IMPLICATIONS OF THE MORPHOLOGIC PATTERNS OF TYPE 1 MACULAR NEOVASCULARIZATION ON MACULAR ATROPHY GROWTH ON PATIENTS UNDER ANTI-VASCULAR ENDOTHELIAL GROWTH FACTOR TREATMENT

PURPOSE: To evaluate the correspondence between macular atrophy (MA) progression and Type 1 macular neovascularization morphology during long-term anti-vascular endothelial growth factor treatment for exudative neovascular age-related macular degeneration. METHODS: Retrospective review of consecutive patients with complete retinal pigment epithelium and outer retina atrophy overlying or in the proximity of macular neovascularization. The assessment of MA was based on spectral domain optical coherence tomography, en-face near infra-red imaging and fundus autofluorescence. Macular neovascularization blood flow morphology was evaluated by swept-source optical coherence tomography-angiography. Qualitative features were categorized per ETDRS sector as: immature, mature; and hypermature pattern. An automatic analysis was designed in MATLAB coding language to compute MA per ETDRS. Measurements were compared between the baseline and the last follow-up visit. RESULTS: Twenty eyes from 20 patients were included; the mean age was 85.4 (8.3) years. The median follow-up was 1.85 (1.0-2.4) years and the median anti-vascular endothelial growth factor injection rate during follow-up was 4.0 (2.0-5.0) injections/year. During follow-up, sectors with persistence of an immature blood flow pattern had a lower MA growth rate than sectors with mature macular neovascularization flow patterns (P = 0.001). CONCLUSION: The presence of an immature blood flow pattern on optical coherence tomography-angiography is associated with a lower progression rate of MA

Managing maritime affairs: The contribution of maritime security forces

Developing policies and appropriate arrangements for oceans governance and the management of national maritime affairs is a major challenge for all coastal states. Maritime security is a fundamental requirement, including the capability for maritime surveillance and enforcement of national laws in national maritime zones. Bateman explores the roles of maritime security forces, including their contribution to maintaining international order at sea and the relative advantages of coast guards and navies for undertaking the tasks involved. These tasks are no longer just the prerogative of navies and are increasingly being performed by coast guards. This trend may continue with increased interest in oceans¿ governance and concepts such as the Blue Economy

NEW ARTIFICIAL INTELLIGENCE ANALYSIS for PREDICTION of LONG-TERM VISUAL IMPROVEMENT after EPIRETINAL MEMBRANE SURGERY

Purpose:To predict improvement of best-corrected visual acuity (BCVA) 1 year after pars plana vitrectomy for epiretinal membrane (ERM) using artificial intelligence methods on optical coherence tomography B-scan images.Methods:Four hundred and eleven (411) patients with Stage II ERM were divided in a group improvement (IM) (≥15 ETDRS letters of VA recovery) and a group no improvement (N-IM) (<15 letters) according to 1-year VA improvement after 25-G pars plana vitrectomy with internal limiting membrane peeling. Primary outcome was the creation of a deep learning classifier (DLC) based on optical coherence tomography B-scan images for prediction. Secondary outcome was assessment of the influence of various clinical and imaging predictors on BCVA improvement. Inception-ResNet-V2 was trained using standard augmentation techniques. Testing was performed on an external data set. For secondary outcome, B-scan acquisitions were analyzed by graders both before and after fibrillary change processing enhancement.Results:The overall performance of the DLC showed a sensitivity of 87.3% and a specificity of 86.2%. Regression analysis showed a difference in preoperative images prevalence of ectopic inner foveal layer, foveal detachment, ellipsoid zone interruption, cotton wool sign, unprocessed fibrillary changes (odds ratio = 2.75 [confidence interval: 2.49-2.96]), and processed fibrillary changes (odds ratio = 5.42 [confidence interval: 4.81-6.08]), whereas preoperative BCVA and central macular thickness did not differ between groups.Conclusion:The DLC showed high performances in predicting 1-year visual outcome in ERM surgery patients. Fibrillary changes should also be considered as relevant predictors