Ophthalmic trauma: the top 100 cited articles in Ophthalmology journals

The State of Artificial Intelligence in Skin Cancer Publications

BACKGROUND

Artificial intelligence (AI) in skin cancer is a promising research field to assist physicians and to provide support to patients remotely. Physicians' awareness to new developments in AI research is important to define the best practices and scope of integrating AI-enabled technologies within a clinical setting.

OBJECTIVES

To analyze the characteristics and trends of AI skin cancer publications from dermatology journals.

METHODS

AI skin cancer publications were retrieved in June 2022 from the Web of Science. Publications were screened by title, abstract, and keywords to assess eligibility. Publications were fully reviewed. Publications were divided between nonmelanoma skin cancer (NMSC), melanoma, and skin cancer studies. The primary measured outcome was the number of citations. The secondary measured outcomes were articles' general characteristics and features related to AI.

RESULTS

A total of 168 articles were included: 25 on NMSC, 77 on melanoma, and 66 on skin cancer. The most common types of skin cancers were melanoma (134, 79.8%), basal cell carcinoma (61, 36.3%), and squamous cell carcinoma (45, 26.9%). All articles were published between 2000 and 2022, with 49 (29.2%) of them being published in 2021. Original studies that developed or assessed an algorithm predominantly used supervised learning (66, 97.0%) and deep neural networks (42, 67.7%). The most used imaging modalities were standard dermoscopy (76, 45.2%) and clinical images (39, 23.2%).

CONCLUSIONS

Most publications focused on developing or assessing screening technologies with mainly deep neural network algorithms. This indicates the eminent need for dermatologists to label or annotate images used by novel AI systems.

Bibliometric Analysis of the Top 100 Cited Articles in Pediatric Ophthalmology

PURPOSE

To determine and analyze the 100 most cited articles in pediatric ophthalmology.

METHODS

A literature search was conducted using the ISI Web of Science database on the top 100 most cited articles in pediatric ophthalmology.

RESULTS

The 100 most cited articles were published between 1941 and 2018, with the greatest number published in both 2005 and 2012. A total of 29,731 citations were generated during the study period. There has been a significant increase in citations annually since 1941, with a peak number of citations in 2021 with 2,629 citations. Myopia, retinopathy of prematurity, and other forms of refractive error were the topics most studied and cited in these articles. Most of the articles were classified as either large cohort prospective/retrospective studies (34) or randomized clinical trials (19), with case reports/series being the least frequent (7). Investigative Ophthalmology & Visual Science (23), JAMA Ophthalmology (22), and Ophthalmology (22) published the majority of the articles. Institutions that conducted the majority of the studies presented include the National Eye Institute (10), the Ohio State University College of Optometry (9), and the Oregon Health & Science University (6).

CONCLUSIONS

This bibliometric analysis provides a unique historical perspective of the literature in the field of pediatric ophthalmology that has not been studied before. The research in the field of pediatric ophthalmology is advancing quickly, with most articles and citations occurring within the past 15 years. The strong focus on prospective cohort studies and clinical trials reveals the importance of advancing the treatment of critical disease within the field of pediatric ophthalmology. [J Pediatr Ophthalmol Strabismus. 2023;60(5):330-336.].

Ophthalmic Education: The Top 100 Cited Articles in Ophthalmology Journals

Purpose  To identify the top 100 (T100) cited articles on ophthalmic education and examine trends and areas of focus in ophthalmic education. Methods  A literature search was conducted for articles published between 2011 and 2021 related to ophthalmic education within ophthalmology journals using the ISI Web of Science Core Collection database. The search was performed in June 2022 and was conducted using the search phrase ([educat* OR teach* OR instruct* OR train* OR "medical student*" OR residen* OR fellow* OR undergrad* OR postgrad* OR "faculty" OR "attending"] AND *ophthalm*). Results were analyzed using VOSviewer v.1.6.18 and statistical analysis was performed using Microsoft Excel. Results  The majority of articles were published in the Journal of Cataract & Refractive Surgery (19%), followed by Ophthalmology (12%), and Eye (12%). Articles were most often published in the year 2013 (15%), followed by 2014 (12%) and 2012 (12%). Articles most commonly originated from English-speaking countries, including the United States (43%), England (14%), Canada (8%), and India (8%). Topics most often examined in ophthalmic education were resident education (51%), medical school education (21%), and surgical training (21%). The most common study types were cohort studies (22%), case series (21%), and prospective trials (16%). There were 16 institutions that produced more than one article in the T100 articles list. Conclusion  The T100 articles on ophthalmic education were primarily U.S. based and focused on resident education, surgical training, and medical school ophthalmic curriculum. Further research into ophthalmic education is warranted to establish evidence-based curricula guidelines.