11 research outputs found

    Anesthesia techniques and the risk of complications as reflected in the European Registry of Quality Outcomes for Cataract and Refractive Surgery

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    Purpose: To determine the trends in anesthesia techniques for cataract surgery over the past decade and their relationship to surgical complications. Setting: Clinics affiliated with the European Registry of Quality Outcomes for Cataract and Refractive Surgery (EUREQUO). Design: Retrospective cross-sectional register-based study. Methods: Variables include patient demographics, visual acuity, ocular comorbidities, surgery characteristics, intraoperative complications, and postoperative complications for the study period from January 2008, to December 2018. The anesthesia methods registered in the EUREQUO and included in the study are topical, combined topical and intracameral, sub-Tenon, regional, and general anesthesia. Multivariate logistic regression models for each complication were constructed to estimate the adjusted odds ratio (OR) and 95% CIs. Results: Complete data were available of 1 354 036 cataract surgeries. Topical anesthesia increased significantly over time (from 30% to 76%, P < .001). Sub-Tenon and regional anesthesia decreased (from 27% and 38% to 16% and 6%, respectively, P < .001), and general and combined topical and intracameral anesthesia remained stable (around 2%). Sub-Tenon (OR, 0.80; 95% CI, 0.71-0.91, P < .001), regional (0.74; 95% CI, 0.71-0.78, P < .001), general (0.53; 95% CI, 0.50-0.56, P < .001), and intracameral anesthesia (0.76; 95% CI, 0.64-0.90, P = .001) carried a significantly decreased risk of posterior capsule rupture (PCR), with and without dropped nucleus, compared with topical anesthesia. The risk of endophthalmitis was significantly lower with regional anesthesia compared with topical anesthesia (OR, 0.60; 95% CI, 0.44-0.82, P = .001). Conclusions: The use of topical anesthesia for cataract surgery increased over time. Topical anesthesia is associated with an increased risk of PCR with and without dropped nucleus, and endophthalmitis

    Development of machine learning models to predict posterior capsule rupture based on the EUREQUO registry

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    Purpose: To evaluate the performance of different probabilistic classifiers to predict posterior capsule rupture (PCR) prior to cataract surgery. Methods: Three probabilistic classifiers were constructed to estimate the probability of PCR: a Bayesian network (BN), logistic regression (LR) model, and multi‐layer perceptron (MLP) network. The classifiers were trained on a sample of 2 853 376 surgeries reported to the European Registry of Quality Outcomes for Cataract and Refractive Surgery (EUREQUO) between 2008 and 2018. The performance of the classifiers was evaluated based on the area under the precision‐recall curve (AUPRC) and compared to existing scoring models in the literature. Furthermore, direct risk factors for PCR were identified by analysing the independence structure of the BN. Results: The MLP network predicted PCR overall the best (AUPRC 13.1 ± 0.41%), followed by the BN (AUPRC 8.05 ± 0.39%) and the LR model (AUPRC 7.31 ± 0.15%). Direct risk factors for PCR include preoperative best‐corrected visual acuity (BCVA), year of surgery, operation type, anaesthesia, target refraction, other ocular comorbidities, white cataract, and corneal opacities. Conclusions: Our results suggest that the MLP network performs better than existing scoring models in the literature, despite a relatively low precision at high recall. Consequently, implementing the MLP network in clinical practice can potentially decrease the PCR rate

    Ophthalmologists' attitudes toward immediate sequential bilateral cataract surgery:Dutch national survey

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    To evaluate current practice patterns of immediate sequential bilateral cataract surgery (ISBCS) in the Netherlands and assess ophthalmologists' attitudes toward performing ISBCS in future cataract care. SETTING: Dutch ophthalmic society members. DESIGN: Cross-sectional study (national survey). METHODS: An electronic survey on ISBCS was sent as part of an annual survey on cataract practice patterns to members of the Dutch ophthalmic society. Questions regarding current ISBCS practice patterns, willingness to perform ISBCS routinely in future care, reasons for performing ISBCS, and reasons for not performing ISBCS were included. Data were analyzed using descriptive statistics. RESULTS: 237 (45.6%) of 520 survey recipients responded to the overall survey. Data on the ISBCS questions were available from 227 respondents. 62 ophthalmologists (27.3%) currently performed ISBCS, predominantly in low patient volumes (90.3% on 1 to 5 patients per month). However, 108 (47.6%) of 227 ophthalmologists considered performing ISBCS routinely in future practice. Procedures for which ISBCS was mainly considered included age-related cataract surgery using topical and general anesthesia. Availability of separate products and instruments for both eyes and patient advantages were considered of high importance when performing ISBCS. Main reasons for not performing ISBCS included the risk for endophthalmitis and potential medicolegal aspects. CONCLUSIONS: Although ISBCS is currently not a routine procedure in the Netherlands, it is considered by almost 50% of surgeons. To improve implementation on a national level, potential barriers identified in this survey (fear of bilateral endophthalmitis, potential medicolegal issues, and a lack of availability of separate products for both eyes) should be addressed

    Anesthesia techniques and the risk of complications as reflected in the European Registry of Quality Outcomes for Cataract and Refractive Surgery (EUREQUO)

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    PURPOSE: To determine the trends in anesthesia techniques for cataract surgery over the past decade and their relationship to surgical complications. SETTING: Clinics affiliated with the European Registry of Quality Outcomes for Cataract and Refractive Surgery (EUREQUO). DESIGN: Retrospective cross-sectional register-based study. METHODS: Variables include patient demographics, visual acuity, ocular comorbidities, surgery characteristics, intraoperative complications, and postoperative complications for the study period from January 2008, to December 2018. The anesthesia methods registered in the EUREQUO and included in the study are topical, combined topical and intracameral, sub-Tenon, regional, and general anesthesia. Multivariate logistic regression models for each complication were constructed to estimate the adjusted odds ratio (OR) and 95% CIs. RESULTS: Complete data were available of 1 354 036 cataract surgeries. Topical anesthesia increased significantly over time (from 30% to 76%, P < .001). Sub-Tenon and regional anesthesia decreased (from 27% and 38% to 16% and 6%, respectively, P < .001), and general and combined topical and intracameral anesthesia remained stable (around 2%). Sub-Tenon (OR, 0.80; 95% CI, 0.71-0.91, P < .001), regional (0.74; 95% CI, 0.71-0.78, P < .001), general (0.53; 95% CI, 0.50-0.56, P < .001), and intracameral anesthesia (0.76; 95% CI, 0.64-0.90, P = .001) carried a significantly decreased risk of posterior capsule rupture (PCR), with and without dropped nucleus, compared with topical anesthesia. The risk of endophthalmitis was significantly lower with regional anesthesia compared with topical anesthesia (OR, 0.60; 95% CI, 0.44-0.82, P = .001). CONCLUSIONS: The use of topical anesthesia for cataract surgery increased over time. Topical anesthesia is associated with an increased risk of PCR with and without dropped nucleus, and endophthalmitis

    Outcomes of cataract surgery complicated by posterior capsule rupture in the European Registry of Quality Outcomes for Cataract and Refractive Surgery

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    To analyze the outcomes of cataract surgery complicated by posterior capsule rupture (PCR). European clinics affiliated to the European Registry of Quality Outcomes for Cataract and Refractive Surgery (EUREQUO). Retrospective cross-sectional register-based study. Data was retrieved from the EUREQUO between January 1, 2008, and December 31, 2018. The database consists of demographics, intraoperative complications, including PCR, type of intraocular lens (IOL) material, postoperative refraction, corrected distance visual acuity (CDVA), and postoperative complications. 1,371,743 cataract extractions with complete postoperative data were reported in the EUREQUO. In 12,196 cases (0.9%), a PCR was reported. Following PCR, patients were more likely to receive a PMMA IOL (5.2% vs. 0.4%, respectively) or no IOL (1.1% vs. 0.02%, respectively) compared to patients without PCR. The refractive and visual outcomes following PCR were significantly worse than without PCR (mean CDVA 0.13+/-0.21 versus 0.05+/-0.16 logMAR,

    Development of machine learning models to predict posterior capsule rupture based on the EUREQUO registry

    No full text
    Purpose: To evaluate the performance of different probabilistic classifiers to predict posterior capsule rupture (PCR) prior to cataract surgery. Methods: Three probabilistic classifiers were constructed to estimate the probability of PCR: a Bayesian network (BN), logistic regression (LR) model, and multi-layer perceptron (MLP) network. The classifiers were trained on a sample of 2 853 376 surgeries reported to the European Registry of Quality Outcomes for Cataract and Refractive Surgery (EUREQUO) between 2008 and 2018. The performance of the classifiers was evaluated based on the area under the precision-recall curve (AUPRC) and compared to existing scoring models in the literature. Furthermore, direct risk factors for PCR were identified by analysing the independence structure of the BN. Results: The MLP network predicted PCR overall the best (AUPRC 13.1 ± 0.41%), followed by the BN (AUPRC 8.05 ± 0.39%) and the LR model (AUPRC 7.31 ± 0.15%). Direct risk factors for PCR include preoperative best-corrected visual acuity (BCVA), year of surgery, operation type, anaesthesia, target refraction, other ocular comorbidities, white cataract, and corneal opacities. Conclusions: Our results suggest that the MLP network performs better than existing scoring models in the literature, despite a relatively low precision at high recall. Consequently, implementing the MLP network in clinical practice can potentially decrease the PCR rate

    Economic evaluation of prevention of cystoid macular edema after cataract surgery in diabetic patients:ESCRS PREMED study report 6

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    PURPOSE: To investigate the cost-effectiveness of prophylactic treatments against cystoid macular edema (CME) after cataract surgery in diabetic patients. SETTING: Seven ophthalmology clinics in the Netherlands and Belgium. DESIGN: Prospective trial-based cost-effectiveness analysis using data from a European multicenter randomized clinical trial. METHODS: Diabetic patients (n=163) undergoing uncomplicated cataract surgery were randomized to perioperative subconjunctival triamcinolone acetonide (n=36), perioperative intravitreal bevacizumab (n=36), combination treatment (n=45), or no additional treatment (control group, n=46). The cost analysis was performed from a healthcare perspective within a 12-week postoperative time horizon. The main effectiveness outcome was quality-adjusted life years (QALYs). The main cost-effectiveness outcome was the incremental cost-effectiveness ratio (ICER; cost per QALY). RESULTS: Mean total healthcare costs and QALYs were: Triamcinolone € 1827 (US2295)/0.166;Bevacizumab2050(US 2295) / 0.166; Bevacizumab € 2050 (US 2575) / 0.144; Combination € 2027 (US2546)/0.166;Control2041(US 2546) / 0.166; Control € 2041 (US 2564) / 0.156. Bevacizumab and control treatment were most costly and least effective. The ICER was € 321,984 (US404,503)perQALYforthecombinationgroupcomparedtothetriamcinolonegroup.Assumingthewillingnesstopayis20,000(US 404,503) per QALY for the combination group compared to the triamcinolone group. Assuming the willingness-to-pay is € 20,000 (US 25,126) per QALY, the cost-effectiveness probability was 70% and 23% in the triamcinolone and combination groups, respectively. No patient that received triamcinolone developed clinically significant macular edema (CSME). A secondary cost-effectiveness analysis based on this outcome showed a clear preference for triamcinolone. CONCLUSIONS: In diabetic patients, subconjunctival triamcinolone was effective in preventing CSME after cataract surgery. The cost-effectiveness analysis showed triamcinolone is also cost-effective
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