Artificial intelligence in ophthalmopathy and ultra-wide field image: A survey

作者：

Highlights：

• Machine learning or deep learning application on eye diseases are widely reported.

• First review of ophthalmopathy on artificial intelligent ultra-widefield images.

• The related ophthalmologic image datasets and image systems are surveyed.

• Summary of challenges and limitations with artificial intelligence in ophthalmopathy.

摘要

•Machine learning or deep learning application on eye diseases are widely reported.•First review of ophthalmopathy on artificial intelligent ultra-widefield images.•The related ophthalmologic image datasets and image systems are surveyed.•Summary of challenges and limitations with artificial intelligence in ophthalmopathy.

论文关键词：Ophthalmopathy,Ultra-wide field (UWF) imaging,Deep learning,Machine learning

论文评审过程：Received 21 December 2020, Revised 16 March 2021, Accepted 16 April 2021, Available online 20 April 2021, Version of Record 23 May 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115068