Automatic identification of myopic maculopathy related imaging features in optic disc region via machine learning methods

Automatic identification of myopic maculopathy related imaging features in optic disc region via machine learning methods

Abstract Background Myopic maculopathy (MM) is the most serious and irreversible complication of pathologic myopia, which is a major cause of visual impairment and blindness. Clinic proposed limited number of factors related to MM. To explore additional features strongly related with MM from optic d...

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Bibliographic Details
Main Authors: Yuchen Du, Qiuying Chen, Ying Fan, Jianfeng Zhu, Jiangnan He, Haidong Zou, Dazhen Sun, Bowen Xin, David Feng, Michael Fulham, Xiuiyng Wang, Lisheng Wang, Xun Xu
Format: Article
Language:English
Published: BMC 2021-04-01
Series:Journal of Translational Medicine
Subjects:
Pathologic myopia
Myopic maculopathy
Feature mining
Machine learning
Radiomics
Online Access:https://doi.org/10.1186/s12967-021-02818-1

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