Multimodal data fusion and research progress of its application in ophthal-mology

VernacularTitle:多模态数据融合技术及其在眼科领域的应用研究进展
Author: Minghai CHEN ¹ ; Fang BAI ; Hai TAO
Author Information

1. 100039 北京市,解放军总医院第三医学中心眼科医学部;230032 安徽省合肥市,安徽医科大学第五临床学院
Keywords: artificial intelligence; multimodal data fusion; ophthalmology; research progress; review
From: Recent Advances in Ophthalmology 2024;44(3):248-252
CountryChina
Language:Chinese
Abstract: Multimodal data fusion(MDF),a data processing technology in the field of artificial intelligence,refers to a comprehensive processing technology of multimodal data such as pictures,texts,audio and videos by computer.Compared with traditional single-mode data processing,MDF has higher accuracy and reliability in the analysis of described objects.In recent years,the application of MDF in ophthalmology has made great progress,and studies have shown that this tech-nology can improve the accuracy of artificial intelligence-assisted diagnosis.This paper review the principles and advanta-ges,brief history of development,architecture and technical difficulties of MDF,as well as its application in ophthalmologic clinics and problems to be solved.