Artificial intelligence applied to ophthalmology and optometry: A citation network analysis

Purpose: The objective of this study is to analyse co-authorship and co-citation networks of publications in the field of artificial intelligence in ophthalmology and optometry. As well as, identify the different areas of research and the most cited publication. Method: A search of publications was performed in the Web of Science database for the period from 1977 to December 2021, using the term “Artificial Intelligence AND (Ophthalmol* OR optometry)”. The analysis of the publication was carried out using the Citation Network Explorer, VOSviewer and CiteSpace software. Results: 1086 publications and 2348 citation networks were found. 2020 was the year with the highest number of publications, a total of 351 publications and 115 citation networks. The most cited publication was “Clinically applicable deep learning for diagnosis and referral in retinal disease” published by De Fauw et al. in 2018, with a citation index of 723. Through the clustering function, three groups were found that cover the main research areas in this field: retinal pathology, anterior segment and glaucoma. Conclusions: The citation network analysis offers an in-depth analysis of scientific publications and the adoption of new topics and fields of research. The results of an exhaustive analysis of citation networks in artificial intelligence in the field of ophthalmology and optometry are presented since the publication of the first article in 1977.Depto. de Optometría y VisiónFac. de Óptica y OptometríaTRUEpu

Influence of Cytokines on Inflammatory Eye Diseases: A Citation Network Study.

Background: The main objective of this study was to use citation networks to analyze the relationship between different publications on the impact of cytokines at an ocular level and their authors. Furthermore, the different research areas will be identified, and the most cited publications determined. Methods: A search was performed in the Web of Science (WoS) database using the following keywords: “cytokine”, “inflammatory”, and “eye disease” for the period from 1990 to October 2021. The Citation Network Explorer and the CiteSpace software were then used to analyze the different publications. Results: 3127 publications with 8955 citations generated on the web were found. The largest number of publications on this topic emerged in 2018 and the authors with the largest number of publications addressing this area of research were Peizeng Yang (1.4%), Aize Kijlstra (1.3%), and Stephen C. Pflugfelder (1.2%). Conclusions: the citation network has provided a comprehensive and objective analysis of the main studies on the influence of cytokines in ocular inflammatory diseases.post-print4708 K

Social Media Impact of Myopia Research

Myopia has become a public health issue worldwide. The fast increase in myopia prevalence in the last years has been accompanied by an increase in information through social and conventional media. This has led to the fight not only against a pandemic but also against the infodemic. The excess of information has made it increasingly difficult for health professionals to identify high-quality articles. Alternative Metrics are useful tools to identify publications that provoke attention to society. This research aims to study the impact that research on myopia has had on social media. Methods: Almetric Explorer was used to make a search using “myopia” as a keyword. The 100 outputs with the highest attention were analyzed and correlated with the number of cites on Web of Science using Spearman’s correlation coefficient. Results: The top 100 Altmetric Attention Score were published in 47 journals and had a mean value of Altmetric Attention Score of 437.61 ± 718.33. The outputs were mostly discussed on Twitter, with a mean of 296.36 ± 1585.58 tweets and retweets, and a mean of 185.18 ± 211.57 readers in Mendeley. There was a low correlation between Altmetric Attention Score and Web of Science Cites for the top-100 outputs. Conclusions: although myopia is a research topic with a high interest in society, most cited articles are not those with the most impact on social media. Myopia researchers should make more effort in promoting their goals, and social media is a useful tool to share them.Depto. de Optometría y VisiónFac. de Óptica y OptometríaTRUEpu

Influence of eye movements on academic performance: A bibliometric and citation network analysis

Background: For many years it has been studied how eye movements influence reading and learning ability. The objective of this study is to determine the relationships between the different publications and authors. As well as to identify the different areas of research ocular movement.; Methods: Web of Science was the database for the search of publications for the period 1900 to May 2021, using the terms: “Eye movement" AND “Academic achiev*”. The analysis of the publication was performed using the CitNetExplorer, VOSviewer and CiteSpace software.; Results: 4391 publications and 11033 citation networks were found. The year with the most publications is 2018, a total of 318 publications and 10 citation networks. The most cited publication was "Saccade target selection and object recognition: evidence for a common attentional mechanism." published by Deubel et al. in 1999, with a citation index of 214. Using the Clustering function, nine groups were found that cover the main research areas in this field: neurological, age, perceptual attention, visual disturbances, sports, driving, sleep, vision therapy and academic performance.; Conclusion: Even being a multidisciplinary field of study, the topic with the most publications to date is the visual search procedure at the neurological level

The Prevalence of Myopia in Children in Spain: An Updated Study in 2020

In recent years, there was a significant increase in myopia incidence worldwide. However, it is still not clear how it affects Spanish children. Since 2016, this research team analyzed myopia prevalence and risk in 9668 children aged between 5 and 7 years. It was shown that the prevalence rates increased from 16.8% in 2016 to 20.4% in 2019. The objective of this study is to update the prevalence rate of myopia in Spain in 2020 and analyze the risk and prevention factors of myopia. Methods: The participants underwent an optometric examination, and a questionnaire on their lifestyle, family history, and geographical origin was carried out. Finally, data were analyzed using the SPSS version 27 program. Results: 1601 children from various Autonomous Communities of Spain were examined. In 2020 the myopia rates did not increase compared to 2019 (p 0.05). There was a link between the time spent in near vision and family history with the prevalence of myopia (p < 0.05). Conclusions: The prevalence of myopia in Spain in children between 5 and 7 years old increased significantly between 2016 and 2020.Depto. de Optometría y VisiónFac. de Óptica y OptometríaTRUEFundación Alain Afflelou (España)pu

Strategies and attitudes on the management of myopia in clinical practice in Spain - 2022 update

Objective: This study analyses strategies and attitudes on myopia management reported by eye care practitioners (ECP) from Spain in 2022. Methods: A questionnaire was distributed to ECPs worldwide via the internet through professional associations. The questionnaire was distributed by email to all registered Spanish optician-optometrists. Questions examined awareness of increasing myopia prevalence; perceived efficacy; uptake of available approaches; and reasons preventing further uptake of specific approaches. Results: Of 3,107 practitioners who participated in the study, 380 were Spanish ECPs. Using a 10-point scale, Spanish practitioners reported less concern about increasing pediatric myopia (8.3 ± 1.6) compared to ECP's worldwide (8.5 ± 1.9) (p 0.05); however, around half of all prescribed treatments were single-vision distance spectacles/contact lenses both in Spain and in most regions, with Spanish practitioners prescribing less single-vision spectacles than African and Asian (p 0.05), with the former being perceived as the most effective myopia control method followed by orthokeratology. No significant differences were found between Spain and the world's average in factors preventing the prescription of myopia control approaches (p > 0.05). Spanish practitioners reported that embracing myopia management has a positive, but lower impact on customer loyalty, practice revenue and job satisfaction compared with the other regions (all p < 0.001). Conclusions: Myopia control is increasing, although around half of practitioners still prescribe single-vision distance spectacles/contact lenses to young/progressive myopes. Combined therapy followed by orthokeratology were perceived as the most effective treatments. Embracing myopia management improved patient loyalty and job satisfaction

Clinical Evaluation of MyoCare in Europe (CEME): study protocol for a prospective, multicenter, randomized, double-blinded, and controlled clinical trial

BACKGROUND: Myopia prevalence has been increasing in the last decades, and its pathological consequences, including myopic maculopathy and high myopia-associated optic neuropathy, are now one of the most common causes of visual impairment. It is estimated that by 2050, more than 50% of Europeans and Americans will be myopes, which is alarming due to the high morbidity of myopes over - 6.00D. Once myopia has appeared, there are different options with scientific evidence to try to slow the axial length growth. Ophthalmic lenses are the less invasive treatment to control myopia, and there is evidence about the efficacy of different designs, mainly in the Asiatic population. However, new designs have been launched, and it is not known if efficacy is the same between Asiatic and European subjects. Thus, we have set up a randomized, controlled, double-blind, and multicenter trial to investigate the efficacy of a new design of ophthalmic lenses for myopia control in European children. METHODS: A 2-year prospective, multicenter, randomized controlled, and double-blind clinical trial is used to investigate the efficacy of a new design of ophthalmic lenses to slow the progression of myopia. Three hundred children aged from 6 to 13 years old will be recruited and randomly assigned to a study or control group. The study group will be composed of 150 children wearing MyoCare while the control group will be composed of 150 children wearing Clearview. The inclusion criteria will be myopia with a spherical equivalent between - 0.75D and - 5.00D, astigmatism < 1.50D, and anisometropia < 1.00D and having a historical evolution of at least - 0.50 The primary outcome is to compare the mean annual progression of the spherical equivalent between both groups. The secondary outcomes are axial length, choroidal thickness, phorias, and accommodative status of both groups. DISCUSSION: This study will be the first randomized and controlled clinical trial in European children with spectacle lenses based on simultaneous competing defocus. The results will shed light on the clinical evidence of spectacle lenses relying on this new design for the management of myopia with results of efficacy in the non-Asiatic population

Strategies and attitudes on the management of myopia in clinical practice in Spain

Objective In 2019, an international survey was conducted to evaluate strategies and attitudes in the management of myopia in clinical practice worldwide. This study reports on the results found in Spain and how these results compare with those from other regions of the world. Methods A self-administrated, internet-based questionnaire was distributed to eye care professionals around the world through professional associations. The questions examined were based on the available strategies and their use. Results A total of 173 Spanish optometrists, of the 1,336 practitioners from the five different continents who participated in the study, responded to the online survey. Spain, Asia and South America were found among the regions with the highest concern regarding the increased incidence of myopia (p ≤ 0.001). However, in these regions, the prescription of single-vision spectacles and single-vision contact lenses continues to be the main methods of visual correction prescribed to young myopic patients (p ≤ 0.001). Spanish practitioners, like those from other regions, considered orthokeratology to be the most effective treatment to control myopia progression (p ≤ 0.001). The major reasons why Spanish practitioners were not prescribing myopia control strategies were increased cost, inadequate information and unpredictable outcomes (p < 0.05). Conclusions The uptake of myopia control methods by Spanish practitioners is relatively low, despite the increase in the prevalence of paediatric myopia as well as increased concern and perceived clinical activity in the area in recent years

Opportunities and threats to contact lens practice in Spain

OBJECTIVE: An international survey evaluated the opportunities and threats related to contact lens practice reported by eye care professionals worldwide. This study reports on the results specifically found in Spain and how these compare with those from other regions of the world. METHODS: A questionnaire was distributed to eye care practitioners around the world through professional associations. The questionnaire consisted of 9, 5 and 12 questions about opportunities, interventions, and potential threats related to contact lens practice, respectively. RESULTS: A total of 2,408 responses were obtained from practitioners worldwide, of which 436 responses were obtained from Spanish practitioners. Spain was found among the regions with the highest perception of opportunities (median: 6.5/10) along with Australasia, North America, Europe, and South America. Spanish (median: 7.3/10), along with South American practitioners, also reported the highest perception of threats. Continuously updating of knowledge/skills, recommending contact lens wearing options to potential patients, creating an efficient recall system for follow-up examinations and being competent in managing contact lens-related complications were reported as important interventions for contact lens practice growth by Spanish eye care practitioners. CONCLUSIONS: Spain is one of the regions in the world with the highest perception of both opportunities and threats regarding future contact lens practice. As such, Spanish practitioners consider it important to continuously update knowledge/skills and to recommend and educate patients on the benefits of contact lens wear. Online sales were found to be one of the most important concerns reported by both Spanish and eye care practitioners worldwide

Goblet cell and dry eye: a citation network analysis

Introducción: Las células caliciformes secretan mucinas, citocinas y antígenos específicos para la respuesta immunitaria de la superficie ocular. Las alteraciones en la densidad de células caliciformes y de su secreción provocan inestabilidad de la película lagrimal y, por ello, ojo seco. Objetivo: Se estudiaron las conexiones entre las publicaciones, las citaciones y las revistas sobre célula caliciforme y ojo seco, con el objetivo de analizar el tamaño de sus grupos y núcleo, y cuantificar el volumen de literatura existente para dirigir futuras investigaciones sobre el tema. Método: La búsqueda de “goblet cell and dry eye” se realizó en Web of Science y luego se analizó con CitNetExplorer® para obtener las publicaciones más citadas e identificar los grupos y núcleo de publicaciones. Resultados: 555 publicaciones y 3066 citaciones fueron generadas por WoS. Los años 2016 y 2017 son los que tienen mayor número de publicaciones. La más citada fue The definition and classification of dry eye disease: report of the definition and classification subcommittee of the International Dry Eye Worshop, de Lemp et al., publicada en 2007. Empleando la función Cluster resultaron tres grupos con diferentes áreas de investigación en este campo: ojo seco, mucinas y tratamientos. Conclusiones: El estudio de la célula caliciforme y del ojo seco es relevante para los investigadores, mostrándose además conexiones entre ellos. Aumentar el conocimiento de la célula caliciforme producirá mejoras en los tratamientos del ojo seco.Background: Goblet cells (GC) secrete mucins, cytokines, and specific antigens for the immune response of the ocular surface. Alteration in goblet cell density and its secretion leads to an unstable tear film and, eventually, dry eye. This study analyzed the connections between the most cited publications and their citations and journals on GC and dry eye to analyze data like the size of their clusters and core, and quantify the volume of literature available to guide future research. Methods: "Goblet cell and dry eye" terms were searched through Web of Science and analyzed with CitNetExplorer® to obtain top-cited publications and identify clusters and core publications. Results: Five hundred and fifty-five publications with 3066 citations generated on the web have been found. We should mention that 2016 and 2017 were the years with the highest number of publications. The most quoted ones were "the definition and classification of dry eye disease like a report on the definition and classification subcommittee of the International Dry Eye Worshop" by Lemp et al., 2007. Three groups on different research areas on this same field were found using the clustering function: Dry eye, mucins, and treatment. Conclusion: Goblet cell and dry eye are relevant topics for researchers with connections between the two. Further knowledge on goblet cell will improve dry eye treatments. © 2022 Authors. All rights reserved.Depto. de Optometría y VisiónFac. de Óptica y OptometríaTRUEpu