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1.
Ophthalmology ; 131(7): 827-835, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38215989

RESUMO

PURPOSE: To assess the correlation between primary open-angle glaucoma (POAG) and the risk of developing diabetic retinopathy (DR) in patients with type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM). DESIGN: A retrospective cohort study leveraging the global patient database of TriNetX Research Network. PARTICIPANTS: The study included 44 359 patients with diabetes mellitus (DM) with POAG and 4 393 300 patients with DM without any glaucoma ≥ 18 years of age. Propensity score matching harmonized the cohorts to 39 680 patients each, covering diagnoses from January 1, 2005, to January 1, 2023. METHODS: We analyzed data using specific International Classification of Diseases, 10th Revision (ICD-10) codes for DM and glaucoma. We matched the cohorts using propensity score matching, adjusting for age, sex, race/ethnicity, blood markers, relevant medical history, and ophthalmic service use. MAIN OUTCOME MEASURES: The primary outcome was the first-time occurrence of DR, including nonproliferative DR (NPDR) and proliferative DR (PDR), in patients with DM with and without glaucoma at 1-, 5-, and 10-year intervals from their individual index dates. RESULTS: At 10 years, patients with T1DM with POAG exhibited a heightened risk for any DR (adjusted risk ratios [RRs], 4.12; 95% confidence interval [CI], 3.05-5.57, P < 0.0001) and PDR (RR, 7.02; 95% CI, 3.62-13.61, P < 0.0001). Patients with T2DM and POAG also faced an increased 10-year risk for any DR (RR, 2.47; 95% CI, 2.28-2.68, P < 0.0001) and PDR (RR, 3.82; 95% CI, 3.09-4.70, P < 0.0001). The combined association of POAG on DR risk in those with T1DM and T2DM at 10 years was found to be significantly higher among patients with POAG (5.45%) compared with those without glaucoma (2.12%) (adjusted hazard ratio [aHR], 2.33; 95% CI, 2.14-2.53). The cumulative incidence of DR was significantly higher in the POAG group compared with nonglaucoma counterparts after a decade (log-rank P < 0.001). CONCLUSIONS: Our findings underscore a substantial association between POAG and DR development in both T1DM and T2DM patients, emphasizing the need for vigilant screening and comprehensive management in glaucomatous patients with DM to mitigate the risk of DR. Future research should delve into elucidating the causal mechanisms driving these observed associations. FINANCIAL DISCLOSURE(S): The author(s) have no proprietary or commercial interest in any materials discussed in this article.


Assuntos
Bases de Dados Factuais , Diabetes Mellitus Tipo 1 , Diabetes Mellitus Tipo 2 , Retinopatia Diabética , Glaucoma de Ângulo Aberto , Humanos , Glaucoma de Ângulo Aberto/epidemiologia , Glaucoma de Ângulo Aberto/diagnóstico , Retinopatia Diabética/epidemiologia , Retinopatia Diabética/diagnóstico , Feminino , Masculino , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/epidemiologia , Estudos Retrospectivos , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 1/epidemiologia , Pessoa de Meia-Idade , Fatores de Risco , Idoso , Adulto , Incidência , Pressão Intraocular/fisiologia
2.
J Neuroophthalmol ; 2024 Mar 25.
Artigo em Inglês | MEDLINE | ID: mdl-38527126

RESUMO

BACKGROUND: To evaluate the quality & reliability, technical quality, and readability of patient-targeted online information on idiopathic intracranial hypertension. METHODS: In this cross-sectional study, we searched Google and Bing search engines for the terms "idiopathic intracranial hypertension" and "pseudotumor cerebri." We evaluated the first 50 search outcomes for each search term. Peer-reviewed articles, targeted advertisements, book chapters, videos, personal blogs, websites intended for healthcare professionals, and non-English websites were excluded. Websites were classified as institutional or private. Two independent reviewers assessed each website for 1) quality and reliability using DISCERN, Health on the Net Code of Conduct (HONcode), and JAMA criteria and 2) technical quality based on 11 criteria. Readability was evaluated using 6 measures (Flesch-Kincaid Reading Ease score and grade level, Gunning Fog, Simple Measure of Gobbledygook (Smog) index, Coleman-Liau index, and automated readability index). RESULTS: Sixty-three websites (37 institutional) were included. The mean scores for the DISCERN, HONcode, and JAMA criteria were 3.6 ± 1 (1-4.8; 1: worse, 5: best), 10.3 ± 2.8 (2-16; 0: worse, 16: best), and 2 ± 1.3 (0-4; 0: worse, 4: best), respectively. The mean technical quality score was 0.8 ± 0.1 (0.5-1). The mean Flesch-Kincaid grade level score was 8.9 ± 1.8 (3.3-13.3). For Flesch-Kincaid grade level, 47 (74.6%) websites scored a grade level of 10 or less. For Gunning Fog Score, 35 websites (55.6%) scored from 7.3 to 10.8. For the Smog Index, 46 (73%) websites scored 5.7-8. The mean Coleman Liau Index was 16 ± 2.1 (9.6-22.2). For the automated readability index, 30 (50.7%) websites scored less than the eighth grade. No statistically significant difference was present between institutional and private websites except for JAMA, which scored higher in private websites (2.4 vs 1.7, P = 0.03). CONCLUSIONS: Our findings suggest that online information on idiopathic intracranial hypertension/pseudotumor cerebri for patients generally demonstrates moderate to good quality and reliability. Although most websites maintain credible technical quality, the readability exceeds recommended levels for the average American reader. This may impede understanding, emphasizing the need for future improvements.

3.
Ophthalmology ; 130(6): 640-645, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36739980

RESUMO

PURPOSE: To quantify the risk of pseudophakic cystoid macular edema (pCME) in fellow-eye cataract surgery and to determine risk factors, including prior first-eye pCME. DESIGN: Retrospective, clinical database study. PARTICIPANTS: Patients undergoing bilateral nonsimultaneous cataract surgeries in 8 UK National Health Service clinical centers between July 2003 and March 2015. METHODS: We excluded patients with a history of diabetic macular edema (DME) or CME and perioperative topical nonsteroidal anti-inflammatory drug use in either eye. We calculated the overall risk of pCME and used Poisson model with robust estimation of standard error to identify potential risk factors for pCME in the fellow eye. MAIN OUTCOME MEASURE: The risk of postoperative clinical pCME in the fellow eye. RESULTS: A total of 54 209 patients were included. The mean age was 74.6 ± 10.4 years, and 38.8% were male. The fellow eye developed pCME in 544 patients (1%). The risk of fellow-eye pCME among patients without first-eye pCME was 0.9%. However, the risk of fellow-eye pCME among those with first-eye pCME was 10.7%. In the fully adjusted model, we found that the risk factors for the development of fellow-eye pCME were first-eye pCME (RR, 8.55, 95% confidence interval [CI], 6.19-11.8), epiretinal membrane (ERM) (RR, 4.1, CI, 2.63-6.19), history of retinal vein occlusion (RR, 2.94, CI, 1.75-4.93), diabetes without history of DME (RR, 2.08, CI, 1.73-2.5), advanced cataract (RR, 1.75, CI, 1.16-2.65), prostaglandin analogue use preoperatively (RR, 1.49, CI, 1.13-1.97), and male sex (RR, 1.19, CI, 1.0-1.41). CONCLUSIONS: History of pCME in the first-operated eye is the strongest independent risk factor for the development of pCME in the fellow eye. Our findings may guide clinicians in counseling patients on the risk of pCME before performing cataract surgery in the fellow eye and help in identifying high-risk patients who may benefit from prophylactic therapy. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found after the references.


Assuntos
Catarata , Retinopatia Diabética , Edema Macular , Humanos , Masculino , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Feminino , Edema Macular/diagnóstico , Edema Macular/epidemiologia , Edema Macular/etiologia , Retinopatia Diabética/complicações , Pseudofacia/etiologia , Estudos Retrospectivos , Medicina Estatal , Catarata/complicações
4.
Curr Opin Ophthalmol ; 34(1): 84-93, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36373749

RESUMO

PURPOSE OF REVIEW: Cataract surgery in eyes of patients with short axial length (AL) can be technically challenging and is associated with a high risk of intra- and postoperative complications. Several technical and surgical strategies have been proposed to optimize the visual outcome and decrease the rate of surgical complications and it is important to understand their applications in these cases. RECENT FINDINGS: Traditional intraocular lens (IOL) measurement formulas in eyes with short AL have reduced reliability. Novel formulas such as the Kane formula provide a better refractive prediction. Surgery can be difficult in short eyes due to the crowdedness of the anterior chamber (AC) and the associated scleral abnormalities increasing the risk of uveal effusion. Surgical techniques such as prophylactic scleral incisions, limited pars plana anterior vitrectomy, and modified hydrodissection, have been shown to facilitate surgery in extremely short eyes and decrease the rate of operative complications. Although cataract surgery improves vision in these cases, short AL and shallow AC have been associated with worse visual outcomes. SUMMARY: Newer 4 th generation IOL formulas have improved the refractive outcomes of cataract surgery in eyes with short AL. There are multiple evolving surgical strategies for optimizing surgery in these eyes. However, studies on the surgical and visual outcomes of cataract surgery in eyes with short AL are limited by their design and sample size. With further research and continued clinical experiences, we hope to develop evidence-based algorithms for the management of these complex cases.


Assuntos
Catarata , Humanos , Adulto , Reprodutibilidade dos Testes , Catarata/complicações
5.
Graefes Arch Clin Exp Ophthalmol ; 261(12): 3511-3520, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37347245

RESUMO

PURPOSE: To analyze the impact of axial length (AL) on the visual outcome and rate of perioperative complications in phacoemulsification surgery. DESIGN: Retrospective clinical database study. METHODS: Cataract surgery data of 217,556 eyes was extracted from the electronic medical records of 8 ophthalmic centers in the United Kingdom from July 2003 to March 2015. A total of 88,774 eyes without ocular co-pathologies were grouped eyes according to AL (mm): short AL (< 22), average AL (22-26; reference group), and long AL (> 26). MAIN OUTCOMES AND MEASURES: We analyzed visual acuity (VA) outcomes at 4 weeks, 4-12 weeks, and 12-24 weeks postoperatively, as well as the incidence of posterior capsular rupture (PCR), torn iris (TI), cystoid macular edema (CME), and retinal detachment (RD). RESULTS: Mean pre-operative VA (logMAR) was the worst in eyes with long AL compared to average and short AL eyes (VA 0.59 vs. 0.58 and 0.56; p < 0.001). However, post-operative VA at 4-12 weeks was slightly better in the long AL group (0.14 in short and average AL; 0.12 in long AL, p < 0.001). We observed an increased odds of TI in the short AL group (OR 2.09, 95% CI 1.60-2.75). There was increased risk of RD in long AL eyes (p < 0.001). However, PCR and CME rates were not different. CONCLUSION: In the absence of any coexisting ocular pathology, AL alone did not have an impact on VA improvement or the risk of encountering PCR or CME. The risk of TI was greater in the short AL group, and the risk of RD was higher in the long AL group.


Assuntos
Extração de Catarata , Edema Macular , Oftalmologia , Facoemulsificação , Humanos , Extração de Catarata/efeitos adversos , Edema Macular/diagnóstico , Edema Macular/epidemiologia , Edema Macular/etiologia , Facoemulsificação/efeitos adversos , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos
6.
Retina ; 43(12): 2123-2125, 2023 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-37983380

RESUMO

PURPOSE: To describe a novel technique for direct perfluorocarbon liquid (PFCL)-silicone oil exchange that aims to reduce the inherent risk of intraoperative intraocular pressure spike. METHODS: We use the conventional setup for passive PFCL-silicone exchange, but intentionally create a mismatch between the passive PFCL aspiration and the active silicone injection that favors the PFCL extrusion. This is achieved by converting one port to a large gauge one-23 or 20-gauge. RESULTS: We did not note the occurrence of high intraocular pressure spikes with this technique as noted by disk pallor or attenuated vessels. CONCLUSION: A hybrid 23/25-gauge technique for direct PFCL-silicone oil exchange is safe and reduces the risk of intraoperative intraocular pressure spike.


Assuntos
Fluorocarbonos , Descolamento Retiniano , Humanos , Óleos de Silicone , Drenagem/métodos , Vitrectomia/métodos , Descolamento Retiniano/cirurgia
7.
Retina ; 43(4): 581-584, 2023 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-36727989

RESUMO

PURPOSE: To report on results of pars plana vitrectomy with ILM peeling in patients with rhegmatogenous retinal detachment (RRD) and concomitant macular hole (MH) and to assess for preoperative associated conditions related to this type of RRD. METHODS: Patients undergoing surgical repair for RRD between 2014 and 2021 were reviewed, and subjects with concomitant, non-causal, macular hole were identified. We studied post-operative macular status, retinal reattachment rate and visual acuity. RESULTS: Over 532 eyes operated on for RRD, 11 (2.06%) had a concurrent non-causal macular hole. Preoperative PVR B or superior was recorded in 86 eyes (16.6%) of the entire cohort and in 6 eyes (54.54 %) with RRD and concomitant MH (p=0.00001). Severe hypotony with choroidal detachment was present in 15 eyes (2.81%) of the entire cohort and in 3 eyes (27.27%) with RRD and concomitant MH (p=<0.00001). CONCLUSIONS: RRD with concomitant MH is an infrequent association. Retinal reattachment and anatomical hole closure can be achieved in most of cases but despite this fact, functional recovery is usually not good. Preoperative PVR is a more frequent finding in this group of patients, as well as severe hypotony with choroidal detachment.


Assuntos
Descolamento Retiniano , Perfurações Retinianas , Humanos , Descolamento Retiniano/diagnóstico , Descolamento Retiniano/cirurgia , Descolamento Retiniano/complicações , Perfurações Retinianas/complicações , Perfurações Retinianas/cirurgia , Vitrectomia/métodos , Tomografia de Coerência Óptica , Retina , Estudos Retrospectivos
8.
Graefes Arch Clin Exp Ophthalmol ; 260(7): 2079-2086, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35175410

RESUMO

OBJECTIVE: We conducted a systematic review to evaluate the outcome of macular hole (MH) treatment in eyes with uveitis. DATA SOURCE: We searched PubMed and Embase databases from inception through August 15, 2021. STUDY SELECTION: We included eyes with MHs secondary to uveitis that were managed medically or underwent pars plana vitrectomy (PPV). We excluded eyes with idiopathic MH and those secondary to causes other than uveitis. RESULTS: Of 27 articles, we identified 86 eyes with MH secondary to uveitis that received either conservative medical treatment alone or PPV with adequate follow-up. The mean (± SD) age of patients included in this review was 46.6 (± 16.8) years; 60.5% were males. The most common etiology of uveitis was Behçet's disease (34.6%) and toxoplasmosis (19.7%). The most common anatomical location of uveitis was posterior (59.3%) followed by panuveitis (35.2%). The mean (± SD) baseline LogMAR vision was 1.1 (± 0.5). Conservative medical treatment was employed in 34.9%, while PPV was performed in 65.1% of eyes. Overall, the mean (SD) LogMAR vision improved from 1.1 (± 0.5) at baseline to 0.7 (± 0.5) after treatment. Inflammation-related MHs were closed in 40% of eyes after conservative therapy and in 87.5% of eyes after PPV. Visual improvement occurred in most eyes (83.9%) that had successful closure of their MH. CONCLUSIONS: Visual improvement occurs in most eyes that had successful closure of their inflammation-related MH. Conservative medical control of uveitis may lead to closure of inflammation-related MHs and is an important step prior to surgery, if required. Surgical intervention for inflammation-related MHs is associated with good functional and anatomical results.


Assuntos
Perfurações Retinianas , Uveíte , Adulto , Feminino , Humanos , Inflamação , Masculino , Pessoa de Meia-Idade , Perfurações Retinianas/diagnóstico , Perfurações Retinianas/etiologia , Perfurações Retinianas/cirurgia , Estudos Retrospectivos , Resultado do Tratamento , Uveíte/complicações , Uveíte/diagnóstico , Uveíte/terapia , Acuidade Visual , Vitrectomia/métodos
9.
Graefes Arch Clin Exp Ophthalmol ; 260(3): 817-825, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34625846

RESUMO

PURPOSE: To compare visual outcomes, incidence of cystoid macular edema (CME), and rate of repeat epiretinal membrane (ERM) surgery following phacovitrectomy for primary and secondary ERM. METHODS: Retrospective review of 178,856 cataract surgeries from 2003 to 2015. Eyes that underwent cataract surgery combined with ERM peel were included (n = 708). Eyes were divided into primary (n = 538) and secondary (n = 170) ERM groups. Patient demographics, visual acuity (VA), and postoperative CME were recorded. RESULTS: Patients with secondary ERM had worse preoperative VA, 0.9 ± 0.6 logMAR (20/160 Snellen equivalent) as compared to patients with primary ERM, 0.6 ± 0.3 (20/80), respectively (p < 0.0001). There was no difference between the secondary and primary ERM groups in postoperative vision (0.5 ± 0.4 logMAR vs. 0.5 ± 0.3; p = 0.9962) or proportion with VA ≥ 20/40 (46.4% vs. 43.1%; p = 0.6744) at 12-24 weeks. Postoperative CME was twice as likely in the secondary ERM group (16.5%) compared to the primary ERM group (7.8%) (p = 0.0018). There was no difference in the rate of repeat ERM surgery between the secondary ERM group (1.8%) and the primary ERM group (1.5%) (p = 0.7308). CONCLUSION: Eyes with secondary ERM had significant postoperative improvement in VA. They had worse preoperative VA and had a twofold increase in postoperative CME than primary ERM.


Assuntos
Extração de Catarata , Catarata , Membrana Epirretiniana , Catarata/complicações , Membrana Epirretiniana/complicações , Membrana Epirretiniana/diagnóstico , Membrana Epirretiniana/cirurgia , Humanos , Estudos Retrospectivos , Acuidade Visual , Vitrectomia
10.
Retina ; 41(2): 423-430, 2021 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-32467482

RESUMO

PURPOSE: To evaluate the visual outcome associated with intravitreal antibiotics (IVA) and pars plana vitrectomy (PPV) for acute postprocedure endophthalmitis. METHODS: Data from 237 eyes presenting with acute postprocedure endophthalmitis were collected from 57 retina specialists in 28 countries. All eyes were treated with IVA on the day of presentation. We classified eyes according to the method of treatment used as IVA and early PPV (IVA + PPV within 1 week of presentation) groups. RESULTS: After exclusion of ineligible eyes, data from 204 eyes were analyzed. The mean (SD) age of patients was 62.7 (21.8) years and 69.3 (12.7) years in the IVA and PPV groups, respectively (P = 0.18). Endophthalmitis secondary to cataract, intravitreal injections, PPV, and other intraocular procedures represented 64.2%, 16.2%, 13.7%, and 5.9% of cases, respectively. Intravitreal antibiotics alone were administered in 55 eyes (27.0%), and early PPV was performed in 149 eyes (73.0%). No difference was found between groups in the final visual acuity of ≥20/60 (43.6%, 65 eyes vs. 34.5%, 19 eyes) and ≤counting fingers (30.9%, 46 eyes vs. 36.4%, 20 eyes) for IVA versus early PPV groups, respectively. Vision of light perception (odds ratio = 12.2; 95% confidence interval: 2.0-72.6) and retinal detachment (odds ratio = 7.7; 95% confidence interval: 1.5-409) at baseline were predictive of vision of ≤counting fingers. Retinal detachment at baseline (odds ratio = 20.4; 95% confidence interval: 1.1-372.1) was predictive of final retinal detachment status. CONCLUSION: The current retrospective multicenter cohort of eyes with acute postprocedure endophthalmitis reports similar outcomes after treatment with IVA alone when compared with IVA and early PPV within 1 week of presentation.


Assuntos
Antibacterianos/efeitos adversos , Endoftalmite/fisiopatologia , Infecções Oculares Bacterianas/fisiopatologia , Descolamento Retiniano/terapia , Acuidade Visual , Vitrectomia/efeitos adversos , Doença Aguda , Idoso , Antibacterianos/administração & dosagem , Endoftalmite/diagnóstico , Endoftalmite/etiologia , Infecções Oculares Bacterianas/diagnóstico , Infecções Oculares Bacterianas/etiologia , Infecções Oculares Bacterianas/terapia , Feminino , Seguimentos , Humanos , Injeções Intravítreas/efeitos adversos , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias , Descolamento Retiniano/diagnóstico , Estudos Retrospectivos , Óleos de Silicone/administração & dosagem , Óleos de Silicone/efeitos adversos
11.
Retina ; 40(3): 507-520, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-30608346

RESUMO

PURPOSE: To evaluate the long-term results of autologous retinal pigment epithelium (RPE) and choroid transplantation (RPE-choroid patch) for exudative and atrophic maculopathies. METHODS: Consecutive chart review of 120 eyes, which underwent RPE-choroid patch, from 2007 to 2017 for RPE atrophy or choroidal neovascular membrane secondary to exudative and hemorrhagic age-related macular degeneration, myopia, angioid streaks, and laser. Eyes were tested with best-corrected visual acuity (BCVA), reading ability, optical coherence tomography, fluorescein angiography and indocyanine green angiography, autofluorescence, and microperimetry. RESULTS: Eighty-eight eyes of 84 patients had complete data, with 2- to 10-year follow-up. Mean age was 71.9 ± 9.06 years. Mean preoperative and postoperative BCVA was 20/320 (1.2 ± 0.2 logMAR) and 20/200 (0.94 ± 0.36 logMAR), respectively (P = 0.009). Reading ability recovered in 43% of cases. Microperimetry showed central fixation. A gain of at least 15 letters was obtained in 40% of eyes. Integrity (P = 0.009) of external limiting membrane and higher preoperative BCVA (P = 0.001) predicted better final BCVA. Complications were retinal detachment (11.4%), macular atrophy (7%), subretinal hemorrhage (4.5%), epiretinal membrane (4.5%), recurrent choroidal neovascular membrane (4.5%), macular hole (3.4%), and cystoid edema (3%). CONCLUSION: Autologous RPE-choroid patch achieved long-lasting BCVA improvement and central fixation, in eyes with choroidal neovascular membrane and intact external limiting membrane. Atrophic maculopathies only obtained temporary visual benefit.


Assuntos
Corioide/transplante , Macula Lutea/patologia , Epitélio Pigmentado da Retina/transplante , Acuidade Visual , Degeneração Macular Exsudativa/cirurgia , Adulto , Idoso , Idoso de 80 Anos ou mais , Atrofia , Feminino , Angiofluoresceinografia/métodos , Seguimentos , Fundo de Olho , Humanos , Macula Lutea/cirurgia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Tempo , Tomografia de Coerência Óptica/métodos , Transplante Autólogo , Resultado do Tratamento , Degeneração Macular Exsudativa/diagnóstico
12.
Pattern Recognit Lett ; 135: 409-417, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32704196

RESUMO

Diabetic Retinopathy (DR) may result in various degrees of vision loss and even blindness if not diagnosed in a timely manner. Therefore, having an annual eye exam helps early detection to prevent vision loss in earlier stages, especially for diabetic patients. Recent technological advances made smartphone-based retinal imaging systems available on the market to perform small-sized, low-powered, and affordable DR screening in diverse environments. However, the accuracy of DR detection depends on the field of view and image quality. Since smartphone-based retinal imaging systems have much more compact designs than a traditional fundus camera, captured images are likely to be the low quality with a smaller field of view. Our motivation in this paper is to develop an automatic DR detection model for smartphone-based retinal images using the deep learning approach with the ResNet50 network. This study first utilized the well-known AlexNet, GoogLeNet, and ResNet50 architectures, using the transfer learning approach. Second, these frameworks were retrained with retina images from several datasets including EyePACS, Messidor, IDRiD, and Messidor-2 to investigate the effect of using images from the single, cross, and multiple datasets. Third, the proposed ResNet50 model is applied to smartphone-based synthetic images to explore the DR detection accuracy of smartphone-based retinal imaging systems. Based on the vision-threatening diabetic retinopathy detection results, the proposed approach achieved a high classification accuracy of 98.6%, with a 98.2% sensitivity and a 99.1% specificity while its AUC was 0.9978 on the independent test dataset. As the main contributions, DR detection accuracy was improved using the deep transfer learning approach for the ResNet50 network with publicly available datasets and the effect of the field of view in smartphone-based retinal imaging was studied. Although a smaller number of images were used in the training set compared with the existing studies, considerably acceptable high accuracies for validation and testing data were obtained.

16.
Ophthalmology ; 125(11): 1683-1691, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30041814

RESUMO

PURPOSE: To analyze the visual outcomes and rate of intraoperative complications of phacoemulsification surgery after prior pars plana vitrectomy (PPV). DESIGN: Retrospective, multicenter database study. PARTICIPANTS: Eyes that underwent phacoemulsification between June 2005 and March 2015 at 8 sites in the United Kingdom. METHODS: Study eyes were classified as vitrectomized (prior PPV group) or nonvitrectomized (reference group) depending on the vitreous state at the time of cataract surgery. Eyes with multiple intraocular surgeries or history of ocular diseases known to cause cataract progression or increased risk of intraoperative complications during phacoemulsification were excluded. MAIN OUTCOME MEASURES: Logarithm of the minimum angle of resolution (logMAR) visual acuity (VA), rate of intraoperative complications, and time interval to cataract surgery. RESULTS: Eyes in the prior PPV group (n = 2221) had worse preoperative logMAR VA (0.96±0.60 vs. 0.62±0.52, P < 0.0001), were from younger patients, and had longer axial lengths than the nonvitrectomized group (n = 136 533). At all postoperative time points measured up to 24 weeks, mean vision was poorer in the prior PPV group (0.41±0.47 vs. 0.17±0.29 at 4-12 weeks, P < 0.0001) and a smaller proportion of eyes achieved postoperative VA ≤0.30 logMAR (Snellen, ≥20/40) (60.8% vs. 86.5% at 4-12 weeks, P < 0.0001). The rate of posterior capsular rupture was not different between the prior PPV (1.5%) and the nonvitrectomized (1.7%) groups, but the incidences of zonular dialysis (1.3% vs. 0.6%) and dropped nuclear fragments (0.6% vs. 0.2%) were higher in the prior PPV group (P < 0.0001). The mean time interval between PPV and cataract surgery was 399 days. CONCLUSIONS: We found a significant improvement in VA with postvitrectomy cataract surgery. However, compared with eyes without prior PPV, there was a worse mean postoperative vision of 0.2 logMAR units, a higher rate of zonular dialysis and dropped nuclear fragments, and a similar rate of posterior capsule rupture.


Assuntos
Complicações Intraoperatórias/epidemiologia , Facoemulsificação/estatística & dados numéricos , Acuidade Visual/fisiologia , Vitrectomia , Idoso , Bases de Dados Factuais , Registros Eletrônicos de Saúde/estatística & dados numéricos , Feminino , Seguimentos , Humanos , Incidência , Implante de Lente Intraocular , Masculino , Pessoa de Meia-Idade , Oftalmologia/estatística & dados numéricos , Pseudofacia/fisiopatologia , Estudos Retrospectivos , Medicina Estatal/estatística & dados numéricos , Reino Unido/epidemiologia
17.
Retina ; 38(2): 334-342, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28221255

RESUMO

BACKGROUND/PURPOSE: To audit variations in primary rhegmatogenous retinal detachment (RD) anatomical failure rates between surgeons, grades of surgeons, and techniques of RD surgery. METHODS: Clinical data of a total of 5,857 eyes undergoing primary RD surgery, from 2000 to 2013 were retrospectively extracted from 15 centers using the same commercially available electronic medical record system, from three vitreoretinal units using an in-house electronic medical record, and from the British and Eire Association of Vitreoretinal Surgeons online registry. RESULTS: The 5,857 primary RD operations were performed by 117 surgeons: 3,349 (57.2%) by consultants, 520 (8.9%) by independent nonconsultants, and 1,988 (33.9%) by trainees. Surgery comprised pars plana vitrectomy for 4,666 (79.7%) operations, scleral buckle for 815 (13.9%), and pars plana vitrectomy + scleral buckle for 376 (6.4%). The RD reoperation rate at 6 months after primary surgery was 13.9% (725/5,202) and did not differ significantly between consultants and trainees (P = 0.382). For surgeons contributing ≥50 cases, the mean (range) reoperation rates were 13.1% (6.7%-26.8%), 15.1% (11.3%-18.2%), and 15.3% (9.4%-22.1%) for consultants, independent nonconsultants, and trainee surgeons, respectively. The scleral buckle failure rate was not significantly different from pars plana vitrectomy (P = 0.095). Data were not adjusted for case-mix complexity. CONCLUSION: The grades of surgeons and the technique of surgery were not associated with a significant difference in primary unadjusted RD failure rates.


Assuntos
Oftalmologistas/estatística & dados numéricos , Oftalmologia/organização & administração , Complicações Pós-Operatórias/epidemiologia , Sistema de Registros , Descolamento Retiniano/cirurgia , Sociedades Médicas/estatística & dados numéricos , Cirurgia Vitreorretiniana , Adulto , Bases de Dados Factuais/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Falha de Tratamento , Reino Unido/epidemiologia
19.
Graefes Arch Clin Exp Ophthalmol ; 255(4): 725-732, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27878430

RESUMO

PURPOSE: To report the short-term safety of dexamethasone implants to treat macular edema due to retinal vein occlusion (RVO), in eyes with treated glaucoma or ocular hypertension at baseline using an as-needed re-treatment regimen. METHODS: Retrospective clinical database study from two centers using the same electronic medical record system. Extracted data included: intraocular pressure (IOP), visual acuity (VA), central 1 mm retinal thickness (CRT) by optical coherence tomography, phakic status, number of injections, glaucoma treatment, and peri-operative complications. RESULTS: Thirty-three eyes of 33 patients on IOP-lowering treatment for glaucoma or ocular hypertension (OHT) at baseline and mean IOP of 16 mmHg at baseline received one to four (mean, 1.8; median, 1) dexamethasone implants over 18 months for RVO-related macular edema. Fourteen eyes (42 %) had IOP of ≥21 mmHg, and three eyes (9 %) had IOP of ≥35 mmHg at one or more visits during the study period. Nine of 14 eyes (64 %) with raised IOP required additional topical treatment only for a mean (SE) period of 8.5 months (3.2), while the remaining five eyes (36 %) required long-term additional IOP-lowering treatment for a mean (SE) of 16 months (1.44). Surgery for IOP lowering was not required in any eye. Mean VA (SE) improved from 44 (3) ETDRS letters at baseline to 47 letters (5) at 2 months (p = 0.049), 48 (8) letters at 6 months and 46 (4) letters at 12 months. Mean CRT (SE) improved from 530 (25) µm at baseline to 323 (27) µm at 2 months (p < 0.001), 498 (76) µm at 6 months, and 359 (25) µm at 12 months (p < 0.001). CONCLUSION: The short-term IOP rise after intravitreal dexamethasone implant in eyes with glaucoma or ocular hypertension at baseline was acceptable and consistent with previous reports in patients without preexisting glaucoma. Treated OHT or glaucoma may not be a strict contraindication against the use of dexamethasone implant, but close monitoring of IOP is required.


Assuntos
Anti-Hipertensivos/uso terapêutico , Dexametasona/administração & dosagem , Glaucoma/complicações , Edema Macular/tratamento farmacológico , Hipertensão Ocular/complicações , Oclusão da Veia Retiniana/complicações , Acuidade Visual , Idoso de 80 Anos ou mais , Relação Dose-Resposta a Droga , Implantes de Medicamento , Quimioterapia Combinada , Feminino , Seguimentos , Glaucoma/tratamento farmacológico , Glucocorticoides , Humanos , Pressão Intraocular , Injeções Intravítreas , Edema Macular/diagnóstico , Edema Macular/etiologia , Masculino , Hipertensão Ocular/tratamento farmacológico , Oclusão da Veia Retiniana/diagnóstico , Oclusão da Veia Retiniana/tratamento farmacológico , Estudos Retrospectivos , Fatores de Tempo , Tomografia de Coerência Óptica , Resultado do Tratamento
20.
Retina ; 42(1): e9-e10, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-34935771
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