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1.
Ophthalmology ; 131(5): 534-544, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38008289

RESUMEN

PURPOSE: To quantify the burden of ocular injuries on deployed US service members by calculating disability-adjusted life years (DALYs). DESIGN: Retrospective, observational cohort study. PARTICIPANTS: US service members with ocular injuries sustained in combat zones from January 1, 2001 to May 19, 2020. METHODS: Health states and duration of injuries were identified using data from the Defense and Veterans Eye Injury and Vision Registry. These health states were mapped to disability weights from the Global Burden of Disease (GBD) study. Average duration of injury or illness was calculated until remission or death. For the latter, life expectancy at age of sustaining injury, as identified from US Life Tables from the National Vital Statistics Reports 2020, was used. Using Defense Manpower Data Center reports capturing number of service members deployed per year, incidence rates were calculated for ocular injury and DALYs. MAIN OUTCOME MEASURES: Disability-adjusted life years of ocular injury. RESULTS: Seventeen thousand five hundred fifty-five patients sustained ocular injury that incurred DALYs. In total, these injuries resulted in 11 214 DALYs (average, 0.64 DALYs per included patient and 20.6 DALYs per 10 000 US service members per year). Severe impairment of distance vision (77.9%) and blindness (10.6%) were the primary contributors of DALYs. Although only 9.3% of patients sustained a permanent ocular injury, permanent disability accounted for 99.5% of total DALYs. The average yearly incidence rate of ocular injury was 32.0 cases per 10 000 US service members. Foreign body was the most frequent injury type (2754 occurrences), followed by abrasion (2419 occurrences) and multiple injury types (1429 occurrences). The most DALYs occurred in patients with multiple injury types (2485 DALYs), followed by abrasion (accounting for 725 DALYs) and foreign body (accounting for 461 DALYs). DISCUSSION: We report higher average DALYs per case ratio among US service members compared with the general population studied by the GBD study, highlighting the differences in probabilities of permanent injury between the two studies. Our study provides understanding of the impact of ocular injuries on active-duty service members and lays the groundwork for further research and interventions to mitigate their burden. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

2.
Eye (Lond) ; 37(1): 109-119, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-35027708

RESUMEN

PURPOSE: To review ophthalmic trauma malpractice claims in the Ophthalmic Mutual Insurance Company (OMIC) database to determine the frequency and causes of litigation. METHODS: A retrospective case series analysis of ophthalmic trauma claims from 2009 to 2019 was completed. Cases were selected only if the injury was secondary to trauma (e.g., fall, gunshot wound, paintball injury, etc.); iatrogenic traumatic surgical injuries were excluded. RESULTS: 31 closed cases associated with 40 total claims related to ophthalmic trauma out of 2565 claims (1.56%) in the OMIC database were analysed. 13 of the 31 cases (41.9%) were decided for the plaintiff. In decisions for the plaintiff, the median settlement amount was $330,000 (range $125,000-$1,000,000). The most frequent initial diagnoses were corneal abrasion (n = 10), hyphema (n = 5) and open-globe injury (n = 5), and the most common final diagnoses were endophthalmitis (n = 8), intraocular foreign body (n = 7) and retinal detachment (n = 7). The most common causes of malpractice litigation were a delay in referral or follow-up (n = 11) and failure to get appropriate imaging (n = 8). In the 13 cases decided for the plaintiff, experts concluded nine did not meet standard of care. CONCLUSIONS: Ophthalmic trauma malpractice claims are very uncommon in the United States, however, the payout is higher than non-trauma settlements, and approximately 40% of cases were decided for the plaintiff. Care could be improved with a careful history and complete ophthalmic examination (with dilated fundoscopy), imaging in appropriate patients, meticulous documentation, and early sub-specialist referral when the diagnosis or management plan was unclear.


Asunto(s)
Cuerpos Extraños en el Ojo , Seguro , Mala Praxis , Heridas por Arma de Fuego , Humanos , Estados Unidos , Estudios Retrospectivos , Bases de Datos Factuales
3.
Ophthalmic Surg Lasers Imaging Retina ; 53(9): 493-501, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-36107623

RESUMEN

BACKGROUND AND OBJECTIVE: The goal of this study was to determine the anatomic outcome of traumatic retinal detachment (RD) from combat ocular trauma. MATERIALS AND METHODS: Retrospective study of patients sustaining a traumatic RD in Operation Iraqi Freedom and Operation Enduring Freedom who were evacuated to Walter Reed Army Medical Center from 2001 to 2011. The Fisher exact test, Wilcoxon rank sum test, and Agresti and Coull methods were used for analyses. RESULTS: There were 143 eyes of 134 patients in which a traumatic RD developed, of a total of 890 eyes of 652 patients in the Walter Reed Ocular Trauma Database. Based on our results, predictors for failure to reattach the retina include maculaoff status (P = .0002), open-globe injury (P = .03), proliferative vitreoretinopathy postoperatively (P = .002), and presence of hyphema (P = .02). Intraocular foreign body and time to initial retinal surgery did not increase risk for failure. Thirty-four percent (34%) of eyes failed to be reattached. CONCLUSIONS: Traumatic RD due to injury sustained in a combat zone resulted in poor prognosis, with 82.09% of eyes with RD having a best-corrected visual acuity worse than 20/200. The anatomic success of RD repair was shown to be 65.71%, likely owing to the severity of the injuries, concomitant systemic injuries, and delayed surgical intervention. [Ophthalmic Surg Lasers Imaging Retina 2022;53:493-501.].


Asunto(s)
Cuerpos Extraños en el Ojo , Desprendimiento de Retina , Cuerpos Extraños en el Ojo/complicaciones , Humanos , Desprendimiento de Retina/diagnóstico , Desprendimiento de Retina/etiología , Desprendimiento de Retina/cirugía , Estudios Retrospectivos , Factores de Riesgo , Agudeza Visual
4.
JAMA Ophthalmol ; 140(8): 819-826, 2022 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-35862061

RESUMEN

Importance: Ocular trauma terminology should be periodically updated to enable comprehensive capturing and monitoring of ocular trauma in clinical and research settings. Objective: To update terminology for globe and adnexal trauma. Design, Setting, and Participants: A 2-round modified Delphi survey was conducted from January 1 to July 31, 2021, using an expert panel, including 69 ophthalmologists identified through their membership in ophthalmology (globe and adnexal trauma) societies. Consensus was defined as at least 67% expert agreement. A steering committee developed questions after identifying gaps in the current terminology via a targeted literature review. Round 1 sought consensus on existing and newly proposed terminology, and round 2 focused on unresolved questions from round 1. Experts included ophthalmologists who had managed, on average, 52 globe or adnexal trauma cases throughout their careers and/or published a total of 5 or more globe or adnexal trauma-related peer-reviewed articles. Main Outcomes and Measures: Expert consensus on ocular and adnexal terms. Results: A total of 69 experts participated in and completed round 1 of the survey. All 69 participants who completed round 1 were asked to complete round 2, and 58 responses were received. Consensus was reached for 18 of 25 questions (72%) in round 1 and 4 of 7 questions (57%) in round 2. Existing Birmingham Eye Trauma Terminology system terminology achieved consensus of 84% (58 of 69 experts) in round 1 and 97% (56 of 58 experts) in round 2. Experts agreed on the need for further refinement of the definition of zones of injury (55 of 69 [80%]), as the zone affected can have a substantial effect on visual and functional outcomes. There was consensus that the mechanism of injury (52 of 69 [75%]) and status of the lacrimal canaliculi (54 of 69 [78%]), nasolacrimal ducts (48 of 69 [69%]), lens (46 of 58 [80%]), retina (42 of 58 [73%]), and central and paracentral cornea (47 of 58 [81%]) be included in the revised terminology. Conclusions and Relevance: There was consensus (defined as at least 67% expert agreement) on continued use of the existing Birmingham Eye Trauma Terminology system definitions and that additional terms are required to update the current ocular trauma terminology.


Asunto(s)
Lesiones Oculares , Oftalmología , Consenso , Técnica Delphi , Lesiones Oculares/diagnóstico , Humanos , Encuestas y Cuestionarios
5.
Mil Med ; 2022 Mar 09.
Artículo en Inglés | MEDLINE | ID: mdl-35260903

RESUMEN

INTRODUCTION: Traumatic brain injury (TBI) remains a significant source of disability for active duty service members in both deployed and training settings as well as those who have left active service. Service members with ocular trauma are at risk for a TBI and should be screened appropriately. Early detection results in treatment to minimize long-term sequelae which can often be debilitating. This study is the first to evaluate different combat-related ocular injuries and their associations with TBI. MATERIALS AND METHODS: A secondary analysis of existing data was conducted from a prospective study of patients who sustained combat ocular trauma (COT) during Operation Iraqi Freedom (OIF) and Operation Enduring Freedom (OEF) between 2006 and 2020. Clinical data of a total of 88 participants were gathered and each case reviewed, including patient demographics, injury-related factors, history of TBI, and treatments rendered. All cases were then categorized to compare COT (n = 13) versus COT-T (Combat Ocular Trauma associated with TBI; n = 75). The Fisher's exact test was completed for each category to assess for predictive factors of TBI within the ophthalmic trauma cohort. Odds ratios were calculated with their 95% CI. RESULTS: When compared to COT, COT-T was significantly associated with closed globe injuries (56%; OR 4.24, 95% CI 1.08-16.67), blast injuries (89.3%; OR 3.72, 95% CI 0.93-14.9), multiple surgeries (89%; OR 2.51, 95% CI 0.57-11.08), anterior segment injuries (69.3%; OR 1.41, 95% CI 0.42-4.79), optic nerve injuries (24%; OR 1.05, 95% CI 0.26-4.25), orbital fractures (48%; OR 2.08, 95% CI 0.59-7.34), enucleation (17.3%; OR 2.52, 95% CI 0.300-21.08), the use of eye protection (68.6%; OR 2.18, 95% CI 0.57-8.32), and the need to undergo plastic surgery (78.7%; OR 2.30, 95% CI 0.66-8.02). Significant factors associated with COT included penetrating injury (30.8%; OR 0.027, 95% CI 0.07-1.08), posterior segment injuries (92%; OR 0.264, 95% CI 0.032-2.17), bilateral injuries (76.9%; OR 0.678, 95% CI 0.17-2.69), and bilateral blindness (7.7%; OR 0.857, 95% CI 0.092-7.99). CONCLUSIONS: Patients who have sustained combat-related ocular injuries, specifically blast injury, anterior segment injury, or an orbital fracture, were noted to be more likely to have also sustained a TBI. However, of the evaluated variables in predicting the co-occurrence of TBI, only closed globe injury was identified as statistically significant. Service members with injuries requiring multiple surgical procedures, reconstructive plastic surgery, or enucleation of an eye were also more likely to be diagnosed with a TBI, but these variables were not found to be predictive of TBI among ocular trauma patients. The presence of eye protection was not protective against TBI. Further studies are needed to find significant predictors of TBI in combat ocular trauma patients to assist in the early and accurate detection of TBI.

6.
Ophthalmology ; 129(5): 571-584, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-34990643

RESUMEN

PURPOSE: To develop deep learning models to perform automated diagnosis and quantitative classification of age-related cataract from anterior segment photographs. DESIGN: DeepLensNet was trained by applying deep learning models to the Age-Related Eye Disease Study (AREDS) dataset. PARTICIPANTS: A total of 18 999 photographs (6333 triplets) from longitudinal follow-up of 1137 eyes (576 AREDS participants). METHODS: Deep learning models were trained to detect and quantify nuclear sclerosis (NS; scale 0.9-7.1) from 45-degree slit-lamp photographs and cortical lens opacity (CLO; scale 0%-100%) and posterior subcapsular cataract (PSC; scale 0%-100%) from retroillumination photographs. DeepLensNet performance was compared with that of 14 ophthalmologists and 24 medical students. MAIN OUTCOME MEASURES: Mean squared error (MSE). RESULTS: On the full test set, mean MSE for DeepLensNet was 0.23 (standard deviation [SD], 0.01) for NS, 13.1 (SD, 1.6) for CLO, and 16.6 (SD, 2.4) for PSC. On a subset of the test set (substantially enriched for positive cases of CLO and PSC), for NS, mean MSE for DeepLensNet was 0.23 (SD, 0.02), compared with 0.98 (SD, 0.24; P = 0.000001) for the ophthalmologists and 1.24 (SD, 0.34; P = 0.000005) for the medical students. For CLO, mean MSE was 53.5 (SD, 14.8), compared with 134.9 (SD, 89.9; P = 0.003) for the ophthalmologists and 433.6 (SD, 962.1; P = 0.0007) for the medical students. For PSC, mean MSE was 171.9 (SD, 38.9), compared with 176.8 (SD, 98.0; P = 0.67) for the ophthalmologists and 398.2 (SD, 645.4; P = 0.18) for the medical students. In external validation on the Singapore Malay Eye Study (sampled to reflect the cataract severity distribution in AREDS), the MSE for DeepSeeNet was 1.27 for NS and 25.5 for PSC. CONCLUSIONS: DeepLensNet performed automated and quantitative classification of cataract severity for all 3 types of age-related cataract. For the 2 most common types (NS and CLO), the accuracy was significantly superior to that of ophthalmologists; for the least common type (PSC), it was similar. DeepLensNet may have wide potential applications in both clinical and research domains. In the future, such approaches may increase the accessibility of cataract assessment globally. The code and models are available at https://github.com/ncbi/deeplensnet.


Asunto(s)
Extracción de Catarata , Catarata , Aprendizaje Profundo , Catarata/diagnóstico , Humanos , Fotograbar
7.
Eye (Lond) ; 36(12): 2328-2333, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-34975150

RESUMEN

OBJECTIVES: To analyze the top 100 cited papers on ophthalmic trauma. METHODS: A literature search of Ophthalmology journals within the ISI Web of Science database for the most cited papers related to ophthalmic trauma. RESULTS: The most cited articles were published between 1943 and 2013, the greatest number being published in 2000. Ophthalmology (45), Archives of Ophthalmology (17), and the American Journal of Ophthalmology (15) published most of the articles. The institutions with the highest number of publications were Wilmer Eye Institute (10) and Massachusetts Eye and Ear Infirmary (7). Sixty-seven percent of the articles originated from the USA. The most common type of trauma studied was non-open-globe injuries and the most frequent topic studied were pathological conditions secondary to trauma (34), particularly endophthalmitis (8), and optic neuropathy (6). Articles presenting a standardized classification system for eye injury received the highest average of citations per publication. Types of research most frequently cited were observational clinical studies (62) and epidemiological studies (30); the least frequent were clinical trials (2). CONCLUSION: This bibliographic study provides a historical perspective of the literature and identifies trends within the most highly influential papers on ophthalmic trauma. Many of these articles emerged within the past three decades and came from Ophthalmology journals that remain high impact to this day. Clinical trials have been difficult to conduct and are lacking, reflecting a critical need in ophthalmic trauma research, as most of our understanding of ophthalmic trauma comes from observational and epidemiological studies.


Asunto(s)
Lesiones Oculares , Oftalmología , Publicaciones Periódicas como Asunto , Humanos , Bibliometría , Bases de Datos Factuales
8.
Mil Med ; 187(1-2): 209-215, 2022 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-34117765

RESUMEN

PURPOSE: The purpose of this study was to assess visual and health-related quality of life (QOL) among U.S. military service members who sustained combat ocular trauma (COT) with or without associated traumatic brain injury (TBI). METHODS: This was a single-center, prospective observational study of U.S. service members (n = 88) with COT who were treated at Walter Reed National Military Medical Center. Participants completed the National Eye Institute Visual Function Questionnaire (VFQ-25) at enrollment and at follow-up (>1 year) and supplemental surveys: Neurobehavioral Symptom Inventory, the Medical Outcomes 36-item Short Form Survey (SF-36), and Mayo-Portland Adaptability Inventory. RESULTS: Initial and follow-up VFQ-25 showed a statistically significant increase in median scores for near activities (initial: 75.0, follow-up 83.3; P = .004) and peripheral vision (initial: 50.0, follow-up: 75.0; P = .009) and in composite scores (initial: 79.5, follow-up: 79.8; P = .022). Comparing those who did (n = 78) and did not (n = 8) have a TBI history, there were no significant differences in median change in VFQ-25 composite scores (with TBI: 2.3 vs. no TBI: 10.7; P = .179). Participants with a TBI history had a significantly lower median SF-36 General Health score (with TBI: 67.5 vs. no TBI: 92.5; P = .009). CONCLUSIONS: Vision-related QOL of COT patients is generally good in the long term. However, those with both COT and a history of TBI conditions showed significantly worse functioning in several domains than those without TBI. As TBI is a common finding in COT, this association is an important factor impacting this population's overall clinical presentation and daily functions.


Asunto(s)
Lesiones Traumáticas del Encéfalo , Lesiones Oculares , Personal Militar , Lesiones Traumáticas del Encéfalo/complicaciones , Humanos , Calidad de Vida , Encuestas y Cuestionarios , Agudeza Visual
9.
Retin Cases Brief Rep ; 16(1): 16-19, 2022 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-31990820

RESUMEN

PURPOSE: To report a case of acute posterior multifocal placoid pigment epitheliopathy occurring in temporal association with multiple immunizations in a previously healthy 25-year-old woman. METHODS: Acute posterior multifocal placoid pigment epitheliopathy was diagnosed based on ophthalmological findings of bilateral placoid subretinal lesions complicated by a serous retinal detachment in the left eye. RESULTS: Through HLA typing, the patient was found to possess the HLA-B*40 and HLA-DB1*15 alleles. She was treated with topical prednisolone acetate 1% and monitored for several months. The serous retinal detachment resolved, and visual acuity returned to normal. CONCLUSION: This case report adds to the body of knowledge regarding possible atypical interplay between vaccines and specific T-cell receptors of the host immune system and adds Polio and Tetanus to the growing list of vaccines potentially triggering acute posterior multifocal placoid pigment epitheliopathy. Increased awareness of the presentation of acute posterior multifocal placoid pigment epitheliopathy and that it may arise after immunization may also improve evaluation of acute changes in visual acuity.


Asunto(s)
Vacunas , Síndromes de Puntos Blancos , Adulto , Femenino , Humanos , Vacunas/efectos adversos , Síndromes de Puntos Blancos/diagnóstico
10.
Int Ophthalmol ; 41(12): 4151-4161, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34313931

RESUMEN

PURPOSE: To analyze the 100 most cited articles pertaining to endophthalmitis using bibliometric analysis. METHODS: An all-time Web of Science literature search and refined to peer-reviewed articles in the field of ophthalmology with the keyword "endophthalmitis" was completed. Total citation count of articles published pertaining to endophthalmitis, topic, incidence rate, publishing journals, year published, language, country of origin, number of authors, names of the first and last authors, study type, and number of patients/eyes studied. RESULTS: The top 100 most cited articles pertaining to endophthalmitis had a mean citation count of 362.92, with a range of 175 to 3583. They were published in 20 peer-reviewed journals, with Ophthalmology publishing the most (n = 42). Thirteen different countries were represented, with the majority (n = 77) originating from the USA. The most common study type was clinical experiences (n = 52), though eight of the top ten were clinical trials. The number of patients varied widely, represented by a mean of 9680, but with a median of only 229. The majority (n = 67) examined the incidence of endophthalmitis which included 24 articles after anti-vascular endothelial growth factor injections, 18 after ocular surgeries/procedures, 15 after intraocular steroid injections, eight after chemotoxic drug use, and three after ocular injuries. CONCLUSION: This bibliographic study serves as a unique historical analysis of the top 100 cited scholarly articles pertaining to endophthalmitis with many of the articles related to post-procedural endophthalmitis.


Asunto(s)
Endoftalmitis , Oftalmología , Bibliometría , Endoftalmitis/epidemiología , Endoftalmitis/etiología , Humanos , Inyecciones Intraoculares
11.
Retina ; 41(12): 2564-2570, 2021 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-34050100

RESUMEN

BACKGROUND/PURPOSE: To characterize the nature of posterior segment ocular injuries in combat trauma. METHODS: Eyes in the Walter Reed Ocular Trauma Database were evaluated for the presence of posterior segment injury. Final visual outcomes in open-globe versus closed-globe injuries and by zone of injury and the types of posterior segment injuries in open-globe versus closed-globe injuries were assessed. RESULTS: Four hundred fifty-two of 890 eyes (50.8%) had at least one posterior segment injury. The mechanism of injury was most commonly an improvised explosive device in 280 (62.0%) eyes. Sixty-one patients (13.5%) had a Zone I injury, 50 (11.1%) a Zone II injury, and 341 (75.4%) a Zone III injury. Patients with Zone I injuries were more likely to have a final visual acuity of 20/200 or better compared with patients with either a Zone II (P < 0.001) or Zone III injury (P = 0.007). Eyes with a closed-globe injury were more likely to have a final visual acuity of 20/200 or better compared with those with an open-globe injury (P < 0.001). Furthermore, closed-globe injury compared with open-globe injury had a lower risk of vitreous hemorrhage (odds ratio 0.32, P < 0.001), proliferative vitreoretinopathy (odds ratio 0.14, P < 0.001), and retinal detachment (odds ratio 0.18, P < 0.001) but a higher risk of chorioretinal rupture (odds ratio 2.82, P < 0.001) and macular hole (odds ratio 3.46, P = 0.004). CONCLUSION: Patients with combat ophthalmic trauma had similar posterior segment injury patterns to civilian trauma in open-globe versus closed-globe injuries. Zone II and III injuries were associated with a worse visual prognosis.


Asunto(s)
Traumatismos por Explosión/epidemiología , Lesiones Oculares Penetrantes/epidemiología , Segmento Posterior del Ojo/lesiones , Heridas Relacionadas con la Guerra/epidemiología , Heridas no Penetrantes/epidemiología , Adolescente , Adulto , Traumatismos por Explosión/fisiopatología , Traumatismos por Explosión/cirugía , Lesiones Oculares Penetrantes/fisiopatología , Lesiones Oculares Penetrantes/cirugía , Femenino , Humanos , Guerra de Irak 2003-2011 , Masculino , Persona de Mediana Edad , Medicina Militar , Personal Militar , Segmento Posterior del Ojo/fisiopatología , Estudios Retrospectivos , Índices de Gravedad del Trauma , Agudeza Visual/fisiología , Heridas Relacionadas con la Guerra/fisiopatología , Heridas Relacionadas con la Guerra/cirugía , Heridas no Penetrantes/fisiopatología , Heridas no Penetrantes/cirugía , Adulto Joven
12.
J Am Med Inform Assoc ; 28(6): 1135-1148, 2021 06 12.
Artículo en Inglés | MEDLINE | ID: mdl-33792724

RESUMEN

OBJECTIVE: Reticular pseudodrusen (RPD), a key feature of age-related macular degeneration (AMD), are poorly detected by human experts on standard color fundus photography (CFP) and typically require advanced imaging modalities such as fundus autofluorescence (FAF). The objective was to develop and evaluate the performance of a novel multimodal, multitask, multiattention (M3) deep learning framework on RPD detection. MATERIALS AND METHODS: A deep learning framework (M3) was developed to detect RPD presence accurately using CFP alone, FAF alone, or both, employing >8000 CFP-FAF image pairs obtained prospectively (Age-Related Eye Disease Study 2). The M3 framework includes multimodal (detection from single or multiple image modalities), multitask (training different tasks simultaneously to improve generalizability), and multiattention (improving ensembled feature representation) operation. Performance on RPD detection was compared with state-of-the-art deep learning models and 13 ophthalmologists; performance on detection of 2 other AMD features (geographic atrophy and pigmentary abnormalities) was also evaluated. RESULTS: For RPD detection, M3 achieved an area under the receiver-operating characteristic curve (AUROC) of 0.832, 0.931, and 0.933 for CFP alone, FAF alone, and both, respectively. M3 performance on CFP was very substantially superior to human retinal specialists (median F1 score = 0.644 vs 0.350). External validation (the Rotterdam Study) demonstrated high accuracy on CFP alone (AUROC, 0.965). The M3 framework also accurately detected geographic atrophy and pigmentary abnormalities (AUROC, 0.909 and 0.912, respectively), demonstrating its generalizability. CONCLUSIONS: This study demonstrates the successful development, robust evaluation, and external validation of a novel deep learning framework that enables accessible, accurate, and automated AMD diagnosis and prognosis.


Asunto(s)
Aprendizaje Profundo , Diagnóstico por Computador , Drusas Retinianas/diagnóstico , Anciano , Simulación por Computador , Conjuntos de Datos como Asunto , Femenino , Fondo de Ojo , Humanos , Degeneración Macular/diagnóstico , Masculino
13.
Acta Ophthalmol ; 99(8): 904-908, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-33565256

RESUMEN

PURPOSE: To determine the rates and types of open-globe wounds in soldiers admitted to Walter Reed Army Medical Center from 2001 to 2011 after sustaining combat injuries. METHODS: Data were collected in the Walter Reed Ocular Trauma Database. Inclusion criteria were patients who suffered open-globe injuries. Open-globe injuries were classified by type of wound: corneal, corneo-scleral or scleral, or type of open-globe injury: perforating, rupture, penetrating or intraocular foreign body. The primary analysis assessed the effect on final visual acuity (VA) and the risk of enucleation. RESULTS: In this study, 285 (32.02%) open-globe injuries were recorded in 890 eyes in the data set. Corneal wounds were noted in 127 (44.56%) eyes, corneo-scleral wounds in 78 (27.37%) and scleral wounds in 129 (45.26%) eyes. The involvement of both the corneal and sclera was associated with poorer visual outcome (BCVA < 20/200) compared to injuries with an injury confined to either the cornea or scleral alone (p = 0.038). At a wound length of greater than approximately 14 mm, patients had 75% chance of having a poor final VA. Enucleation was performed in 64 (22.46%) eyes of patients with wounds. The type of wound was not found to be predictive of enucleation in multivariate analysis, but rather the type of open-globe injury was predictive. Perforating (OR: 1.58, 95% CI: 1.43-1.72) and globe rupture injuries (OR: 1.49, 95% CI: 1.33-1.66) were more likely to undergo enucleation. CONCLUSIONS: Open-globe injuries occur frequently in combat ocular trauma. Poor final VA was noted most with corneo-scleral wounds with approximately 50% of patients having a final VA less than 20/200.


Asunto(s)
Enucleación del Ojo/métodos , Lesiones Oculares Penetrantes/epidemiología , Personal Militar/estadística & datos numéricos , Medición de Riesgo/métodos , Agudeza Visual , Adolescente , Adulto , Campaña Afgana 2001- , Lesiones Oculares Penetrantes/fisiopatología , Lesiones Oculares Penetrantes/cirugía , Femenino , Estudios de Seguimiento , Humanos , Incidencia , Guerra de Irak 2003-2011 , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Estados Unidos/epidemiología , Adulto Joven
15.
J Vitreoretin Dis ; 5(4): 304-312, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-37007592

RESUMEN

Purpose: This work aimed to analyze the 100 most-cited articles on antivascular endothelial growth factor (anti-VEGF) inhibitors. Methods: A literature search for anti-VEGF inhibitors using the Web of Science was completed using the bibliographic databases for peer-reviewed literature published in Ophthalmology, the New England Journal of Medicine, Journal of the American Medical Association, and Lancet. Primary outcomes were the most frequently cited articles and journals with the most citations as well as the specific drug and disease process studied. Results: There were 42 696 cumulative citations among the top 100 articles. The articles were published between 2004 to 2016, with most articles published in 2006. Ophthalmology published the greatest number of articles among the top 100 at 48, whereas the New England Journal of Medicine has the most citations per publication at 1714. Ranibizumab was the medication researched in most articles at 56, followed by bevacizumab at 48, aflibercept at 10, and pegaptanib at 9. Forty-two articles investigated treatment of age-related macular degeneration, followed by 24 investigating diabetic macular edema, 10 for retinal vein occlusion, 8 for proliferative diabetic retinopathy, 2 for retinopathy of prematurity and polypoidal choroidal vasculopathy, and 1 for corneal neovascularization. Conclusions: As evidenced by the considerable number of citations accumulated over the past 20 years, anti-VEGF inhibitors have led to significant research in ophthalmology.

16.
J Acad Ophthalmol (2017) ; 13(1): e57-e65, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37389158

RESUMEN

Purpose The aim of this study was to evaluate whether the simulated tissue models may be used in place of animal-based model for corneal laceration repair for surgical skills acquisition. Design Prospective randomized controlled trial. Participants Seventy-nine military and civilian 2nd- and 3rd-year ophthalmology residents and 16 staff ophthalmologists participating in the Tri-Service Ocular Trauma Skills Laboratory at the Uniformed Services University (Bethesda, MD). Methods Resident ophthalmologists underwent preliminary evaluation of their ability to close a 5-mm linear, full-thickness corneal laceration involving the visual axis. They then were randomized to undergo 90 to 120 minutes of either simulator-based (SIM) or swine cadaveric-tissue-based (CADAVER) corneal laceration repair. The same evaluation was performed post training. On a more limited basis, the study was repeated for attending ophthalmologists to act as a pilot for future analysis and test efficacy for "refresher" training. Main Outcome Measures Successful wound closure with secondary outcomes of suture length, tension, depth, and orientation, as graded by attending ophthalmologists. Results No significant difference in CADAVER versus SIM groups in the primary outcome of watertight wound closure of the corneal laceration. CADAVER group performed better than SIM group for certain metrics (suture depth, p = 0.009; length, p = 0.003; and tension, p = 0.043) that are associated with poor wound closure and increased amount of induced corneal astigmatism. For attending ophthalmologists, six of the eight in each group (SIM and CADAVER) retained or improved their skills. Conclusions For resident ophthalmologists, SIM training is sufficient for achieving the primary outcome of watertight wound closure. However, CADAVER training is superior for wound metrics for the ideal closure. For attending ophthalmologists, SIM training may be useful for retention of skills.

18.
Ophthalmic Epidemiol ; 28(4): 312-321, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-32998604

RESUMEN

PURPOSE: To update the epidemiology of ocular injuries in soldiers admitted to Walter Reed Army Medical Center (WRAMC) from 2001 to 2011 after sustaining combat injuries in Operation Iraqi Freedom (OIF) and Operation Enduring Freedom (OEF). METHODS: Data were collected in the Walter Reed Ocular Trauma Database. A Bayesian Network Analysis was completed to better understand the relationships between different ocular demographic variables, injuries, surgeries, ocular trauma scores (OTS) and visual outcomes. RESULTS: There were 890 consecutive globe or adnexal combat injuries, or both, sustained by 652 United States soldiers treated at WRAMC between 2001 and 2011.The primary mechanism of injury was improvised explosive device (62.47%). Many patients (62.0%) had final visual acuity (VA) grades of 1-2 (20/15 - 20/200), while 29.9% of patients had final VA grades of 3-5 (less than 20/200), and 8.1% had unknown final VA grades. Bayesian Network Analysis revealed that the injury variables of Retina (47.9%), Lens (44.6%), Posterior Segment (43.7%) and Anterior Segment (40.3%), and the surgical variables of Enucleation (97.6%) and cataract extraction and posterior capsule intraocular lens placement (CEPCIOL; 43.3%) all had probabilities greater than 40% for a poor final VA, while all other variables were less than 40%. CONCLUSION: Modern-day combat trauma results in complicated ocular injuries causing 30% of patients to be left legally blind in their injured eye. It is critical to maintain a wide variety of deployable, specialty trained ophthalmologists to ensure the best visual outcomes for wounded warriors and to maintain mission readiness.


Asunto(s)
Lesiones Oculares , Personal Militar , Campaña Afgana 2001- , Teorema de Bayes , Lesiones Oculares/epidemiología , Humanos , Guerra de Irak 2003-2011 , Estudios Retrospectivos , Estados Unidos/epidemiología
19.
Ophthalmic Surg Lasers Imaging Retina ; 51(10): 556-563, 2020 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-33104222

RESUMEN

BACKGROUND AND OBJECTIVE: To determine the risk factors associated with developing proliferative vitreoretinopathy (PVR) from combat ocular injuries in U.S. service members. PATIENTS AND METHODS: Retrospective review of associated risk factors and outcomes of PVR within the Walter Reed Ocular Trauma Database. Ocular injuries in U.S. service members wounded during Operation Enduring Freedom and Operation Iraqi Freedom from 2001 to 2011 were assessed, and of these all cases of PVR were studied. Principal outcome measures were the risk factors associated with PVR development and rate of final visual acuity (VA) less than 20/200. RESULTS: Eight hundred ninety eyes of 651 U.S. service members were evaluated. A total of 76 eyes (8.5%) of 66 patients developed PVR. Five patients had bilateral PVR. Nineteen patients had bilateral eye injuries. Sixty-one eyes (80.2%) had a final VA less than 20/200. PVR was found to be a significant risk factor for a poor final VA (P < .001). Retinal detachment (RD) was found in 52 eyes (68.4%) of patients. In patients with a RD, intraocular foreign bodies (IOFBs) (P < .001), unsuccessful repair (P = .002), and macular hemorrhage (P = .04) were significant risk factors for the development of PVR. Time to initial retina surgery was not found to be a risk factor for PVR development (P = .5). Time to initial retina surgery was available in 41 patients and the time to surgery on average was 22.56 days (range: 3 to 87 days). CONCLUSIONS: PVR occurs frequently in combat trauma and is a significant cause of poor final VA. In patients with PVR and RD, injuries caused by an IOFB, macular hemorrhage, or unsuccessful repair were significant risk factors for the development of PVR. [Ophthalmic Surg Lasers Imaging Retina. 2020;51:556-563.].


Asunto(s)
Lesiones Oculares Penetrantes/complicaciones , Personal Militar , Agudeza Visual , Vitrectomía/métodos , Vitreorretinopatía Proliferativa/cirugía , Adulto , Campaña Afgana 2001- , Lesiones Oculares Penetrantes/cirugía , Femenino , Humanos , Guerra de Irak 2003-2011 , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Vitreorretinopatía Proliferativa/etiología , Adulto Joven
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