Made available in DSpace on 2015-07-22T20:50:15Z (GMT). No. of bitstreams: 0 Previous issue date: 2011-06-29 / Objetivo: Comparar a fotocoagulação focal e em grade de acordo com o protocolo do Early Treatment Diabetic Retinopathy Study modificado (mETDRS) utilizando fotocoagulação com laser diodo 810nm sublimiar em micropulsos e densidade normal (FSM-DN) ou aumentada (FSM-DA) no tratamento do edema macular diabético (EMD). Métodos: Foi conduzido um estudo randomizado, controlado, prospectivo, duplo mascarado com pacientes não tratados com EMD e melhor acuidade visual corrigida (MAVC), pior que 20/40 e melhor que 20/400. Pacientes foram aleatorizados para receber fotocoagulação de acordo com o protocolo mETDRS (42 pacientes), FSM-DN (39 pacientes) ou FSM-DA (42 pacientes). Imediatamente antes do tratamento, 3, 6, bem como 12 meses após ele, todos os pacientes foram submetidos a exame oftalmológico, MAVC, retinografia colorida, angiografia fluorescente e tomografia de coerência óptica (OCT). Efeitos adversos nas diferentes técnicas de fotocoagulação foram observados durante o acompanhamento do estudo. Resultados: Durante o acompanhamento, todos os grupos apresentaram redução da espessura macular central, com diminuição no grupo FSM-DA de 93μm em três meses, 117μm em seis meses e 144μm em nove meses, comparado à redução de 67, 94 e 112μm em três, seis e nove meses respectivamente, no grupo mETDRS. Já o grupo FSM-DN apresentou redução de 20μm em três e seis meses e 34μm em nove meses, significativamente inferior aos grupos FSM-DA e mETDRS. Em relação à acuidade visual, houve melhora da MAVC gradual em três, seis e nove meses nos grupos FSM-DA e mETDRS sem diferenças estatisticamente significativas entre estes grupos, porém ambos superiores ao grupo FSM-DN, que não apresentou mudança na acuidade visual nesses períodos. Em doze meses, o grupo FSM-DA teve o melhor resultado em termos de MAVC (0,25 logMAR), seguido do grupo mETDRS (0,08 logMAR), enquanto o grupo FSM-DN não apresentou melhora significativa na MAVC (0,03 logMAR) (p<0,001). Todos os grupos apresentaram redução estatisticamente significativa da espessura macular central no OCT (p<0,001). O grupo FSM-DA demonstrou a maior redução (154μm), porém não foi estatisticamente significativa em relação ao grupo mETDRS (126μm; p=0,75). Não foram observados efeitos adversos graves nas diferentes formas de tratamento. Conclusão: Em um ano, a resposta clínica do grupo FSM-DA foi superior aos grupos mETDRS e FSM-DN, baseada na medida de espessura central da mácula e acuidade visual. Estes dados sugerem que a técnica de FSM-DA pode ser utilizada como conduta preferível para o tratamento de EMD, porém estudos clínicos multicêntricos são necessários para confirmar estes resultados. / Purpose: To compare modified Early Treatment Diabetic Retinopathy Study (ETDRS) focal/grid laser photocoagulation with normal-density (ND-SDM) or high-density (HD-SDM) subthreshold diode-laser micropulse photocoagulation for the treatment diabetic macular edema (DME). Methods: We conducted a prospective, randomized, controlled, double-masked clinical trial with patients with previously untreated DME and best corrected visual acuity (BCVA) worse than 20/40 and better than 20/400. Patients were randomized to receive either modified ETDRS focal / grid photocoagulation (42 patients), ND-SDM (39 patients) or HD-SDM (42 patients). Before treatment and 3, 6 and 12 months after treatment, all patients underwent ophthalmic examinations, BCVA, color fundus photography, fluorescein angiography and optical coherence tomography (OCT). Results: At 12 months, the HD-SDM group had the best improvement in BCVA (0.25 logMAR), followed by the modified ETDRS group (0.08 logMAR), while no improvements were seen in the ND-SDM group (0.03 logMAR). All groups showed statistically significant progressive reduction of CMT throughout the study (p<0.001). The HD-SDM group exhibited the greatest CMT reduction (154 μm), which was not significantly different from that of the modified ETDRS group (126 μm; p=0.75). Conclusions: At 1 year, the clinical performance of HD-SDM was superior to that of the modified ETDRS photocoagulation technique based on the anatomic and functional measures of improvement used in this investigation. A rationale for this treatment modality as a preferable approach is suggested, and the precise role of sub-threshold micropulse laser treatment may become more defined as experience grows, guided by optimized treatment guidelines and more comprehensive trials. / TEDE / BV UNIFESP: Teses e dissertações

As Oclusões Venosas da Retina são complicações do sistema vascular retiniano com grande potencial de impacto no sentido da visão. As oclusões Venosas são classificadas de acordo com a anatomia da região acometida e podem ser divididas em oclusão de ramo e da veia central da retina. O edema macular é a principal causa de baixa acuidade visual na Oclusão de Ramo da Veia Central da Retina (OVR). Sua detecção, localização e classificação são cruciais para a prevenção e tratamento da perda visual na OVR. A Biomicrospia Macular e a Angiofluoresceinografia são os métodos tradicionais de avaliação do edema macular na OVR, a Tomografia de Coerência Óptica (TCO) é uma tecnologia nova, que permite uma avaliação objetiva da morfologia macular. O objetivo primário do presente estudo foi avaliar, em uma mesma população, a acurácia dos métodos de diagnóstico do edema macular na OVR através da análise de três quesitos, aumento da espessura macular e da sua localização, presença de cistos intra-retinianos e a presença de descolamento seroso macular (DSM). Indivíduos com OVR foram selecionados com base nos achados fundoscópicos da doença e com tempo de história da doença entre três e vinte quatro meses. Todos os sujeitos foram submetidos a exames com o Stratus OCT (TCO), Angiofluoresceinografia digital (Angio) e o exame da biomicroscopia macular com lente de Volk de 78 D (BM) dentro do período de uma semana, além de exame oftalmológico completo. As medidas utilizadas para avaliação da acurácia diagnóstica foram o índice de concordância Kappa e a sensibilidade. Dos 32 indivíduos inicialmente avaliados, 8 foram posteriormente excluídos por não cumprirem os critérios de inclusão ou de exclusão, restando 24 indivíduos para análise. Na avaliação da espessura macular, a concordância entre BM e a TCO foi substancial e significante para a detecção do aumento da espessura macular com Kappa = 0,778 (p < 0,001) e a sensibilidade foi 95,5%. Na comparação entre a BM e a TCO para a detecção de cistos intra-retinianos, a concordância foi fraca com Kappa = 0,250 (p = 0,066) e a sensibilidade foi 57,9 %. A concordância entre a Angio e a TCO para os cistos foi pobre e não significante com Kappa = 0,124 (p = 0,237) e a sensibilidade foi 58,7 %. Houve uma correlação significante entre a presença de extravasamento na angiofluoresceinografia e a presença de cistos intra-retinianos na TCO (p=0,042). Na avaliação do DSM a concordância entre a BM e a TCO foi fraca com Kappa = 0,314 (p = 0,062) e a sensibilidade foi 60%, não houve concordância entre a Angio e a TCO para a detecção do DSM com Kappa = 0 e sensibilidade de 0%, e também não houve correlação significante entre a presença de descolamento seroso na TCO e a presença de extravasamento na angiofluoresceinografia (p=0,615). Os dados obtidos no presente estudo sugeriram que o Stratus OCT têm acurácia superior para a detecção dos cistos intra-retinianos e do descolamento seroso macular, se comparado à biomicroscopia macular e à angiofluoresceinografia / Retinal Vein Occlusions are complications of the retinal vascular system that can cause a great impact on vision. The Vein Occlusions are classified according to the anatomy of the affected region and can be categorized as: branch retinal vein occlusion and central retinal vein occlusion. Macular edema is the main cause for low visual acuity in Branch Retinal Vein Occlusion (BRVO). Its detection, location and classification are crucial for the prevention and treatment of vision loss in BRVO. Both Macular Biomicroscopy and Angiofluoresceinography are traditional methods for the evaluation of the macular edema in BRVO; the Optical Coherence Tomography (OCT) is a new technology that allows for an objective evaluation of macular morphology. The main objective of the present study was to evaluate, among the same population, the accuracy of the diagnostic methods of macular edema in BRVO through the analysis of three items: the increase of macular thickness and its location, the presence of intraretinal cysts, and the presence of serous macular detachment. Patients with BRVO were selected according to the fundoscopic findings of the disease and a disease history of three to twenty-four months. All of the individuals underwent exams with the Stratus OCT, digital Angiofluoresceinography (Angio) and a macular biomicroscopy with a 78D Volk lens (MB), within a period of one week, as well as a complete ophthalmologic exam. The parameters used in the evaluation of the diagnostic accuracy were sensitivity and the kappa coefficient. Of the 32 subjects who were initially evaluated, 8 were later excluded since they did not meet inclusion or exclusion criteria. The remaining 24 subjects were analyzed. In the evaluation of macular thickness, the concordance between the MB and the OCT was substantial and significant in the detection of the increase in macular thickness, with Kappa = 0.778 (p<0.001) and a sensitivity of 95.5%. When comparing the MB and the OCT in the detection of intraretinal cysts, the concordance was fair, with Kappa = 0.250 (p = 0.066) and a sensitivity of 57.9%. The concordance between the Angio and the OCT for cysts detection was poor and non significant, with Kappa = 0.124 (p = 0.237) and a sensitivity of 58.7%. There was a significant correlation between the presence of leakage in the angiofluoresceinography and the presence of intraretinal cysts in the OCT (p = 0.042). In the evaluation of the SMD, the concordance between the MB and the OCT was fair, with Kappa = 0.314 (p = 0.062) and a sensitivity of 60% an there was no concordance between the Angio and the OCT in the detection of SMD, with Kappa = 0 and sensitivity of 0%. There was also no significant correlation between the presence of serous detachment in the OCT and the presence of leakage in the angiofluoresceinography (p = 0.615). The results obtained in the present study suggest that Stratus OCT is more accurate to the detection of intraretinal cysts and serous macular detachment than macular biomicroscopy with a 78D Volk lens, and by angiofluoresceinography

In this work I present conclusions of clinical-laboratory research focused on the patients with diabetic macular edema (DME). We performed biochemical and immunochemical analyses of vitreous samples that were collected during the pars plana vitrectomy. Moreover, at patients with non-proliferative diabetic retinopathy (NPDR) we assessed morphological characteristics of DME using optical coherence tomography (OCT). According to our findings, the vitreous and serum concentrations of uric acid and glucose were significantly higher in patients with diabetic retinopathy and DME compared to controls. Also total ratio (serum/ vitreous concentration) of uric acid and glucose was in diabetics significantly higher than in controls. The most important determinant of increasing concentration of both uric acid and glucose in the vitreous was the grade of diabetic retinopathy. Moreover, we demonstrated significant correlation between vitreous concentration of uric acid and concentration of the vascular endothelial growth factor (VEGF) in patients with DME and NPDR. We found further, that the volume of the macula (cube volume - CV) computed with the software of Cirrus HD-OCT correlates in diabetics significantly with the vitreous VEGF concentration, but not with uric acid. This OCT parameter could be used to...

In this work I present conclusions of clinical-laboratory research focused on the patients with diabetic macular edema (DME). We performed biochemical and immunochemical analyses of vitreous samples that were collected during the pars plana vitrectomy. Moreover, at patients with non-proliferative diabetic retinopathy (NPDR) we assessed morphological characteristics of DME using optical coherence tomography (OCT). According to our findings, the vitreous and serum concentrations of uric acid and glucose were significantly higher in patients with diabetic retinopathy and DME compared to controls. Also total ratio (serum/ vitreous concentration) of uric acid and glucose was in diabetics significantly higher than in controls. The most important determinant of increasing concentration of both uric acid and glucose in the vitreous was the grade of diabetic retinopathy. Moreover, we demonstrated significant correlation between vitreous concentration of uric acid and concentration of the vascular endothelial growth factor (VEGF) in patients with DME and NPDR. We found further, that the volume of the macula (cube volume - CV) computed with the software of Cirrus HD-OCT correlates in diabetics significantly with the vitreous VEGF concentration, but not with uric acid. This OCT parameter could be used to...

Optical Coherence Tomography (OCT) has been around for more than 30 years and is still being continuously improved. The department of ophthalmology is a part of Sahlgrenska Hospital that heavily uses OCT for helping people with the treatment of eye diseases. They are currently facing a problem where the time to go from an OCT scan to treatment is being increased due to having an overload of patient visits every day. Since it requires a trained expert to analyze each OCT scan, the increase of patients is too overwhelming for the few experts that the department has. It is believed that the next phase of this medical field will be through the adoption of machine learning technology. This thesis has been issued by Sahlgrenska University Hospital (SUH), and they want to address the problem that ophthalmology has by introducing the use of machine learning into their workflow. This thesis aims to determine the best suited CNN through training and testing of pre-trained models and to build a tool that a model can be integrated into for use in ophthalmology. Transfer learning was used to compare three different types of pre-trained models offered by Keras, namely VGG16, InceptionResNet50V2 and ResNet50V2. They were all trained on an open dataset containing 84495 OCT images categorized into four different classes. These include the three diseases Choroidal Neovascularization (CNV), Diabetic Macular Edema (DME), drusen and normal eyes. To further improve the accuracy of the models, oversampling, undersampling, and data augmentation were applied to the training set and then tested in different variations. A web application was built using Tensorflow.js and Node.js that the best-performed model later was integrated into. The VGG16 model performed the best with only oversampling applied out of the three. It yielded an average of 95% precision, 95% recall and got a 95% F1-score. The second was the Inception model with only oversampling applied that got an average of 93% precision, 93% recall and a 93% F1-score. Last came the ResNet model with an average of 93% precision, 92% recall and a 92% F1-score. The results suggest that oversampling is the overall best technique for this given dataset. The chosen data augmentation techniques only lead to models performing marginally worse in all cases. It also suggests that pre-trained models with more parameters, such as the VGG16 model, have more feature mappings and, therefore, achieve higher accuracy. On this basis, parameters and better mappings of features should be taken into account when using pre-trained models.