December 2024
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88 Reads
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December 2024
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88 Reads
December 2024
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121 Reads
Ophthalmic Epidemiology
Purpose: To estimate the prevalence of vision loss for 2020 in South and Central Asia and analyze trends since 1990. Methods: In a systematic literature review, we estimated the prevalence of blindness, visual impairment (VI) and presbyopia-related VI in 1990,2000,2010, and 2020. Results: The study included 103 population-based studies. In South/Central Asia combined, age-standardized prevalence of blindness, moderate-to-severe VI (MSVI), moderate VI, severe VI, mild VI and presbyopia-related VI for all ages was 0.65% (95% uncertainty interval (UI):0.56/0.74), 5.06 (4.55/5.59), 4.40 (3.91/4.94), 0.65 (0.57/0.74), 3.21 (2.89/3.56), and 8.77 (6.37/11.48), respectively, with higher values for women than men. From 2000 to 2020, changes in age-standardized prevalence in South Asia were −36.85 (−36.94/−36.76), −7.01 (−7.13/−6.90), −5.86 (−5.99/−5.73), −13.96 (−14.09/−13.82), −9.55 (−9.66/−9.44), and −8.62 (−8.93/−8.31), respectively for men, and −38.50 (−38.59/−38.40), −10.12 (−10.22/−10.01), −9.23(−9.36/−9.10), −14.86 (−14.99/−14.73), −9.44 (−9.56/−9.33), and −7.78 (−8.09/−7.48), respectively for women. From 2000/2020, the changes in age-standardized prevalence figures in Central Asia were −21.44 (−21.58/−21.30), −2.75 (−2.87/−2.64), −2.17 (−2.30/−2.04), −7.12 (−7.26/−6.99), −5.36 (−5.48/−5.25), and −3.67(−4.02/−3.32), respectively for men, and −21.13 (−21.27/−20.99), −2.70 (−2.81/−2.58), −2.18 (−2.30/−2.05), −6.93 (−7.07/−6.80), −5.03 (−5.14/−4.91), and −2.65 (−3.00/−2.30), respectively, for women. In 2020, 11.94 million (9.98–14.07) and 0.30 million (0.24–0.36) individuals were blind, and 96.22 million (84.12–110.27) and 2.95 million (2.52–3.43) had MSVI in South Asia and Central Asia, respectively. Conclusions: Despite a higher decrease between 2000 and 2020, the age-standardized prevalence of blindness and MSVI were higher in South Asia than in Central Asia in 2020. The number of people affected increased due to population growth and improved longevity.
October 2024
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62 Reads
Sustainability
This paper presents a novel mathematical framework for assessing and predicting the resilience of critical coastal infrastructures against wave overtopping hazards and extreme climatic events. A probabilistic sensitivity analysis model is developed to evaluate the relative influence of hydrodynamic, geomorphological, and structural factors contributing to wave overtopping dynamics. Additionally, a stochastic Gaussian process (GP) model is introduced to predict the mean overtopping discharge from coastal defences. Both the sensitivity analysis and the predictive models are validated using a large homogeneous dataset comprising 163 laboratory and field-scale tests. Statistical evaluations demonstrate the superior performance of the GPs in identifying key parameters driving wave overtopping and predicting mean discharge rates, outperforming existing regression-based formulae. The proposed model offers a robust predictive tool for assessing the performance of critical coastal protection infrastructures under various climate scenarios.
July 2024
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700 Reads
BACKGROUND: Uncorrected refractive error (URE) is a readily treatable cause of visual impairment (VI). This study provides updated estimates of global and regional vision loss due to URE, presenting temporal change for VISION 2020 METHODS: Data from population-based eye disease surveys from 1980-2018 were collected. Hierarchical models estimated prevalence (95% uncertainty intervals [UI]) of blindness (presenting visual acuity (VA) < 3/60) and moderate-to-severe vision impairment (MSVI; 3/60 ≤ presenting VA < 6/18) caused by URE, stratified by age, sex, region, and year. Near VI prevalence from uncorrected presbyopia was defined as presenting near VA < N6/N8 at 40 cm when best-corrected distance (VA ≥ 6/12). RESULTS: In 2020, 3.7 million people (95%UI 3.10-4.29) were blind and 157 million (140-176) had MSVI due to URE, a 21.8% increase in blindness and 72.0% increase in MSVI since 2000. Age-standardised prevalence of URE blindness and MSVI decreased by 30.5% (30.7-30.3) and 2.4% (2.6-2.2) respectively during this time. In 2020, South Asia GBD super-region had the highest 50∫∠ years age-standardised URE blindness (0.33% (0.26-0.40%)) and MSVI (10.3% (8.82-12.10%)) rates. The age-standardized ratio of women to men for URE blindness was 1.05:1.00 in 2020 and 1.03:1.00 in 2000. An estimated 419 million (295-562) people 50∫∠had near VI from uncorrected presbyopia, a ∫75.3% (74.6-76.0) increase from 2000 CONCLUSIONS: The number of cases of VI from URE substantively grew, even as age-standardised prevalence fell, since 2000, with a continued disproportionate burden by region and sex. Global population ageing will increase this burden, highlighting urgent need for novel approaches to refractive service delivery.
July 2024
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386 Reads
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1 Citation
Eye (London, England)
Background To estimate global and regional trends from 2000 to 2020 of the number of persons visually impaired by cataract and their proportion of the total number of vision-impaired individuals. Methods A systematic review and meta-analysis of published population studies and gray literature from 2000 to 2020 was carried out to estimate global and regional trends. We developed prevalence estimates based on modeled distance visual impairment and blindness due to cataract, producing location-, year-, age-, and sex-specific estimates of moderate to severe vision impairment (MSVI presenting visual acuity <6/18, ≥3/60) and blindness (presenting visual acuity <3/60). Estimates are age-standardized using the GBD standard population. Results In 2020, among overall (all ages) 43.3 million blind and 295 million with MSVI, 17.0 million (39.6%) people were blind and 83.5 million (28.3%) had MSVI due to cataract blind 60% female, MSVI 59% female. From 1990 to 2020, the count of persons blind (MSVI) due to cataract increased by 29.7%(93.1%) whereas the age-standardized global prevalence of cataract-related blindness improved by −27.5% and MSVI increased by 7.2%. The contribution of cataract to the age-standardized prevalence of blindness exceeded the global figure only in South Asia (62.9%) and Southeast Asia and Oceania (47.9%). Conclusions The number of people blind and with MSVI due to cataract has risen over the past 30 years, despite a decrease in the age-standardized prevalence of cataract. This indicates that cataract treatment programs have been beneficial, but population growth and aging have outpaced their impact. Growing numbers of cataract blind indicate that more, better-directed, resources are needed to increase global capacity for cataract surgery.
July 2024
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481 Reads
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1 Citation
Eye (London, England)
Background We aimed to update estimates of global vision loss due to age-related macular degeneration (AMD). Methods We did a systematic review and meta-analysis of population-based surveys of eye diseases from January, 1980, to October, 2018. We fitted hierarchical models to estimate the prevalence of moderate and severe vision impairment (MSVI; presenting visual acuity from <6/18 to 3/60) and blindness ( < 3/60) caused by AMD, stratified by age, region, and year. Results In 2020, 1.85 million (95%UI: 1.35 to 2.43 million) people were estimated to be blind due to AMD, and another 6.23 million (95%UI: 5.04 to 7.58) with MSVI globally. High-income countries had the highest number of individuals with AMD-related blindness (0.60 million people; 0.46 to 0.77). The crude prevalence of AMD-related blindness in 2020 (among those aged ≥ 50 years) was 0.10% (0.07 to 0.12) globally, and the region with the highest prevalence of AMD-related blindness was North Africa/Middle East (0.22%; 0.16 to 0.30). Age-standardized prevalence (using the GBD 2019 data) of AMD-related MSVI in people aged ≥ 50 years in 2020 was 0.34% (0.27 to 0.41) globally, and the region with the highest prevalence of AMD-related MSVI was also North Africa/Middle East (0.55%; 0.44 to 0.68). From 2000 to 2020, the estimated crude prevalence of AMD-related blindness decreased globally by 19.29%, while the prevalence of MSVI increased by 10.08%. Conclusions The estimated increase in the number of individuals with AMD-related blindness and MSVI globally urges the creation of novel treatment modalities and the expansion of rehabilitation services.
June 2024
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283 Reads
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4 Citations
Eye (London, England)
Objectives To estimate global and regional trends from 2000 to 2020 of the number of persons visually impaired by diabetic retinopathy and their proportion of the total number of vision-impaired individuals. Methods Data from population-based studies on eye diseases between 1980 to 2018 were compiled. Meta-regression models were performed to estimate the prevalence of blindness (presenting visual acuity <3/60) and moderate or severe vision impairment (MSVI; <6/18 to ≥3/60) attributed to DR. The estimates, with 95% uncertainty intervals [UIs], were stratified by age, sex, year, and region. Results In 2020, 1.07 million (95% UI: 0.76, 1.51) people were blind due to DR, with nearly 3.28 million (95% UI: 2.41, 4.34) experiencing MSVI. The GBD super-regions with the highest percentage of all DR-related blindness and MSVI were Latin America and the Caribbean (6.95% [95% UI: 5.08, 9.51]) and North Africa and the Middle East (2.12% [95% UI: 1.55, 2.79]), respectively. Between 2000 and 2020, changes in DR-related blindness and MSVI were greater among females than males, predominantly in the super-regions of South Asia (blindness) and Southeast Asia, East Asia, and Oceania (MSVI). Conclusions Given the rapid global rise in diabetes and increased life expectancy, DR is anticipated to persist as a significant public health challenge. The findings emphasise the need for gender-specific interventions and region-specific DR healthcare policies to mitigate disparities and prevent avoidable blindness. This study contributes to the expanding body of literature on the burden of DR, highlighting the need for increased global attention and investment in this research area.
June 2024
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160 Reads
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23 Citations
April 2024
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392 Reads
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5 Citations
Eye (London, England)
OBJECTIVES: To estimate global and regional trends from 2000 to 2020 of the number of persons visually impaired by glaucoma and their proportion of the total number of vision-impaired individuals. METHODS: A systematic review and meta-analysis of published population studies and grey literature from 2000 to 2020 was carried out to estimate global and regional trends in number of people with vision loss due to glaucoma. Moderate or severe vision loss (MSVI) was defined as visual acuity of 6/60 or better but <6/18 (moderate) and visual acuity of 3/60 or better but <6/60 (severe vision loss). Blindness was defined as presenting visual acuity <3/60. RESULTS: Globally, in 2020, 3.61 million people were blind and nearly 4.14 million were visually impaired by glaucoma. Glaucoma accounted for 8.39% (95% uncertainty intervals [UIs]: 6.54, 10.29) of all blindness and 1.41% (95% UI: 1.10, 1.75) of all MSVI. Regionally, the highest proportion of blindness relating to glaucoma was found in high-income countries (26.12% [95% UI: 20.72, 32.09]), while the region with the highest age-standardized prevalence of glaucoma-related blindness and MSVI was Sub-Saharan Africa. Between 2000 and 2020, global age-standardized prevalence of glaucoma-related blindness among adults ≥50 years decreased by 26.06% among males (95% UI: 25.87, 26.24), and by 21.75% among females (95% UI: 21.54, 21.96), while MSVI due to glaucoma increased by 3.7% among males (95% UI: 3.42, 3.98), and by 7.3% in females (95% UI: 7.01, 7.59). CONCLUSIONS: Within the last two decades, glaucoma has remained a major cause of blindness globally and regionally.
March 2024
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1,096 Reads
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19 Citations
Eye (London, England)
Background: To estimate global and regional trends from 2000 to 2020 of the number of persons visually impaired by cataract and their proportion of the total number of vision-impaired individuals. Methods: A systematic review and meta-analysis of published population studies and gray literature from 2000 to 2020 was carried out to estimate global and regional trends. We developed prevalence estimates based on modeled distance visual impairment and blindness due to cataract, producing location-, year-, age-, and sex-specific estimates of moderate to severe vision impairment (MSVI presenting visual acuity <6/18, ≥3/60) and blindness (presenting visual acuity <3/60). Estimates are age-standardized using the GBD standard population. Results: In 2020, among overall (all ages) 43.3 million blind and 295 million with MSVI, 17.0 million (39.6%) people were blind and 83.5 million (28.3%) had MSVI due to cataract blind 60% female, MSVI 59% female. From 1990 to 2020, the count of persons blind (MSVI) due to cataract increased by 29.7%(93.1%) whereas the age-standardized global prevalence of cataract-related blindness improved by -27.5% and MSVI increased by 7.2%. The contribution of cataract to the age-standardized prevalence of blindness exceeded the global figure only in South Asia (62.9%) and Southeast Asia and Oceania (47.9%). Conclusions: The number of people blind and with MSVI due to cataract has risen over the past 30 years, despite a decrease in the age-standardized prevalence of cataract. This indicates that cataract treatment programs have been beneficial, but population growth and aging have outpaced their impact. Growing numbers of cataract blind indicate that more, better-directed, resources are needed to increase global capacity for cataract surgery.
... The disease progresses with elevated vascular permeability, ocular hemorrhages, moderate or severe Non Proliferative Diabetic Retinopathy (NDPR) characterized by liquid discharge due to peripheral vascular closure, Proliferative Diabetic Retinopathy (PDR) abnormal neovascularization (NV) from the preexisting choroid beneath the retina and posterior vitreous surface (11). DR is predicated as a salient reason for vision impairment among working population (12)(13).Meta analysis of population based studies estimated that the global thrust of this abrasive vision among population is attributable to DR (14) reporting 2.6 million consequences in 2015 which is projected to rise up to 3.2 million cases in 2020 (15). Although epidemiological studies suggest that improved therapies have been introduced in developed countries which have counterbalanced the increasing trend of the disease and reduced the incidence of vision threats (16)(17)(18)(19). ...
June 2024
Eye (London, England)
... No global data are available for effective refractive error coverage in children, and there is a pressing need for data collection and reporting in this group [43]. The few individual studies with school-aged children in China and India have shown effective refractive error coverages (eRECs) of 36% and 29%, respectively, which is lower than the 52% observed in the current study [44,45]. ...
June 2024
... Glaucoma is a vision-threatening disease in humans and companion animals worldwide. 1,2 Glaucoma is most commonly associated with impaired aqueous humor outflow and increased intraocular pressure (IOP). [3][4][5][6] In domestic cats, secondary glaucoma is the predominant spontaneous form wherein inflammatory or neoplastic disease impairs conventional (corneoscleral) aqueous outflow via the trabecular meshwork (TM). ...
April 2024
Eye (London, England)
... Cataract remains the leading cause of blindness worldwide, with surgical intervention being the 1,2 definitive treatment to restore vision. Phacoemulsification, a modern cataract extraction technique, is [3][4][5] widely adopted due to its efficacy and safety profile. ...
March 2024
Eye (London, England)
... 20 Both conditions can affect the sexual performance of women of reproductive age. [20][21][22][23][24] Obese or overweight pregnant women face a higher risk of depression and anxiety, leading to lower quality of life and an increased likelihood of experiencing sexual dysfunction symptoms. 22 Limited research exists on the relationship between sexual dysfunction, GDM, and overweight. ...
July 2023
... The eREC was an important indicator for refractive error services. There is insufficient data on children and adolescents with eREC [48]. Our data showed that the prevalence of eREC and REC among Chinese adolescents aged 12 to 19 years were 71.7% and 85.1%, respectively. ...
October 2022
The Lancet Global Health
... Contribuciones Redes Neuronales [18] y [19] Avances en la detección de comportamientos riesgosos. Incremento en la precisión de la identificación de objetos y obstáculos. ...
Reference:
Rios LACCEI EBM
January 2022
Advances in Artificial Intelligence and Machine Learning
... An alternative method is to explore sensitivity of the posterior distributions with respect to misspecification of prior distributions. However, local and global sensitivity analyses were common methods from the 1980s to 1990s (see [68,69]), but these methods have recently been further developed and applied in a wide range of applications [70][71][72]. ...
September 2021
Communication in Statistics- Theory and Methods
... Bayesian networks have been increasingly used to analyze the predictions of clinical risks and risk stratification in medicine (Sedighi et al., 2021). However, as mental health syndromes present with related symptoms that influence each other, the network approach seems useful for understanding these syndromes (Turner et al., 2023). ...
July 2021
... (good), and > 0.9 (excellent) (POLO & MIOT, 2020). Finally, it is worth noting that many authors in the literature(KIVRAK et al., 2021;SILVA & NETO, 2022;FERNANDES et al., 2021;VEPA et al., 2021;BÁRCENAS et al., 2022;SUN et al., 2021;BENNETT et al., 2021;ARAÚJO et al., 2022) have used accuracy, sensitivity, specificity, precision, F1-score, and AUC-ROC metrics to evaluate their predictive models for mortality from severe acute respiratory syndrome (SARS). In this context, as noted byBennett et al. (2021) andMoulaei et al. (2022), AUC-ROC was considered the primary metric, while sensitivity, specificity, accuracy, precision, and F1-score were used as secondary metrics to assess and define the best model.Analyzing the importance of attributes in predictive models is essential for understanding which factors have the greatest influence on outcomes. ...
June 2021