153 results on '"Flora Lum"'
Search Results
2. Shifts in ophthalmic care utilization during the COVID-19 pandemic in the US
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Charles Li, Flora Lum, Evan M. Chen, Philip A. Collender, Jennifer R. Head, Rahul N. Khurana, Emmett T. Cunningham, Ramana S. Moorthy, David W. Parke, and Stephen D. McLeod
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Medicine - Abstract
Abstract Background Healthcare restrictions during the COVID-19 pandemic, particularly in ophthalmology, led to a differential underutilization of care. An analytic approach is needed to characterize pandemic health services usage across many conditions. Methods A common analytical framework identified pandemic care utilization patterns across 261 ophthalmic diagnoses. Using a United States eye care registry, predictions of utilization expected without the pandemic were established for each diagnosis via models trained on pre-pandemic data. Pandemic effects on utilization were estimated by calculating deviations between observed and expected patient volumes from January 2020 to December 2021, with two sub-periods of focus: the hiatus (March-May 2020) and post-hiatus (June 2020–December 2021). Deviation patterns were analyzed using cluster analyses, data visualizations, and hypothesis testing. Results Records from 44.62 million patients and 2455 practices show lasting reductions in ophthalmic care utilization, including visits for leading causes of visual impairment (age-related macular degeneration, diabetic retinopathy, cataract, glaucoma). Mean deviations among all diagnoses are 67% below expectation during the hiatus peak, and 13% post-hiatus. Less severe conditions experience greater utilization reductions, with heterogeneities across diagnosis categories and pandemic phases. Intense post-hiatus reductions occur among non-vision-threatening conditions or asymptomatic precursors of vision-threatening diseases. Many conditions with above-average post-hiatus utilization pose a risk for irreversible morbidity, such as emergent pediatric, retinal, or uveitic diseases. Conclusions We derive high-resolution insights on pandemic care utilization in the US from high-dimensional data using an analytical framework that can be applied to study healthcare disruptions in other settings and inform efforts to pinpoint unmet clinical needs.
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- 2023
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3. Generative Artificial Intelligence Through ChatGPT and Other Large Language Models in Ophthalmology
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Ting Fang Tan, MBBS, Arun James Thirunavukarasu, BA MB, BChir (Cantab), J. Peter Campbell, MD, MPH, Pearse A. Keane, MD, FRCOphth, Louis R. Pasquale, MD, FARVO, Michael D. Abramoff, MD, PhD, Jayashree Kalpathy-Cramer, PhD, Flora Lum, MD, Judy E. Kim, MD, FARVO, Sally L. Baxter, MD, MSc, and Daniel Shu Wei Ting, MD, PhD
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Artificial intelligence ,Chatbots ,ChatGPT ,Large language models ,Ophthalmology ,RE1-994 - Abstract
The rapid progress of large language models (LLMs) driving generative artificial intelligence applications heralds the potential of opportunities in health care. We conducted a review up to April 2023 on Google Scholar, Embase, MEDLINE, and Scopus using the following terms: “large language models,” “generative artificial intelligence,” “ophthalmology,” “ChatGPT,” and “eye,” based on relevance to this review. From a clinical viewpoint specific to ophthalmologists, we explore from the different stakeholders’ perspectives—including patients, physicians, and policymakers—the potential LLM applications in education, research, and clinical domains specific to ophthalmology. We also highlight the foreseeable challenges of LLM implementation into clinical practice, including the concerns of accuracy, interpretability, perpetuating bias, and data security. As LLMs continue to mature, it is essential for stakeholders to jointly establish standards for best practices to safeguard patient safety. Financial Disclosure(s): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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- 2023
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4. Vitreoretinopathy-Associated Pediatric Retinal Detachment Treatment Outcomes
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Peter J. Belin, MD, Ameay V. Naravane, MD, Siying Lu, MS, Charles Li, BA, Flora Lum, MD, and Polly A. Quiram, MD, PhD
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IRIS registry ,Pediatric retinal detachment ,Vitreoretinopathy ,retinal detachment surgery ,Ophthalmology ,RE1-994 - Abstract
Purpose: To determine the treatment patterns and outcomes of pediatric retinal detachments (RDs) associated with hereditary vitreoretinopathies. Design: Retrospective cohort analysis using IRIS® Registry (Intelligent Research in Sight) database. Participants: Patients < 18 years old with a rhegmatogenous RD and a systemic disorder associated with vitreoretinal degeneration (e.g., Stickler syndrome) or other malformation of the vitreous from 2013-2019. Methods: Cases were identified using International Classification of Diseases, Ninth and Tenth Revisions (ICD-9, ICD-10) diagnostic codes from the IRIS® Registry cohort. Other hereditary vitreoretinopathies that are not encoded by specific ICD code(s) were captured by text search. Nonspecific vitreous abnormality ICD codes were also included. Exclusion criteria included traumatic retinal detachments using ICD codes for ocular trauma and serous or exudative retinal detachment. Surgical procedures were identified using Current Procedural Terminology (CPT) codes for repair of retinal detachment. Baseline demographic information collected included age, gender, race/ethnicity, geographic region of the provider location, and health insurance status. Main Outcome Measures: Main outcomes measured in this study were average time to first surgery, number of eyes presenting with bilateral detachments, and choice of initial surgical procedure. Results: A total of 2115 eyes of 1722 patients were identified (mean age, 10.4 years; 58% male). The median time to first surgery was 7 days (interquartile range, 40 days). One thousand four hundred seven eyes of 1134 patients had ≥ 1 year of follow-up, with 506 eyes (36%) developing a fellow eye RD. Thirty-three percent of patients presenting with bilateral detachments, and 349 eyes had initial RD surgery within 1 year of the index date documented by CPT code. Fellow eye detachment occurred a mean of 32 days after initial presentation. The mean number of surgeries per eye within 1 year was 1.68. Best-corrected visual acuity did not improve from a baseline 20/54 to 20/62. The initial procedure was most commonly complex RD repair (n = 176), followed by scleral buckle (n = 102), pars plana vitrectomy (n = 89), laser (n = 59), cryotherapy (n = 5), and pneumatic retinopexy (n = 5). There were 51 new diagnoses of glaucoma and 37 new diagnoses of aphakia within 1 year after the surgical procedure. Conclusions: IRIS Registry data provide insight into rare pediatric vitreoretinopathy-associated RDs, which have a high rate of reoperation and fellow eye involvement. Financial Disclosure(s): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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- 2023
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5. Ocular Health and National Data Standards: A Case for Including Visual Acuity in the United States Core Data for Interoperability (USCDI)
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Sally L. Baxter, MD, MSc, Amberlynn A. Reed, MPH, April Maa, MD, Michael V. Boland, MD, PhD, Durga S. Borkar, MD, MMCi, Eric N. Brown, MD, PhD, Flora Lum, MD, and Kerry E. Goetz, MS
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health information interoperability ,data standards ,diabetic retinopathy ,visual acuity ,public health ,Ophthalmology ,RE1-994 - Published
- 2022
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6. Demographics and Seasonality of Retinal Detachment, Retinal Breaks, and Posterior Vitreous Detachment from the Intelligent Research in Sight Registry
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Steven S. Saraf, MD, Megan Lacy, MS, Matthew S. Hunt, BS, Cecilia S. Lee, MD, MS, Aaron Y. Lee, MD, MSCI, Yewlin E. Chee, MD, Emily Chew, Flora Lum, Suzann Pershing, Julia A. Haller, Leslie G. Hyman, Alice C. Lorch, Joan W. Miller, and Tobias Elze
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Database study ,Epidemiology of retinal detachment ,Posterior vitreous detachment ,Retinal detachment ,Retinal tear ,Ophthalmology ,RE1-994 - Abstract
Purpose: To investigate the incidence, seasonal variation, and differences among age, sex, and race for rhegmatogenous retinal detachment (RRD) repair, retinal break (RB) treatment, and posterior vitreous detachment (PVD) in the Intelligent Research in Sight (IRIS) Registry. Design: Retrospective database study. Participants: Patients in the IRIS Registry who underwent RRD repair, RB treatment, or cataract surgery (CS) based on Current Procedural Terminology codes and PVD diagnosis based on International Classification of Diseases, Ninth and Tenth Revision, codes. Methods: Daily incidence rates were defined as the ratio of patients who underwent RRD repair or RB treatment and patients with a diagnosis of PVD to the total number of patients followed on a given day within the IRIS Registry. The CS group was included as a comparison for seasonal variation. Rates were stratified by decade of life, sex, and race. Main Outcome Measures: Time series trends for incidence rates of RRD, RB, and PVD. Results: A total of 7 115 774 patients received a diagnosis of incident PVD, 237 646 patients underwent RRD repair, and 359 022 patients underwent RB treatment. Also included were 5 940 448 patients who underwent CS. The mean daily incidence for RRD repair, RB treatment, PVD diagnosis, and CS were 0.46 per 100 000 patients, 0.70 per 100 000 patients, 13.90 per 100 000 patients, and 11.80 per 100 000 patients, respectively. Men showed higher incidence of RRD repair and RB treatment than women, whereas women showed higher incidence of PVD diagnosis. Rhegmatogenous retinal detachment incidence was higher in White people compared with other races. Seasonal decreases in PVD, RB treatment, RRD repair, and CS corresponded to national holidays, with larger decreases in winter months. Kaplan-Meier estimates showed that RRD repair and RB treatment typically occurred within 60 days of PVD diagnosis. Conclusions: Within the IRIS Registry, the highest incidence of RRD was in the 6th and 7th decade of life. There was a higher incidence of RRD repair and RB treatment in men compared with women. The seasonal variation associated with national holidays was less pronounced for RRD repair and RB treatment.
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- 2022
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7. American Academy of Ophthalmology Intelligent Research in Sight (IRIS®) Registry and the IRIS Registry Analytic Center Consortium
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Cecilia S. Lee, MD, MS, Marian Blazes, MD, Alice Lorch, MD, MPH, Suzann Pershing, MD, MS, Leslie Hyman, PhD, Allen C. Ho, MD, FACS, Julia Haller, MD, Joan W. Miller, MD, Emily Y. Chew, MD, Flora Lum, MD, and Aaron Y. Lee, MD, MSCI
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Ophthalmology ,RE1-994 - Published
- 2022
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8. Cataract Surgery Is Not Associated with Decreased Risk of Retinal Vein Occlusion
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Yelena Bagdasarova, PhD, Aaron Y. Lee, MD, MSCI, Morgan Maring, BS, Joanne Wen, MD, Megan Lacy, MS, Cecilia S. Lee, MD MS, Andrew Chen, MD, Flora Lum, MD, Emily Chew, MD, Suzann Pershing, MD, Julia A. Haller, MD, Leslie Hyman, PhD, Alice C. Lorch, MD, MPH, and Joan W. Miller, MD
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Branch retinal vein occlusion ,Cataract surgery ,Central retinal vein occlusion ,Ophthalmology ,RE1-994 - Abstract
Purpose: To evaluate whether cataract surgery is associated with decreased risks of central retinal vein occlusion (CRVO) or branch retinal vein occlusion (BRVO) development using the American Academy of Ophthalmology Intelligent Research in Sight (IRIS®) Registry. Design: Retrospective database study of the IRIS Registry data. Participants: Patients in the IRIS Registry who underwent cataract surgery and 1:1 matched control participants from the IRIS Registry using a decision tree classifier as a propensity model. Methods: Control and treatment groups initially were selected using Current Procedural Terminology codes for uncomplicated cataract surgery and other straightforward criteria. To accomplish treatment–control matching, a decision tree classifier was trained to classify patients as treatment versus control based on a set of chosen predictors for treatment, where best-corrected visual acuity and age were the most important predictors. Treatment and control participants subsequently were matched using the classifier, the visit dates, and the identifications of the practice. Cox regression was performed on the matched groups to measure the hazard ratio (HR) of retinal vein occlusion development adjusted for age, sex, race, primary insurance type, and previous diagnosis of diabetic retinopathy (DR), glaucoma, and narrow angles. Main Outcome Measure: The HR of retinal vein occlusion developing in patients who underwent cataract surgery compared with matched control participants. Results: The HRs for CRVO and BRVO developing in patients who underwent cataract surgery compared with matched control participants who did not during the first year after either cataract surgery or baseline visit were 1.26 [95% confidence interval [CI], 1.16–1.38; P < 0.001] and 1.27 [95% CI, 1.19–1.36; P < 0.001], respectively, after controlling for age, sex, race, insurance, and history of DR, glaucoma, and narrow angles. Diabetic retinopathy was the strongest predictor associated with CRVO (2.79 [95% CI, 2.43–3.20; P < 0.001]) and BRVO (2.35 [95% CI, 2.09–2.64; P < 0.001]) development after cataract surgery. Conclusions: Cataract surgery is associated with a small increase in risk of retinal vein occlusions within the first year; however, the incidence is low and likely not clinically significant.
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- 2021
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9. The use of bevacizumab and ranibizumab for branch retinal vein occlusion in medicare beneficiaries
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Annie M. Wu, Connie M. Wu, Paul B. Greenberg, Fei Yu, Flora Lum, and Anne L. Coleman
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Ophthalmology ,RE1-994 - Abstract
Purpose: To describe the frequency and variation of intravitreal bevacizumab and ranibizumab use for branch retinal vein occlusion (BVO) in the United States (US). Methods: We obtained a 5% random sample of Medicare beneficiaries from the Medicare Denominator and Physician/Supplier Part B claims files from 2010 to 2013 and identified all beneficiaries with an ICD-9-CM code for branch retinal vein occlusion (BVO, 362.36). Patient age, gender, race, state of residence and Charlson Comorbidity Index (CCI) scores were collected. Healthcare Common Procedure Coding System (HSCPS) codes for bevacizumab (J3590, J9035, and J3490) and for ranibizumab (J2778) were used to identify the mode of treatment for each patient. Patients who met the following criteria were excluded from this study: (1) under 65 years of age; (2) residence outside of the 50 United States or the District of Columbia; (3) no Part-B coverage or with HMO coverage that was not processed by Centers for Medicare & Medicaid Services (CMS); (4) concomitant diagnosis of diabetic edema (ICD-9: 362.07) or central retinal vein occlusion (ICD-9: 362.35); and (5) received both or none of the above two treatments. Geographic variation was examined by comparing injection frequencies across the nine US census divisions using Chi-squared analysis. Results: During 2010–2013, a majority of the 3944 BVO patients who met the inclusion criteria received bevacizumab compared to ranibizumab (76.7% vs 23.3%). Most patients were aged 75–79 (22.0%) or 80–84 (22.0%), female (61.5%), white (88.3%), and had a CCI score of 1–2 (39.8%). The frequencies of bevacizumab and ranibizumab injections for BVO varied significantly between the US census divisions (p
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- 2018
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10. Race, Ethnicity, Insurance, and Population Density Associations with Pediatric Strabismus and Strabismic Amblyopia in the IRIS® Registry
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Flora Lum, Chew, Emily, Haller, Julia A., Lorch, Alice C., Miller, Joan W., Rajesh, Anand E., Davidson, Oliver, Lacy, Megan, Chandramohan, Arthika, Lee, Aaron Y., Lee, Cecilia S., and Tarczy-Hornoch, Kristina
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- 2023
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11. Effectiveness of Microinvasive Glaucoma Surgery in the United States
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Shuang-An Yang, Elizabeth C. Ciociola, William Mitchell, Nathan Hall, Alice C. Lorch, Joan W. Miller, David S. Friedman, Michael V. Boland, Tobias Elze, Nazlee Zebardast, Suzann Pershing, Leslie Hyman, Julia A. Haller, Aaron Y. Lee, null Lee, Flora Lum, and Alice Lorch
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Ophthalmology - Published
- 2023
12. Emulating VIEW 1 and VIEW 2 Clinical Trial Outcome Data Using the American Academy of Ophthalmology IRIS Registry
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Mark D. Gallivan, Kristian M. Garcia, Aracelis Z. Torres, Flora Lum, Charles Li, Michael Mbagwu, and Theodore Leng
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Background and Objective: A retrospective, noninterventional cohort study of the American Academy of Ophthalmology IRIS Registry, an electronic health record (EHR)-based comprehensive eye disease and condition registry, intended to assess whether the IRIS® Registry (Intelligent Research in Sight) could emulate the VIEW randomized clinical trials (VIEW RCTs) eligibility criteria, treatment protocol regimen, and primary endpoint. Patients and Methods: Deidentified patients having an anti-VEGF injection of aflibercept or ranibizumab between January 1, 2013, and December 31, 2018, from the IRIS Registry. Patients were treated in accordance with one of three treatment regimens from the VIEW RCT: monthly intravitreal aflibercept injection (IAI 2Q4), intravitreal aflibercept every 2 months after 3 initial monthly doses (IAI 2Q8), or monthly ranibizumab (RQ4) injection. The main outcome measures are the number and proportion of patients meeting VIEW RCT eligibility and treatment group criteria, demographic, and clinical differences between IRIS Registry treatment groups, mean change in best documented visual acuity at one year, and evaluation of the primary endpoint of the VIEW RCT: difference in the proportion of patients maintaining vision. Results: Among the 90,900 patients who met VIEW RCT eligibility criteria, 4,457 (4.85%) met treatment group criteria. The percentage of patients maintaining vision at one year was over 90%. No statistically significant difference was observed when comparing the proportion of patients maintaining vision among the RQ4 treatment group to the IAI 2Q4 or IAI 2Q8 treatment group. Conclusions: A small percentage of real-world patients met VIEW RCT study eligibility criteria and treatment protocol regimen. Among patients meeting all available criteria, the primary endpoint interpretation yielded by an observational EHR-based dataset suggested comparable results to the VIEW RCT. [ Ophthalmic Surg Lasers Imaging Retina 2023;54:6–14.]
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- 2023
13. Effectiveness of Trabeculectomy and Tube Shunt with versus without Concurrent Phacoemulsification
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Elizabeth C. Ciociola, Shuang-An Yang, Nathan Hall, Alice C. Lorch, Joan W. Miller, David S. Friedman, Michael V. Boland, Tobias Elze, Nazlee Zebardast, Suzann Pershing, Leslie Hyman, Julia A. Haller, Aaron Y. Lee, Cecilia S. Lee, Flora Lum, and Alice Lorch
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General Medicine - Published
- 2023
14. An IRIS Registry-Based Assessment of Primary Open-Angle Glaucoma Practice Patterns in Academic Versus Nonacademic Settings
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Gregory L. Skuta, Kai Ding, Flora Lum, and Anne L. Coleman
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Ophthalmology ,Gonioscopy ,Humans ,Registries ,Glaucoma, Open-Angle ,Intraocular Pressure ,Retrospective Studies - Abstract
To compare patient demographic data; level of severity; and clinical, diagnostic, and surgical practice patterns in patients with primary open-angle glaucoma (POAG) in an academic setting vs nonacademic setting using the American Academy of Ophthalmology IRIS Registry (Intelligent Research in Sight).A retrospective cohort study of IRIS Registry data that included patients with POAG who were seen between January 2016 and December 2019 and had at least 1 year of follow-up.Of 3 707 084 distinct eyes with POAG, 3% (109 920) were included in the academic subcohort and 97% (3 597 164) were included in the nonacademic subcohort. Among the findings of greatest note (P.0001 for all comparisons) were a higher proportion of eyes of Black patients, a higher proportion of eyes with level 3 severity, and a higher mean cup-to-disc ratio in eyes in the academic setting. The relative frequency of gonioscopy, pachymetry, and visual field testing in conjunction with new patient visits was also notably higher in the academic setting. For glaucoma surgical procedures, the greatest proportional differences in relative frequency were seen for tube shunt procedures (2.55-fold higher in the academic setting), iStent and Hydrus procedures (2.52-fold higher in the nonacademic setting), and endoscopic cyclophotocoagulation (5.80-fold higher in the nonacademic setting).Based on IRIS Registry data, notable differences appear to exist with regard to ethnoracial groups, glaucoma severity, and diagnostic and surgical practice patterns in academic vs nonacademic settings. By understanding these differences, potential opportunities exist in the development of educational programs related to clinical and surgical glaucoma care.
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- 2022
15. Risk Factors for Repeat Keratoplasty After Endothelial Keratoplasty—An IRIS Registry Analysis
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Hyeck-Soo Son, Flora Lum, Charles Li, Oliver Schein, Sudeep Pramanik, and Divya Srikumaran
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Corneal Edema ,Fuchs' Endothelial Dystrophy ,Graft Survival ,Glaucoma ,Medicare ,United States ,Corneal Transplantation ,Ophthalmology ,Risk Factors ,Humans ,Registries ,Descemet Stripping Endothelial Keratoplasty ,Keratoplasty, Penetrating ,Aged ,Follow-Up Studies ,Retrospective Studies - Abstract
To assess risk factors for repeat keratoplasty after endothelial keratoplasty (EK).Retrospective cohort study.EK procedures performed between 2013 and 2018 in the IRIS Registry (Intelligent Research in Sight) were identified.Patients aged 18 years and older who underwent EK.(1) Risk factors for repeat keratoplasty and (2) complication rates after EK. A Kaplan-Meier survival analysis was used to determine the probability of repeat keratoplasty. A multivariable shared frailty survival model was used to assess risk factors.A total of 59 344 procedures were identified in the registry, of which 30 600 EK procedures met the inclusion criteria for the analysis. The probability of repeat keratoplasty was 17.4% (95% CI 16.7-18.0) at 5 years. Risk factors for repeat keratoplasty include postoperative rebubbling procedure (HR 2.24, 95% CI 2.05-2.45), prior failed graft (HR 2.07, 95% CI 1.84-2.32) or bullous keratopathy (HR 1.47, 95% CI 1.33-1.61) vs Fuchs dystrophy as surgical indication; subsequent routine cataract surgery (HR 1.61, 95% CI 1.45-1.79), as well as subsequent (HR 1.53, 95% CI 1.39-1.69) and prior/concurrent (HR 1.23, 95% CI 1.11-1.36) glaucoma surgery or history of glaucoma (HR 1.24, 95% CI 1.14-1.35). Medicaid (HR 1.47, 95% CI 1.13-1.92), military/government (HR 1.29, 95% CI 1.03-1.60), Medicare Fee-for-Service (HR 1.17, 95% CI 1.05-1.31) or Medicare Managed (HR 1.17, 95% CI 1.01-1.36) insurances vs private insurance, as well as Black vs White race (HR 1.25, 95% CI 1.11-1.40) and smoking (HR 1.16, 95% CI 1.05-1.27) were also associated with an increased risk of undergoing repeat keratoplasty.Black race, government-based insurance plans, and smoking were identified as independent factors associated with repeat keratoplasty in addition to history of glaucoma, glaucoma surgery, and prior graft failure or bullous keratopathy as surgical indication.
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- 2022
16. The prevalence and recurrence risk of bare sclera pterygium surgery in the United States
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Isdin Oke, Tobias Elze, Joan W. Miller, Alice C. Lorch, David G. Hunter, Aisha S. Traish, Suzann Pershing, Leslie Hyman, Julia A. Haller, Aaron Y. Lee, Cecilia S. Lee, and Flora Lum
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Ophthalmology - Published
- 2023
17. Thyroid Eye Disease (TED) and its Vision Threatening Manifestations in the Academy IRIS® Registry: 2014-2018
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Sathyadeepak Ramesh, Qiang (Ed) Zhang, James Sharpe, Robert Penne, Julia Haller, Flora Lum, Aaron Y. Lee, Cecilia S. Lee, Suzann Pershing, Joan W. Miller, Alice Lorch, and Leslie Hyman
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Ophthalmology - Published
- 2023
18. Timing of Delayed Retinal Pathology in Patients Presenting with Acute Posterior Vitreous Detachment in the IRIS® Registry (Intelligent Research in Sight)
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Gautam Vangipuram, Charles Li, Siying Li, Lynn Liu, Linda D. Harrison, Flora Lum, and Gaurav K. Shah
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Ophthalmology - Published
- 2023
19. Causes of Childhood Blindness in the United States using the IRIS® Registry (Intelligent Research in Sight)
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Han Woong Lim, Suzann Pershing, Darius M. Moshfeghi, Hwan Heo, Md Enamul Haque, Scott R. Lambert, Leslie Hyman, Julia A. Haller, Aaron Y. Lee, Cecilia S. Lee, Flora Lum, Joan W. Miller, and Alice Lorch
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Ophthalmology - Published
- 2023
20. Symptoms and Satisfaction Levels Associated with Intraocular Lens Implants in the Monofocal and Premium IOL Patient-Reported Outcome Measure Study
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Samuel Masket, Flora Lum, Scott MacRae, Ron D. Hays, Michelle E. Tarver, Jack Holladay, Geunyoung Yoon, Tieuvi Nguyen, Walter Stark, Nisha Kumar, George Lau, Steven Schallhorn, and Malvina Eydelman
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Ophthalmology - Published
- 2023
21. American Academy of Ophthalmology Recommendations on Screening for Endogenous Candida Endophthalmitis
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John B. Bond, Srilaxmi Bearelly, Mark P. Breazzano, Donna H. Kim, Timothy W. Olsen, Flora Lum, and Sean P. Donahue
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Antifungal ,medicine.medical_specialty ,genetic structures ,medicine.drug_class ,Eye disease ,Candida infections ,Endophthalmitis ,Risk Factors ,Ophthalmology ,medicine ,Humans ,Candida endophthalmitis ,Ocular disease ,Routine screening ,business.industry ,Incidence ,Academies and Institutes ,Candidemia ,medicine.disease ,United States ,eye diseases ,Practice Guidelines as Topic ,Intraocular Infection ,sense organs ,business ,Eye Infections, Fungal - Abstract
The American Academy of Ophthalmology evaluated the practice of routine screening for intraocular infection from Candida septicemia. In the United States, ophthalmologists are consulted in the hospital to screen for intraocular infection routinely for patients with Candida bloodstream infections. This practice was established in the era before the use of systemic antifungal medication and the establishment of definitions of ocular disease with candidemia. A recent systematic review found a rate of less than 1% of routinely screened patients with endophthalmitis from Candida septicemia. Other studies found higher rates of endophthalmitis but had limitations in terms of inaccuracies in ocular disease classification, lack of vitreous biopsies, selection biases, and lack of longer-term visual outcomes. Some studies attributed ocular findings to Candida infections, rather than other comorbidities. Studies also have not demonstrated differences in medical management that are modified for eye disease treatment; therefore, therapy should be dictated by the underlying Candida infection, rather than be tailored on the basis of ocular findings. In summary, the Academy does not recommend a routine ophthalmologic consultation after laboratory findings of systemic Candida septicemia, which appears to be a low-value practice. An ophthalmologic consultation is a reasonable practice for a patient with signs or symptoms suggestive of ocular infection regardless of Candida septicemia.
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- 2022
22. Loss to Follow-up in Patients with Neovascular Age-Related Macular Degeneration Treated with Anti–Vascular Endothelial Growth Factor Therapy in the United States in the IRIS® Registry
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Rahul N. Khurana, Charles Li, and Flora Lum
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Ophthalmology - Published
- 2023
23. Demographic and Clinical Characteristics Associated with Minimally Invasive Glaucoma Surgery Use
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Danielle Fujino, Oluwatosin U Smith, Maureen G. Maguire, Scott P. Kelly, Mildred M.G. Olivier, Eydie Miller-Ellis, Clarisse C. Croteau-Chonka, Brian L VanderBeek, Flora Lum, and William L. Rich
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0303 health sciences ,medicine.medical_specialty ,Minimally invasive glaucoma surgery ,business.industry ,medicine.medical_treatment ,Glaucoma ,Retrospective cohort study ,Odds ratio ,Cataract surgery ,Logistic regression ,medicine.disease ,Comorbidity ,Confidence interval ,03 medical and health sciences ,Ophthalmology ,0302 clinical medicine ,Internal medicine ,030221 ophthalmology & optometry ,medicine ,business ,030304 developmental biology - Abstract
Purpose Minimally invasive glaucoma surgery (MIGS) is increasingly performed at the time of cataract extraction. Understanding the demographic and clinical characteristics of patients undergoing MIGS procedures may provide insight into patient selection. This study evaluates racial-ethnic and other differences in the use of MIGS in persons with cataract and open-angle glaucoma (OAG). Design Retrospective cohort study using Intelligent Research in Sight (IRIS) Registry data. Participants Patients aged ≥ 40 years with a diagnosis of OAG and no history of MIGS or cataract surgery who were undergoing cataract extraction, with or without MIGS, during 2013 to 2017 in the United States. Methods Multivariable logistic regression models were used to calculate odds ratios (ORs) and 95% confidence intervals (CIs). Main Outcome Measures Variables assessed include age, sex, race-ethnicity, disease severity, insurance type, census region, comorbidity, and cup-to-disc ratio (CDR). Results The odds of MIGS use was greater among patients who were aged ≥ 60 years (OR, 1.10 [95% CI, 1.05–1.16]); Black (OR, 1.11 [CI, 1.07–1.15]) compared with White; a Medicare recipient (OR, 1.12 [CI, 1.10–1.15]) versus privately insured; or in the Midwest (OR, 1.32 [CI, 1.28–1.36]) or Northeast (OR, 1.26 [CI, 1.22–1.30]) compared with the South. Having moderate rather than mild glaucoma (OR, 1.07 [CI, 1.04–1.11]) and a higher CDR (OR for 0.5 to 0.8 vs. 0.8 to 1.0 vs. Conclusions This analysis highlights the importance of capturing race-ethnicity data and other pertinent patient characteristics in electronic health records to provide insight into practice patterns. Such data can be used to assess the long-term performance of MIGS and other procedures in various patient populations.
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- 2021
24. What Do We Really Know about the Effectiveness of Glaucoma Interventions?
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Tianjing Li, Carlo Alberto Cutolo, Verena Prokosch-Willing, João Barbosa Breda, Gianni Virgili, Andreas Katsanos, Augusto Azuara-Blanco, Gerhard Garhöfer, Steven J. Gedde, Manuele Michelessi, David C. Musch, Miriam Kolko, Marta Pazos, Ali Ahmed Al Rajhi, Riaz Qureshi, and Flora Lum
- Subjects
medicine.medical_specialty ,Intraocular pressure ,Trabeculoplasty ,genetic structures ,Minimally invasive glaucoma surgery ,business.industry ,medicine.medical_treatment ,010102 general mathematics ,Glaucoma ,General Medicine ,Evidence-based medicine ,medicine.disease ,01 natural sciences ,eye diseases ,03 medical and health sciences ,0302 clinical medicine ,Prostaglandin analog ,Systematic review ,030221 ophthalmology & optometry ,medicine ,Trabeculectomy ,sense organs ,0101 mathematics ,Intensive care medicine ,business - Abstract
Purpose To identify systematic reviews of interventions for glaucoma conditions and to assess their reliability, thereby generating a list of potentially reliable reviews for updating glaucoma practice guidelines. Design Cross-sectional study. Participants Systematic reviews of interventions for glaucoma conditions. Methods We used a database of systematic reviews and meta-analyses in vision research and eye care maintained by the Cochrane Eyes and Vision United States Satellite. We examined all Cochrane systematic reviews of interventions for glaucoma conditions published before August 7, 2019, and all non-Cochrane systematic reviews of interventions for glaucoma conditions published between January 1, 2014, and August 7, 2019. Main Outcome Measures We assessed eligible reviews for reliability, extracted characteristics, and summarized key findings from reviews classified as reliable. Results Of the 4451 systematic reviews in eyes and vision identified, 129 met our eligibility criteria and were assessed for reliability. Of these, we classified 49 (38%) as reliable. We found open-angle glaucoma (22/49) to be the condition with the most reviews and medical management (17/49) and intraocular pressure (IOP; 43/49) to be the most common interventions and outcomes studied. Most reviews found a high degree of uncertainty in the evidence, which hinders the possibility of making strong recommendations in guidelines. These reviews found high-certainty evidence about a few topics: reducing IOP helps to prevent glaucoma and its progression, prostaglandin analogs are the most effective medical treatment for lowering IOP, laser trabeculoplasty is as effective as medical treatment as a first-line therapy in controlling IOP, the use of IOP-lowering medications in the perioperative or postoperative periods to accompany laser (e.g., trabeculoplasty) reduces the risk of postoperative IOP spikes, conventional surgery (i.e., trabeculectomy) is more effective than medications in reducing IOP, and antimetabolites and β-radiation improve IOP control after trabeculectomy. The evidence is weak regarding the effectiveness of minimally invasive glaucoma surgeries. Conclusions Most systematic reviews evaluating interventions for glaucoma are of poor reliability. Even among those that may be considered reliable, important limitations exist in the value of information because of the uncertainty of the evidence as well as small and sometimes unimportant clinical differences between interventions.
- Published
- 2021
25. Tube Versus Trabeculectomy IRISⓇ Registry 1-Year Composite Outcome Analysis with Comparisons to the Randomized Controlled Trial
- Author
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Ta C. Chang, Scott P. Kelly, Catherine Q. Sun, Richard K. Parrish, Matthew J. McSoley, William J. Feuer, Patrice J. Persad, Flora Lum, Elizabeth A. Vanner, and Steven J. Gedde
- Subjects
medicine.medical_specialty ,Intraocular pressure ,genetic structures ,medicine.medical_treatment ,Treatment outcome ,Glaucoma ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Randomized controlled trial ,law ,medicine ,Trabeculectomy ,Iris (anatomy) ,030304 developmental biology ,0303 health sciences ,business.industry ,Retrospective cohort study ,medicine.disease ,eye diseases ,Surgery ,Ophthalmology ,medicine.anatomical_structure ,Cohort ,030221 ophthalmology & optometry ,sense organs ,business - Abstract
Purpose This study compared 1-year results for the composite treatment outcome from the Tube Versus Trabeculectomy (TVT) randomized controlled trial (RCT) to those from an IRISⓇ (Intelligent Research In Sight) Registry cohort of analogous eyes. Design Retrospective clinical study with comparison to an RCT. Methods Subjects’ eyes in the IRIS Registry received either a glaucoma drainage implant (tube) or underwent trabeculectomy after a previous trabeculectomy and/or cataract extraction and had data for 1-year follow-up analyses. Outcome Eyes were classified as failing if they had hypotony (intraocular pressure (IOP) ≤5 mm Hg) or inadequate IOP control (IOP >21 mm Hg or not reduced at least 20% below baseline) on 2 consecutive follow-up visits after 3 months, a reoperation for glaucoma, or no light perception vision and as successful otherwise. Failure risk was compared by treatment, demographic, and clinical variables and was compared to analogous failure risks from the TVT RCT. Results The TVT IRIS Registry cohort included 419 eyes, 236 tube eyes (56.3%) and 183 trabeculectomy eyes (43.7%). In this cohort, there was no significant failure risk difference (12.3% for tube eyes and 16.4% for trabeculectomy eyes, P = 0.231). Comparing the studies, there was a significantly greater risk of failure in the TVT IRIS Registry tube eyes than in the TVT RCT tube eyes (3.8%; P Conclusions Our results were different from those in the TVT RCT. Possible reasons include non-Baerveldt tubes, greater severity among tube eyes, and practice patterns that reflect real-world data, which are different than those in RCTs.
- Published
- 2021
26. Reducing the Global Burden of Myopia by Delaying the Onset of Myopia and Reducing Myopic Progression in Children
- Author
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Donald T.H. Tan, Richard L. Abbott, Pei-Chang Wu, Karla Zadnik, Alex R. Kemper, Andrzej Grzybowski, Bobeck S. Modjtahedi, Marcus Ang, Mingguang He, Michael X. Repka, Susan Chiarito, Kyoko Ohno-Matsui, Angela Maria Fernandez, Jost B. Jonas, Deborah S. Jacobs, Ke Yao, Sarwat Salim, Katherine Lee, Andrea Delia Molinari, Donald S. Fong, Susan A. Cotter, Flora Lum, and Ian G. Morgan
- Subjects
0303 health sciences ,medicine.medical_specialty ,business.industry ,Task force ,Public health ,medicine.medical_treatment ,Visual impairment ,Public health interventions ,Orthokeratology ,Scientific literature ,03 medical and health sciences ,Ophthalmology ,0302 clinical medicine ,Action plan ,Family medicine ,Health care ,030221 ophthalmology & optometry ,medicine ,medicine.symptom ,business ,030304 developmental biology - Abstract
In 2019, the American Academy of Ophthalmology (AAO) created the Task Force on Myopia in recognition of the substantial global increases in myopia prevalence and its associated complications. The Task Force, led by Richard L. Abbott, MD, and Donald Tan, MD, comprised recognized experts in myopia prevention and treatment, public health experts from around the world, and organization representatives from the American Academy of Family Physicians, American Academy of Optometry, and American Academy of Pediatrics. The Academy's Board of Trustees believes that myopia is a high-priority cause of visual impairment, warranting a timely evaluation and synthesis of the scientific literature and formulation of an action plan to address the issue from different perspectives. This includes education of physicians and other health care providers, patients and their families, schools, and local and national public health agencies; defining health policies to ameliorate patients' access to appropriate therapy and to promote effective public health interventions; and fostering promising avenues of research.
- Published
- 2021
27. Ophthalmic Immune-Related Adverse Events after Anti-CTLA-4 or PD-1 Therapy Recorded in the American Academy of Ophthalmology Intelligent Research in Sight Registry
- Author
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Scott P. Kelly, Stephen Hsu, Gary N. Holland, Flora Lum, Fei Yu, Lynn K. Gordon, Michel M. Sun, Anne L. Coleman, and BS Apoorva L. Mylavarapu
- Subjects
Adult ,Male ,medicine.medical_specialty ,Adolescent ,Programmed Cell Death 1 Receptor ,Population ,Ipilimumab ,Pembrolizumab ,Antibodies, Monoclonal, Humanized ,Young Adult ,03 medical and health sciences ,Antineoplastic Agents, Immunological ,0302 clinical medicine ,Ophthalmology ,medicine ,Electronic Health Records ,Humans ,CTLA-4 Antigen ,Registries ,Adverse effect ,education ,Immune Checkpoint Inhibitors ,Aged ,Retrospective Studies ,030304 developmental biology ,Aged, 80 and over ,0303 health sciences ,education.field_of_study ,business.industry ,Incidence ,Incidence (epidemiology) ,Academies and Institutes ,Middle Aged ,medicine.disease ,Uveitis, Anterior ,United States ,030221 ophthalmology & optometry ,Female ,Immunotherapy ,Diagnosis code ,Nivolumab ,business ,Uveitis ,medicine.drug - Abstract
Purpose Detailed study of ophthalmic immune-related adverse events (AEs), including determination of incidence and recurrence rates, is of integral importance in cancer immunotherapy to inform management and treatment guidelines. Design Retrospective registry study. Participants Patients newly diagnosed with ophthalmic immune-related AEs between January 1, 2013, and December 31, 2017, in the American Academy of Ophthalmology’s Intelligent Research in Sight (IRIS®) Registry. Methods Data were collected from electronic health records of IRIS® Registry participating ophthalmology practices. Patients with select ophthalmic immune-related AEs were identified by International Classification of Diseases diagnosis codes. The primary exposure of interest was prior initiation of immune checkpoint inhibitors (ICIs). Main Outcome Measures Incidence of ophthalmic immune-related AEs within 1 year after initiation of ICI therapy was determined. Incidence rate ratios (IRRs) were derived by comparing incidence of ophthalmic immune-related AEs after ICIs versus rates of the same ocular complications in patients not taking ICIs in the entire registry population. Rates of ophthalmic immune-related AEs in patients with a past history of ocular inflammation or other specific ophthalmic condition before initiation of ICIs were examined further. Results A total of 3123 patients who received anti-CTLA-4 or anti-programmed cell death 1 (PD-1) therapy were identified, 112 of whom demonstrated an ophthalmic immune-related AE. Incidence rates for anterior uveitis, the most common ophthalmic immune-related AE, were 8209 per 100 000 for ipilimumab (anti-CTLA-4), 2542 per 100 000 for nivolumab (anti-PD-1), 2451 per 100 000 for pembrolizumab (anti-PD-1), 5556 per 100 000 for ipilimumab plus nivolumab, and 3740 per 100 000 among all ICIs. Rates of ophthalmic immune-related AEs among patients receiving ICI therapy were higher compared with baseline rates in the general registry population (anterior uveitis IRR, 13.9; other uveitis IRR, 43.0; papilledema IRR, 38.3). Patients with a history of uveitis or other ocular inflammatory condition demonstrated high recurrence rates of ophthalmic immune-related AEs after initiating ICIs (up to 51.1%). Conclusions For patients initiating ICI therapy, early coordination with ophthalmic subspecialist care is important because rates of ophthalmic immune-related AEs are elevated compared with ocular complication rates in the entire registry population and patients with a history of prior autoimmune ocular disease are at high risk of recurrence of ocular complications.
- Published
- 2021
28. Ophthalmology and COVID-19: The Impact of the Pandemic on Patient Care and Outcomes: An IRIS® Registry Study
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Ashley Kras, Flora Lum, David W. Parke, Steven D. Schwartz, Theodore Leng, Matthew Roe, Charles Li, and Mark D Gallivan
- Subjects
Vascular Endothelial Growth Factor A ,2019-20 coronavirus outbreak ,Databases, Factual ,Coronavirus disease 2019 (COVID-19) ,DME, diabetic macular edema ,Registry study ,Angiogenesis Inhibitors ,Anti-VEGF, anti-vascular endothelial growth factor ,real world evidence ,Real world evidence ,registry data ,electronic health record, IVIs ,Macular Edema ,Retina ,Patient care ,Outcome Assessment, Health Care ,Retinal Vein Occlusion ,Pandemic ,Humans ,Medicine ,Registries ,Iris (anatomy) ,Diabetic Retinopathy ,SARS-CoV-2 ,business.industry ,Vascular Endothelial Growth Factor ,Anti-VEGF ,COVID-19 ,medicine.disease ,Academy, American Academy of Ophthalmology ,Choroidal Neovascularization ,United States ,real world data ,IRIS Registry, American Academy of Ophthalmology IRIS ,Ophthalmology ,medicine.anatomical_structure ,Intravitreal Injections ,Wet Macular Degeneration ,RVO, retinal vein occlusion ,intravitreal injections nAMD, neovascular age-related macular degeneration ,Registry data ,Patient Care ,Medical emergency ,Registry (Intelligent Research in Sight), EHR ,business ,Delivery of Health Care ,Reports - Published
- 2021
29. Racial and Sociodemographic Disparities in Blindness Associated with Primary Angle Closure Glaucoma in the United States: An IRIS® Registry Analysis
- Author
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Sona N. Shah, Sarah Zhou, Carina Sanvicente, Bruce Burkemper, Galo Apolo, Charles Li, Siying Li, Lynn Liu, Flora Lum, Sasan Moghimi, and Benjamin Xu
- Abstract
PurposeTo assess the prevalence and risk factors of blindness among patients newly diagnosed with primary angle closure glaucoma (PACG) in the United States (US).DesignRetrospective cross-sectional study of patients from the American Academy of Ophthalmology IRIS® (Intelligent Research in Sight) Registry.ParticipantsPatients in the IRIS® Registry between the years 2015 to 2019 with a new diagnosis of PACG and visual acuity (VA) data on or within 90 days prior to the date of diagnosis.MethodsEligible patients were aged 18 years and older and: (1) were observable in the database at least 24 months prior to the index date of PACG diagnosis; (2) had no history of intraocular pressure (IOP) lowering drops, laser peripheral iridotomy (LPI), cataract surgery, or a diagnosis of pseudophakia unless preceded by a diagnosis of anatomical narrow angle (ANA); and (3) had no history of glaucoma surgery. Multivariable logistic regression models were developed to assess risk factors of blindness.Main Outcome MeasuresAny (one or both eyes) or bilateral (both eyes) blindness (VA ≤ 20/200) at first diagnosis of PACG.Results43,901 patients with PACG in the IRIS® Registry met inclusion criteria. Overall prevalence of any and bilateral blindness were 11.5% and 1.8%, respectively. Black and Hispanic patients were at higher risk of any (OR=1.42 and 1.21, respectively; p80 years, male sex, Medicaid or Medicare insurance category, and Southern or Western practice region (ORs>1.28; p≤0.01). Diagnosis of ANA prior to diagnosis of PACG was protective against any (OR=0.56; pConclusionsBlindness affects 1 out of 9 patients with newly diagnosed PACG in the IRIS® Registry; Black and Hispanic patients and Medicaid and Medicare recipients are significantly more vulnerable. These findings highlight the severe ocular morbidity associated with PACG and the need for increased disease awareness and improved detection methods.
- Published
- 2022
30. The American Academy of Ophthalmology IRIS Registry (Intelligent Research In Sight): current and future state of big data analytics
- Author
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Suzann Pershing and Flora Lum
- Subjects
Ophthalmology ,Artificial Intelligence ,Data Science ,Academies and Institutes ,Humans ,General Medicine ,Registries ,United States - Abstract
To describe the drivers, development, and current state of the American Academy of Ophthalmology IRIS Registry (Intelligent Research In Sight), and analytics involving deidentified aggregate IRIS Registry data.The IRIS Registry has a core mission of quality improvement and reporting. In addition, analytic projects performed to date have included characterizing patient populations and diseases, incidence, and prevalence; clinical outcomes and complications; risk factors and effect modifiers; practice patterns; and trends over time. Pipeline projects include application of artificial intelligence and machine learning approaches for predictive modeling and analytics, disease mapping, detecting patterns and identifying cohorts, and optimizing treatment based on patient-specific characteristics.The IRIS Registry is the nation's largest single specialty clinical registry, with unique data elements specific to ophthalmology. It offers a wealth of opportunities involving big data analytics, including traditional inferential statistics as well as machine learning and artificial intelligence approaches scalable on massive amounts of data.
- Published
- 2022
31. Questions Regarding the 2019 Quality Payment Program Performance for Ophthalmologists
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Flora Lum, David Glasser, and Cathy G. Cohen
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Reimbursement Mechanisms ,Ophthalmology ,Ophthalmologists ,Humans ,Medicare ,United States - Published
- 2022
32. Joint American Academy of Ophthalmology and Association for Research in Vision and Ophthalmology Policy Statement: The Time for Digital Imaging Standards Implementation Is Now
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Aaron Y. Lee, SriniVas Sadda, and Flora Lum
- Subjects
Ophthalmology ,Policy ,Academies and Institutes ,Humans ,Reference Standards ,United States ,Vision, Ocular - Published
- 2022
33. Multivariable Analyses of Amblyopia Treatment Outcomes from a Clinical Data Registry
- Author
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Michael X. Repka, Charles Li, and Flora Lum
- Subjects
Ophthalmology - Abstract
To present multivariable analyses of factors associated with amblyopia treatment success using outcomes from a clinical registry.Retrospective database study.New patients 3 to 12 years of age being enrolled in the registry from 2013 to 2019.The IRIS-50 is an outcome measure for amblyopia treatment developed by the American Academy of Ophthalmology for use with data in the Intelligent Research in Sight (IRIS®) Registry. The measure specifications include unilateral amblyopia associated with strabismus, refractive error, or both.Clinical care prescribed by the ophthalmologist.Eighteen thousand eight hundred forty-one children 3 to 7 years of age were eligible for IRIS-50, with 77.3% successful. Nine thousand seven hundred sixty-two children 8 to 12 years of age were eligible, with 55.5% successful. For the younger age group, multivariable analyses found that odds ratios (ORs) for success were significantly lower for Black children (0.71; 95% confidence interval [CI], 0.62-0.83) compared with White children. Medicaid insurance was associated independently with significantly lower success (OR, 0.65; 95% CI, 0.60-0.71). Among older children, Black children were less likely to be treated successfully (OR, 0.81; 95% CI, 0.68-0.96) compared with White children, whereas Hispanic children showed an increased chance of success (OR, 1.16; 95% CI, 1.03-1.31). Medicaid insurance for the older children also was associated with a decreased chance of success (OR, 0.84; 95% CI, 0.77-0.93).Amblyopia treatment outcomes measured by IRIS-50 were significantly poorer for Black children and those with Medicaid insurance 3 to 12 years of age. Disparate health outcomes demonstrated for these two factors emphasize the need to develop and test strategies to improve treatment outcomes for these children.
- Published
- 2022
34. Intraocular Pressure Changes Following Stand-Alone Phacoemulsification: An IRIS
- Author
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Adam L, Rothman, Ta Chen, Chang, Flora, Lum, and Elizabeth A, Vanner
- Subjects
Cohort Studies ,Tonometry, Ocular ,Phacoemulsification ,Lens Implantation, Intraocular ,Humans ,Glaucoma ,Registries ,Intraocular Pressure ,Cataract ,Retrospective Studies - Abstract
To describe real-world intraocular pressure (IOP) changes following stand-alone cataract surgery by comparing postoperative IOP to phakic fellow eyes.Retrospective clinical cohort study.A total of 1,334,868 patients (336,060 with glaucoma and 998,808 without glaucoma) in the IRIS® Registry (Intelligent Research in Sight) underwent stand-alone phacoemulsification from 1 January 2013 to 30 September 2019 with a fellow eye that had subsequent cataract surgery. Postoperative daily mean IOP was compared between surgical and control eyes from postoperative day 1 to 90. A generalized linear model determined when the postoperative daily mean IOP stabilized to calculate a final mean IOP, which was then compared to baseline IOP.Postoperative daily mean IOP was initially greater for surgical than for control eyes because of an early postoperative IOP spike. By postoperative day 13, postoperative daily mean IOP was significantly lower for surgical than for control eyes every day through postoperative day 90 (P.001). There was a mean (SD) decrease from baseline to final mean IOP of 1.55 (3.52) mm Hg or 7.79% for all surgical eyes, 1.91 (3.93) mm Hg or 8.89% for surgical eyes with glaucoma, and 1.37 (3.28) mm Hg or 7.24% for surgical eyes without glaucoma, respectively. There was a statistically significant decrease from baseline to the final mean IOP for all surgical eyes, surgical eyes without glaucoma, and all categories of pre-glaucoma and glaucoma (P.0001 for all, excluding uveitic glaucoma [P = .0016]).Eyes both with and without glaucoma that underwent stand-alone phacoemulsification had a significant decrease in IOP through the 90-day postoperative period compared to baseline and phakic fellow eyes.
- Published
- 2022
35. Return to the Operating Room after Vitrectomy for Vitreous Opacities
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Shaina M. Rubino, Flora Lum, and D. Wilkin Parke
- Subjects
medicine.medical_specialty ,genetic structures ,business.industry ,medicine.medical_treatment ,Retinal detachment ,Vitrectomy ,Cataract surgery ,medicine.disease ,eye diseases ,Vitreous Floater ,Ophthalmology ,Medicine ,Current Procedural Terminology ,sense organs ,Eye surgery ,Epiretinal membrane ,business ,Macular hole - Abstract
Purpose To investigate the rate of return to the operating room after vitrectomy surgery for vitreous opacities. Design Retrospective registry cohort. Participants Individuals receiving care in ophthalmology practices participating in the Intelligent Research in Sight (IRIS®) Registry. Methods Data from the IRIS Registry were analyzed for patients who underwent vitrectomy for vitreous opacities. Cases were identified by the combination of International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM), and International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM), codes (379.21, 379.22, 379.24, and 379.25), and a Current Procedural Terminology (CPT) code for vitrectomy surgery. Main Outcome Measures The number and percentage of eyes that underwent additional eye surgery within 1 year after vitrectomy for vitreous opacities were identified, as was the nature of the additional procedures per CPT code. Results Fifty thousand eight hundred thirty-six eyes that underwent vitrectomy surgery linked to one of the ICD-9-CM or ICD-10-CM codes for vitreous opacities were identified. In 17 615 eyes, the surgery was linked to the vitreous opacities code exclusively, and not to epiretinal membrane or macular hole codes. Of these, 2187 eyes (12.4%) returned to the operating room for cataract surgery, and 643 eyes (3.7%) returned to the operating room for a noncataract procedure. Four hundred fifty-seven eyes (2.6%) returned to the operating room for retinal detachment repair. Conclusions In the IRIS Registry, eyes undergoing vitrectomy for vitreous opacities returned to the operating room for an ophthalmic surgery other than cataract extraction 3.7% of the time, and retinal detachment repair was performed 2.6% of the time.
- Published
- 2021
36. Intravitreal Anti–Vascular Endothelial Growth Factor Cost Savings Achievable with Increased Bevacizumab Reimbursement and Use
- Author
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George A. Williams, David B. Glasser, Flora Lum, and Ravi Parikh
- Subjects
Vascular Endothelial Growth Factor A ,medicine.medical_specialty ,genetic structures ,Bevacizumab ,Recombinant Fusion Proteins ,Population ,Angiogenesis Inhibitors ,03 medical and health sciences ,0302 clinical medicine ,Cost Savings ,Ranibizumab ,Medicine ,Registries ,Medicare Part B ,education ,health care economics and organizations ,Reimbursement ,030304 developmental biology ,Aflibercept ,Anti vegf ,0303 health sciences ,education.field_of_study ,business.industry ,Fee-for-Service Plans ,United States ,Cost savings ,Ophthalmology ,Receptors, Vascular Endothelial Growth Factor ,Intravitreal Injections ,Emergency medicine ,030221 ophthalmology & optometry ,Health Expenditures ,business ,medicine.drug - Abstract
Purpose To model Medicare Part B and patient savings associated with increased bevacizumab payment and utilization for intravitreal anti-vascular endothelial growth factor (VEGF) therapy. Design Cost analysis. Methods Medicare claims and IRIS® Registry data were used to calculate Medicare Part B expenditures and patient co-pays for anti-VEGF agents with increasing reimbursement and utilization of bevacizumab relative to ranibizumab and aflibercept. Main outcome measures Medicare Part B costs and patient co-pays for anti-VEGF agents in the Medicare fee-for-service (FFS) population. Results Increasing bevacizumab reimbursement to $125.78, equalizing the dollar margin with aflibercept, would result in Medicare Part B savings of $468 million and patient savings of $119 million with a 10% increase in bevacizumab market share. Conclusions Increased utilization of bevacizumab achievable with increased reimbursement to eliminate the financial disincentive to its use would result in substantial savings to the Medicare Part B program and to patients receiving anti-VEGF intravitreal injections.
- Published
- 2020
37. Reply to Comment on: The Tube Versus Trabeculectomy IRISⓇ Registry Study: Cohort Selection and Follow-up and Comparisons to the Randomized Controlled Trial
- Author
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Ta C. Chang, Flora Lum, William J. Feuer, Patrice J. Persad, Steven J. Gedde, Elizabeth A. Vanner, Richard K. Parrish, Scott P. Kelly, Catherine Q. Sun, and Matthew J. McSoley
- Subjects
medicine.medical_specialty ,business.industry ,Registry study ,medicine.medical_treatment ,Surgery ,law.invention ,Ophthalmology ,medicine.anatomical_structure ,Randomized controlled trial ,law ,Cohort ,medicine ,Trabeculectomy ,Tube (container) ,Iris (anatomy) ,business ,Selection (genetic algorithm) - Published
- 2021
38. Smoking Is Associated with Higher Intraocular Pressure Regardless of Glaucoma
- Author
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Suzann Pershing, Cecilia S Lee, Julia P. Owen, Flora Lum, Michael F. Chiang, Julia A. Haller, Ryan T. Yanagihara, Joan W. Miller, Alice C. Lorch, Aaron Y. Lee, and Leslie Hyman
- Subjects
medicine.medical_specialty ,Intraocular pressure ,genetic structures ,business.industry ,medicine.medical_treatment ,Incidence (epidemiology) ,010102 general mathematics ,Glaucoma ,Retrospective cohort study ,General Medicine ,Diabetic retinopathy ,Cataract surgery ,medicine.disease ,01 natural sciences ,eye diseases ,Confidence interval ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,030221 ophthalmology & optometry ,Glaucoma surgery ,Medicine ,sense organs ,0101 mathematics ,business - Abstract
Purpose To compare the average intraocular pressure (IOP) among smokers, past smokers, and never smokers using the American Academy of Ophthalmology Intelligent Research in Sight (IRIS®) Registry. Design Retrospective database study of the IRIS® Registry data. Participants Intelligent Research in Sight Registry patients who were seen by an eye care provider during 2017. Methods Patients were divided into current smoker, past smoker, and never smoker categories. The IOP was based on an average measurement, and separate analyses were performed in patients with and without a glaucoma diagnosis based on International Classification of Diseases (Ninth Edition and Tenth Edition) codes. Stratified, descriptive statistics by glaucoma status were determined, and the relationship between smoking and IOP was assessed with a multivariate linear regression model. Main Outcome Measures Mean IOP. Results A total of 12 535 013 patients were included. Compared with never smokers, current and past smokers showed a statistically significantly higher IOP by 0.92 mmHg (95% confidence interval [CI], 0.88–0.95 mmHg) and 0.77 mmHg (95% CI, 0.75–0.79 mmHg), respectively, after adjusting for age, gender, glaucoma, age-related macular degeneration, diabetic retinopathy, cataract, glaucoma surgery, cataract surgery, and first-order interactions. In addition, the difference in IOP between current and never smokers was the highest in the fourth decade, regardless of the glaucoma status (glaucoma group, 1.14 mmHg [95% CI, 1.00–1.29 mmHg]; without glaucoma group, 0.68 mmHg [95% CI, 0.65–0.71 mmHg]). Conclusions Current smokers and past smokers have higher IOP than patients who never smoked. This difference is higher in patients with an underlying glaucoma diagnosis.
- Published
- 2020
39. Endophthalmitis after Cataract Surgery in the United States
- Author
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Scott P. Kelly, Stephen Hsu, David W. Parke, Michael F. Chiang, Suzann Pershing, Flora Lum, and William L. Rich
- Subjects
0303 health sciences ,medicine.medical_specialty ,Visual acuity ,genetic structures ,business.industry ,Incidence (epidemiology) ,medicine.medical_treatment ,Retrospective cohort study ,Vitrectomy ,Cataract surgery ,medicine.disease ,eye diseases ,Confidence interval ,Surgery ,03 medical and health sciences ,Ophthalmology ,0302 clinical medicine ,Endophthalmitis ,030221 ophthalmology & optometry ,medicine ,Diagnosis code ,medicine.symptom ,business ,030304 developmental biology - Abstract
Purpose To determine recent incidence and visual outcomes for acute-onset endophthalmitis after cataract surgery performed in the United States. Design Retrospective cohort study. Participants United States cataract surgery patients, 2013-2017 (5 401 686 patients). Methods Cases of acute-onset postoperative endophthalmitis occurring within 30 days after cataract surgery were identified using diagnosis codes in the American Academy of Ophthalmology IRIS (Intelligent Research in Sight) Registry database, drawn from electronic health records in ophthalmology practices across the nation. Annual and aggregate 5-year incidences were determined for all cataract surgeries and specifically for standalone procedures versus those combined with other ophthalmic surgeries. Patient characteristics were compared. Mean and median visual acuity was determined at 1 month preoperative as well as 1 week, 1 month, and 3 months postoperative among patients with and without endophthalmitis. Main Outcome Measures Incidence of acute-onset postoperative endophthalmitis after cataract surgery. Results A total of 8 542 838 eyes underwent cataract surgery, 3629 of which developed acute-onset endophthalmitis (0.04%; 95% confidence interval, 0.04%–0.04%). Endophthalmitis incidence was highest among patients aged 0 to 17 years (0.37% over 5 years), followed by patients aged 18 to 44 years (0.18% over 5 years; P Conclusions Acute-onset endophthalmitis occurred in 0.04% of 8 542 838 cataract surgeries performed in the United States between 2013 and 2017. Risk factors may include younger age, cataract surgery combined with other ophthalmic surgeries, and anterior vitrectomy. Visual acuity outcomes vary; however, patients can recover excellent vision after surgery. Big data from clinical registries like the IRIS Registry has great potential for evaluating rare conditions such as endophthalmitis, including developing benchmarks, longer-term time trend investigation, and comprehensive analysis of risk factors and prophylaxis.
- Published
- 2020
40. The Pandemic Is Not Associated with Endophthalmitis Decrease after Anti–Vascular Endothelial Growth Factor Injections
- Author
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Flora Lum, Siying Li, Lynn Liu, Charles Li, David W. Parke, and George A. Williams
- Subjects
Endophthalmitis ,Anti-VEGF intravitreal injection ,Mask ,Pandemic ,Incidence ,Angiogenesis Inhibitors ,Eye Infections, Bacterial ,Bevacizumab ,Ophthalmology ,Ranibizumab ,Intravitreal Injections ,Humans ,Pandemics ,Reports ,Retrospective Studies - Published
- 2022
41. Evaluation of the Visual System by the Primary Care Provider Following Concussion
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Christina L, Master, Darron, Bacal, Matthew F, Grady, Richard, Hertle, Ankoor S, Shah, Mitchell, Strominger, Sarah, Whitecross, Geoffrey E, Bradford, Flora, Lum, and Sean P, Donahue
- Subjects
Primary Health Care ,Athletic Injuries ,Quality of Life ,Humans ,Child ,Brain Concussion ,Sports - Abstract
Concussion is a common injury in childhood and has the potential for substantial impact on quality of life. Visual issues have been increasingly recognized as a common problem after concussion. Many children initially seek care for concussion with their pediatrician, making it even more important for pediatricians to recognize, evaluate, and refer children with visual issues after concussion. This clinical report is intended to support the recommendations in the companion policy statement on vision and concussion and provides definitions of some of the physiologic aspects of the visual system as they relate to concussion. A description of clinically feasible testing methodologies is provided in more detail to aid the clinician in assessing the visual system in a focused fashion after concussion. This guidance helps direct clinical management, including support for return to school, sports, and other activities, as well as potential referral for subspecialty care for the subset of those with persistent symptoms.
- Published
- 2021
42. Vision and Concussion: Symptoms, Signs, Evaluation, and Treatment
- Author
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Christina L, Master, Darron, Bacal, Matthew F, Grady, Richard, Hertle, Ankoor S, Shah, Mitchell, Strominger, Sarah, Whitecross, Geoffrey E, Bradford, Flora, Lum, and Sean P, Donahue
- Subjects
Ocular Motility Disorders ,Adolescent ,Quality of Life ,Saccades ,Humans ,Child ,Sports Medicine ,Brain Concussion - Abstract
Visual symptoms are common after concussion in children and adolescents, making it essential for clinicians to understand how to screen, identify, and initiate clinical management of visual symptoms in pediatric patients after this common childhood injury. Although most children and adolescents with visual symptoms after concussion will recover on their own by 4 weeks, for a subset who do not have spontaneous recovery, referral to a specialist with experience in comprehensive concussion management (eg, sports medicine, neurology, neuropsychology, physiatry, ophthalmology, otorhinolaryngology) for additional assessment and treatment may be necessary. A vision-specific history and a thorough visual system examination are warranted, including an assessment of visual acuity, ocular alignment in all positions of gaze, smooth pursuit (visual tracking of a moving object), saccades (visual fixation shifting between stationary targets), vestibulo-ocular reflex (maintaining image focus during movement), near point of convergence (focusing with both eyes at near and accommodation (focusing with one eye at near because any of these functions may be disturbed after concussion. These deficits may contribute to difficulty with returning to both play and the learning setting at school, making the identification of these problems early after injury important for the clinician to provide relevant learning accommodations, such as larger font, preprinted notes, and temporary use of audio books. Early identification and appropriate management of visual symptoms, such as convergence insufficiency or accommodative insufficiency, may mitigate the negative effects of concussion on children and adolescents and their quality of life.
- Published
- 2021
43. Amblyopia treatment outcomes from a clinical data registry
- Author
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Michael X. Repka, Charles Li, and Flora Lum
- Subjects
Ophthalmology ,Pediatrics, Perinatology and Child Health - Published
- 2022
44. Screening for Ocular Findings Among Patients With Candidemia: Isn’t It Time to Change Practice?
- Author
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Mark P Breazzano, John B Bond, Flora Lum, and Timothy W Olsen
- Subjects
Microbiology (medical) ,Infectious Diseases ,Research ,Candidemia ,Humans - Published
- 2022
45. Demographics and Seasonality of Retinal Detachment, Retinal Breaks, and Posterior Vitreous Detachment from the Intelligent Research in Sight Registry
- Author
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Steven S. Saraf, Megan Lacy, Matthew S. Hunt, Cecilia S. Lee, Aaron Y. Lee, Yewlin E. Chee, Emily Chew, Flora Lum, Suzann Pershing, Julia A. Haller, Leslie G. Hyman, Alice C. Lorch, Joan W. Miller, and Tobias Elze
- Subjects
General Medicine - Abstract
To investigate the incidence, seasonal variation, and differences among age, sex, and race for rhegmatogenous retinal detachment (RRD) repair, retinal break (RB) treatment, and posterior vitreous detachment (PVD) in the Intelligent Research in Sight (IRIS) Registry.Retrospective database study.Patients in the IRIS Registry who underwent RRD repair, RB treatment, or cataract surgery (CS) based on Current Procedural Terminology codes and PVD diagnosis based on International Classification of Diseases, Ninth and Tenth Revision, codes.Daily incidence rates were defined as the ratio of patients who underwent RRD repair or RB treatment and patients with a diagnosis of PVD to the total number of patients followed on a given day within the IRIS Registry. The CS group was included as a comparison for seasonal variation. Rates were stratified by decade of life, sex, and race.Time series trends for incidence rates of RRD, RB, and PVD.A total of 7 115 774 patients received a diagnosis of incident PVD, 237 646 patients underwent RRD repair, and 359 022 patients underwent RB treatment. Also included were 5 940 448 patients who underwent CS. The mean daily incidence for RRD repair, RB treatment, PVD diagnosis, and CS were 0.46 per 100 000 patients, 0.70 per 100 000 patients, 13.90 per 100 000 patients, and 11.80 per 100 000 patients, respectively. Men showed higher incidence of RRD repair and RB treatment than women, whereas women showed higher incidence of PVD diagnosis. Rhegmatogenous retinal detachment incidence was higher in White people compared with other races. Seasonal decreases in PVD, RB treatment, RRD repair, and CS corresponded to national holidays, with larger decreases in winter months. Kaplan-Meier estimates showed that RRD repair and RB treatment typically occurred within 60 days of PVD diagnosis.Within the IRIS Registry, the highest incidence of RRD was in the 6th and 7th decade of life. There was a higher incidence of RRD repair and RB treatment in men compared with women. The seasonal variation associated with national holidays was less pronounced for RRD repair and RB treatment.
- Published
- 2021
46. Zafar et al.: Endophthalmitis rates among Medicare beneficiaries undergoing cataract surgery between 2011 and 2019 (Ophthalmology. 2022;129:250-257)
- Author
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Anne L, Coleman and Flora, Lum
- Subjects
Endophthalmitis ,Ophthalmology ,Humans ,Cataract Extraction ,Medicare ,Cataract ,United States ,Aged - Published
- 2022
47. Endophthalmitis Rate in Immediately Sequential versus Delayed Sequential Bilateral Cataract Surgery within the Intelligent Research in Sight (IRIS) Registry Data
- Author
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Megan Lacy, Timothy-Paul H. Kung, Julia P. Owen, Ryan T. Yanagihara, Marian Blazes, Suzann Pershing, Leslie G. Hyman, Russell N. Van Gelder, Aaron Y. Lee, Cecilia S. Lee, Flora Lum, Emily Chew, Julia A. Haller, Alice C. Lorch, and Joan W. Miller
- Subjects
Adult ,Male ,medicine.medical_specialty ,genetic structures ,Adolescent ,Databases, Factual ,medicine.medical_treatment ,Eye disease ,Visual Acuity ,Cataract Extraction ,Article ,Young Adult ,Endophthalmitis ,Postoperative Complications ,Lens Implantation, Intraocular ,Statistical significance ,medicine ,Humans ,Registries ,Child ,Aged ,Retrospective Studies ,Aged, 80 and over ,business.industry ,Incidence (epidemiology) ,Incidence ,Infant, Newborn ,Infant ,Retrospective cohort study ,Odds ratio ,Cataract surgery ,Middle Aged ,medicine.disease ,Confidence interval ,United States ,Surgery ,Ophthalmology ,Child, Preschool ,Female ,business ,Follow-Up Studies - Abstract
Purpose To compare the rate of postoperative endophthalmitis after immediately sequential bilateral cataract surgery (ISBCS) versus delayed sequential bilateral cataract surgery (DSBCS) using the American Academy of Ophthalmology Intelligent Research in Sight (IRIS) Registry database. Design Retrospective cohort study. Participants Patients in the IRIS Registry who underwent cataract surgery from 2013 through 2018. Methods Patients who underwent cataract surgery were divided into 2 groups: (1) ISBCS and (2) DSBCS (second-eye surgery ≥1 day after the first-eye surgery) or unilateral surgery. Postoperative endophthalmitis was defined as endophthalmitis occurring within 4 weeks of surgery by International Classification of Diseases (ICD) code and ICD code with additional clinical criteria. Main Outcome Measures Rate of postoperative endophthalmitis. Results Of 5 573 639 IRIS Registry patients who underwent cataract extraction, 165 609 underwent ISBCS, and 5 408 030 underwent DSBCS or unilateral surgery (3 695 440 DSBCS, 1 712 590 unilateral surgery only). A total of 3102 participants (0.056%) met study criteria of postoperative endophthalmitis with supporting clinical findings. The rates of endophthalmitis in either surgery eye between the 2 surgery groups were similar (0.059% in the ISBCS group vs. 0.056% in the DSBCS or unilateral group; P = 0.53). Although the incidence of endophthalmitis was slightly higher in the ISBCS group compared with the DSBCS or unilateral group, the odds ratio did not reach statistical significance (1.08; 95% confidence interval, 0.87–1.31; P = 0.47) after adjusting for age, sex, race, insurance status, and comorbid eye disease. Seven cases of bilateral endophthalmitis with supporting clinical data in the DSBCS group and no cases in the ISBCS group were identified. Conclusions Risk of postoperative endophthalmitis was not statistically significantly different between patients who underwent ISBCS and DSBCS or unilateral cataract surgery.
- Published
- 2021
48. Treatment Patterns for Diabetic Macular Edema: An Intelligent Research in Sight (IRIS®) Registry Analysis
- Author
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Lawrence S Morse, Flora Lum, Craig Salman, Yifeng Chia, William L. Rich, Jeffrey R. Willis, and Ronald A. Cantrell
- Subjects
medicine.medical_specialty ,genetic structures ,Diabetic macular edema ,Time to treatment ,MEDLINE ,Angiogenesis Inhibitors ,Macular Edema ,Time-to-Treatment ,Laser therapy ,Adrenal Cortex Hormones ,Ophthalmology ,Retrospective analysis ,Humans ,Medicine ,Registries ,Practice Patterns, Physicians' ,Iris (anatomy) ,Retrospective Studies ,Diabetic Retinopathy ,business.industry ,Retrospective cohort study ,United States ,eye diseases ,Clinical Practice ,medicine.anatomical_structure ,Laser Therapy ,business - Abstract
This retrospective analysis of the IRIS ® Registry (Intelligent Research in Sight) sought to characterize real-world treatment patterns and visual outcomes among patients with diabetic macular edema in US clinical practice.
- Published
- 2020
49. Medicare Incentive Payments to United States Ophthalmologists for Use of Electronic Health Records
- Author
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Michele C. Lim, Thomas S. Hwang, Jessica L. Peterson, Aaron Y. Lee, Flora Lum, and Michael V. Boland
- Subjects
0303 health sciences ,medicine.medical_specialty ,Vendor ,business.industry ,media_common.quotation_subject ,Meaningful use ,Specialty ,EPIC ,Health records ,Payment ,03 medical and health sciences ,Ophthalmology ,0302 clinical medicine ,Incentive ,Family medicine ,030221 ophthalmology & optometry ,medicine ,Incentive program ,business ,030304 developmental biology ,media_common - Abstract
Purpose To investigate ophthalmologists’ rate of attestation to meaningful use (MU) of their electronic health record (EHR) systems in the Medicare EHR Incentive Program and their continuity and success in receiving payments in comparison with other specialties. Design Administrative database study. Participants Eligible professionals participating in the Medicare EHR Incentive Program. Methods Based on publicly available data sources, subsets of payment and attestation data were created for ophthalmologists and for other specialties. The number of eligible professionals attesting was determined using the attestation data for each year and stage of the program. The proportion of attestations by EHR vendor was calculated using all attestations for each vendor. Main Outcome Measures Numbers of ophthalmologists attesting by year and stage of the Medicare EHR Incentive Program, incentive payments, and number of attestations by EHR vendor. Results In the peak year of participation, 51.6% of ophthalmologists successfully attested to MU, compared with 37.1% of optometrists, 50.2% of dermatologists, 54.5% of otolaryngologists, and 64.4% of urologists. Across the 6 years of the program, ophthalmologists received an average of $17 942 in incentive payments compared with $11 105 for optometrists, $16 617 for dermatologists, $20 203 for otolaryngologists, and $23 821 for urologists. Epic and Nextgen were the most frequently used EHRs for attestation by ophthalmologists. Conclusions Ophthalmology as a specialty performed better than optometry and dermatology, but worse than otolaryngology and urology, in terms of the proportion of eligible professionals attesting to MU of EHRs. Ophthalmologists were more likely to remain in the program after their initial year of attestation compared with all eligible providers. The top 4 EHR vendors accounted for 50% of attestations by ophthalmologists.
- Published
- 2019
50. Choosing Core Outcomes for Use in Clinical Trials in Ophthalmology: Perspectives from Three Ophthalmology Outcomes Working Groups
- Author
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Ian J. Saldanha, Jimmy T. Le, Sharon D. Solomon, Michael X. Repka, Esen K. Akpek, Tianjing Li, Natalie Afshari, Andre Ambrus, Penny Asbell, Christophe Baudoin, Vatinee Bunya, Emily Chew, Roy Chuck, Diana Do, Malvina Eydelman, Darren Gregory, Andzrej Grzybowski, Julia Haller, Pedram Hamrah, Jonathan Holmes, Rahul Khurana, Douglas Jabs, Henry Jampel, Leslie Jones, Anat Loewenstein, Flora Lum, Maureen Maguire, Steven Maskin, Norman Medow, Elisabeth Messmer, Victor Perez, Hank Perry, Rebecca Petris, Jose Pulido, Ursula Schmid-Erfurth, Christopher Starr, Kazuo Tsubota, Susan Vitale, and Adam Wenick
- Subjects
Adult ,Male ,medicine.medical_specialty ,Consensus ,MEDLINE ,Outcome assessment ,Article ,Macular Degeneration ,Outcome Assessment, Health Care ,medicine ,Humans ,Medical physics ,Child ,Clinical Trials as Topic ,Core (anatomy) ,Extramural ,business.industry ,Academies and Institutes ,Refractive Errors ,United States ,Clinical trial ,Ophthalmology ,Child, Preschool ,Dry Eye Syndromes ,Female ,Working group ,business - Published
- 2019
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