Application and prospect of artificial intelligence in the analysis of fundus images of pathological myopia

Q4 Medicine

中华眼底病杂志 Pub Date : 2019-09-25 DOI:10.3760/CMA.J.ISSN.1005-1015.2019.05.001

Xun Xu

引用次数: 0

Abstract

Pathological myopia is one of the most challenging clinical diseases in the field of ophthalmology. The accurate definition, standard classification, disease evolution mechanism and disease prevention and treatment strategies are still under investigation. The development and application of artificial intelligence provides a powerful tool for the analysis of pathological myopia related data. More and more accurate data information is obtained in the clinical work and clinical research of pathological myopia through the standardized collection and acquisition of the fundus image data, the automatic segmentation and quantitative analysis of the fundus physiological structure, the automatic detection and analysis of the pathological myopia classic lesions and the clinical diagnosis and treatment decision aid, which helps ophthalmologists to understand the pathogenesis and evolution of pathological myopia. Key words: Myopia, degenerative; Artificial intelligence; Editorial

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人工智能在病理性近视眼底图像分析中的应用与展望

病理性近视是眼科领域最具挑战性的临床疾病之一。准确的定义、标准的分类、疾病的演变机制和疾病的防治策略仍在研究中。人工智能的发展和应用为分析病理性近视的相关数据提供了有力的工具。通过眼底图像数据的标准化采集与获取、眼底生理结构的自动分割与定量分析、病理性近视经典病灶的自动检测与分析以及临床诊疗决策辅助，在病理性近视的临床工作和临床研究中获得越来越准确的数据信息。这有助于眼科医生了解病理性近视的发病机制和演变过程。关键词:近视;退行性;人工智能;编辑

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来源期刊

中华眼底病杂志 Medicine-Ophthalmology

CiteScore

0.40

自引率

0.00%

发文量

5383

期刊介绍： Chinese Journal of Ocular Fundus Diseases is the only scientific journal in my country that focuses on reporting fundus diseases. Its purpose is to combine clinical and basic research, and to give equal importance to improvement and popularization. It comprehensively reflects the leading clinical and basic research results of fundus disease disciplines in my country; cultivates professional talents in fundus disease, promotes the development of fundus disease disciplines in my country; and promotes academic exchanges on fundus disease at home and abroad. The coverage includes clinical and basic research results of posterior segment diseases such as retina, uveal tract, vitreous body, visual pathway, and internal eye diseases related to systemic diseases. The readers are medical workers and researchers related to clinical and basic research of fundus diseases. According to the journal retrieval report of the Chinese Institute of Scientific and Technological Information, the comprehensive ranking impact factor and total citation frequency of the Chinese Journal of Ocular Fundus Diseases have been among the best in the disciplines of ophthalmology, otolaryngology, and ophthalmology in my country for many years. The papers published have been included in many important databases at home and abroad, such as Scopus, Peking University Core, and China Science Citation Database (CSCD).