of our individual authors, with an emphasis on the clinical applications of this imaging technology.Eye advance online publication, 8 September 2017; doi:10.1038/eye.2017.181

Unsupervised Retinal Blood Vessel Segmentation Technique using pdAPSO and Difference Image Methods for Detection of Diabetic Retinopathy

Retinal vessel segmentation is a practice that has the potential of enhancing accuracy in the diagnosis and timely prevention of illnesses that are related to blood vessels. Acute damage to the retinal vessel has been identified to be the main cause of blindness and impaired vision. A timely detection and control of these illnesses can greatly decrease the number of loss of sight cases. However, the manual protocol for such detection is laborious and although autonomous methods have been recommended, the accuracy of these methods is often unreliable. We propose the utilization of the Primal-Dual Asynchronous Particle Swarm Optimisation (pdAPSO) and differential image methods in addressing the drawbacks associated with segmentation of retinal vessels in this study. The fusion of pdAPSO and differential image (which focuses on the median filter) produced a significant enhancement in the segmentation of huge and miniscule retinal vessels. In addition, the method also decreased erroneous detection near the edge of the retinal (that is not sensitive to light). The results are favourable for the median filter when compared to mean filter and Gaussian filter. The accuracy rate of 0.9559 (with a specificity of sensitivity rate of 0.9855), and a sensitivity rate of 0.7218 were obtained when tested using the Digital Retinal Images for Vessel Extraction database. The above result is a pointer that our approach will help in detecting and diagnosing the damage done to the retinal and thereby preventing loss of sight

Management of neovascular age-related macular degeneration with ranibizumab: Long-term outcomes and second eye outcomes

Background: Intravitreal anti-vascular endothelial growth factor (anti-VEGF) agents are the established standard of care for neovascular age related macular degeneration (nAMD), however there are currently limited data on long-term outcomes of this therapy. Ranibizumab is one such anti-VEGF agent administered to treat nAMD. Patients diagnosed with nAMD undergo regular clinic based follow-up as part of their treatment, often on a monthly basis. Assessment during these appointments includes optical coherence tomography (OCT) scans, which can contribute to the detection of nAMD in the second eye. There is limited data on the symptomatic status, clinical presentation and outcomes of second eye nAMD whilst undergoing regular assessment for the first treatment eye under these conditions. Aims: The first aim of this thesis is to evaluate the long-term (5-year) outcomes of intravitreal ranibizumab (an anti-VEGF agent) in treating nAMD by examining a cohort within a real life clinic setting. The second aim is to compare the clinical presentation and treatment outcomes between the first and second treated eyes in patients that developed nAMD in both eyes, whilst under regular review for unilateral nAMD. Methods: A total of 208 patients (208 eyes) were included in a retrospective case series assessing the 5-year outcomes of nAMD treated with ranibizumab, entitled the long-term ranibizumab study (LTRS) (Chapter 3). Intervention was an individualised treatment model after three initial monthly loading doses. Visual acuity (VA), central macular thickness (CMT), qualitative OCT features, and adverse events (AE) were determined for each visit. Snellen VA was converted to Early Treatment Diabetic Retinopathy Study (ETDRS) letters for analysis. To assess outcomes of second eyes diagnosed with nAMD, a retrospective case series entitled second-eye ranibizumab study (SERS) forms the second part of this thesis (Chapter 4). Forty-five consecutive patients fulfilled the inclusion criteria of commencing treatment with ranibizumab in the first eye for nAMD between July 2007 and March 2011,and subsequently developing nAMD in the second eye with at least 12-months of follow-up in each eye. Treatment was administered under the same conditions as the LTRS. Snellen VA was measured, and OCT examination of both eyes at each visit assessed the presence of intra-retinal fluid (IRF) and sub-retinal fluid (SRF). Patient reported symptoms were recorded at every clinic visit. Paired t-tests were used to assess changes in VA and CMT over the study duration of the LTRS and SERS and two sample t- tests were used to evaluate VA differences between groups. Changes in VA compared to baseline were classified into the three categories: stable VA (loss or gain of ≤15 letters), improved VA (gain of >15 letters), or worse VA (loss of >15 letters). Linear regression was used to assess the effects of age, gender, number of injections, previous treatment, medical history, medications, and baseline VA on both VA and CMT changes. Chi-square test or Fisher’s exact test were used to measure proportions of patients with visual stability and OCT fluid free status at 12-months in the SERS. Results: In the LTRS, mean VA improved by 1.9 letters after 1 year (p=0.020) and decreased by 2.4 letters over 5-years of the treatment (p=0.040). At the end of year 5, 11.1% (23/208) of patients improved VA by more than 15 letters and 68.8% (143/208) of patients had stable VA, while 20.2% (42/208) patients lost more than 15 letters. Patients with VA less than 35 letters (approximate Snellen VA 6/60) at baseline showed significant VA improvement after 5-years of treatment (mean increase 11.5 letters, p=0.01), whilst those that were between 70 and 85 letters (approximate Snellen VA 6/12 to 6/6) at baseline showed a mean decrease (-12.9 letters, p=76 letters, or Snellen VA approximately 6/9)) showed greater stability of vision at 12-months vs. first treated eyes (p=0.05). There was no significant difference in mean VA change between first and second treated eyes. The proportion of OCT - fluid free eyes was higher amongst second treated eyes compared with first treated eyes at 12-months (70% vs. 40%, p=0.02). Intra-retinal fluid (IRF) was seen in 54% of second treated eyes at baseline compared with 84% in first treated eyes (p=0.01). Symptoms were absent in 54% of second treated eyes at baseline. The most common symptoms were “blurred vision” (28% of all patients) and metamorphopsia (11% of all patients). Conclusions: The visual gains achieved were not as significant as clinical trials, likely reflecting the differences in inclusion criteria of patients, and less rigorous follow-up and treatment. Intravitreal ranibizumab was effective in maintaining vision in patients with nAMD and reducing macula thickness over 5-years using an individualised treatment regime in a real-world setting.. Ranibizumab is a safe drug to use over 5-years in a real-world clinical setting. In patients undergoing treatment for nAMD in the first eye, OCT screening of the second eye at each visit may be necessary to detect second eye nAMD in this at-risk population. A large proportion of patients are asymptomatic at diagnosis of second eye disease, and a significant proportion of patients were detected to have treatable subfoveal nAMD with OCT alone. Second eye disease detected and treated by such a protocol showed a lower rate of IRF at baseline, suggesting early detection had occurred. Second eyes showed a higher rate of fluid free status at 12-months compared to the first treated eye, suggesting that early detection and treatment led to improved anatomical outcomes, potentially explaining superior VA outcomes. Patients commencing treatment in their second eye with good VA had better visual outcomes compared to those with worse VA

Clinical outcomes of ranibizumab treatment in diabetic eye disease

Background: The vascular endothelial growth factor (VEGF) inhibitor ranibizumab is emerging as an efficacious treatment for diabetic macular oedema. Large clinical trials have shown improvements in visual acuity and reduced central retinal thickness. Details of its effect on other retinal functional parameters are lacking. There is a concern that repeated ranibizumab treatment could exacerbate macular ischaemia or lead to global retinal dysfunction by inhibiting physiological isoforms of VEGF. Outcomes of surgery for advanced proliferative retinopathy remain variable and post-operative complications including recurrent haemorrhage can limit visual recovery. VEGF is strongly implicated in the pathogenesis of advanced retinopathy, so VEGF inhibition prior to surgery may improve outcomes. Trials have failed to demonstrate a clear benefit for bevacizumab, so investigation of the licensed intraocular agent ranibizumab represents a logical next step. Aims: To investigate the effects of ranibizumab and laser treatment in diabetic macular oedema on the following parameters: visual acuity, protan and tritan colour contrast sensitivity, 4° and 12° macular sensitivity by microperimetry, electrophysiological indices from pattern and full field electroretinograms. To report structural retinal changes following ranibizumab and laser treatment in terms of qualitative and quantitative optical coherence tomography outcomes, and to quantify macular ischaemia by fluorescein angiography. To investigate the effect on visual acuity at three months post-surgery of ranibizumab pre-treatment in patients undergoing vitrectomy for advanced proliferative diabetic retinopathy. Methods: Randomised clinical trial of intravitreal ranibizumab vs. laser in 36 subjects with centre-involving diabetic macular oedema (The LUCIDATE study). Randomised clinical trial of pre-operative intravitreal ranibizumab vs. subconjunctival saline injection in 30 subjects undergoing vitrectomy-delamination for advanced proliferative diabetic retinopathy (The RaDiVit study). Results: Thirty six subjects with diabetic macular oedema were recruited and 33 completed the trial. Ranibizumab treated subjects gained a mean of 6 letters compared with 0.9 letter loss for laser at 48 weeks. Retinal sensitivity improved in the central macular 4° and 12° in both groups but to a greater extent with ranibizumab. There was no evidence of worsening global retinal dysfunction by electroretinograms in either group. Retinal thickness decreased in both groups: there was a 132 µm reduction in central macular thickness with ranibizumab compared with 103 µm for laser. Fluorescein angiography showed no evidence of significantly increased macular ischaemia in either group. Thirty subjects with advanced proliferative diabetic retinopathy were recruited, underwent surgery, and completed the study. At three months post-surgery, visual acuity in the ranibizumab group was 53 letters compared with 47 letters in the control group. Conclusion: In diabetic macular oedema, there is evidence that ranibizumab leads to greater improvements in visual acuity and retinal sensitivity than laser, with a corresponding greater reduction in retinal thickness. There is no evidence that it worsens macular ischaemia or indices of global retinal electrophysiological function, but larger trials designed to address each of the outcomes investigated here would be required to confirm these findings. In proliferative diabetic retinopathy, there is evidence from this small pilot study that ranibizumab treatment leads to better visual acuity at 3 months post-surgery. An appropriately powered trial would be required to confirm this