Automatic diagnosis for aggressive posterior retinopathy of prematurity via deep attentive convolutional neural network

作者：

Highlights：

• We combine two networks to automatically diagnose Aggressive Posterior Retinopathy of Prematurity.

• We divide a complex task into two tasks.

• We construct a hierarchical bilinear pooling network with channel attention.

• We use transfer learning between the two networks.

摘要

•We combine two networks to automatically diagnose Aggressive Posterior Retinopathy of Prematurity.•We divide a complex task into two tasks.•We construct a hierarchical bilinear pooling network with channel attention.•We use transfer learning between the two networks.

论文关键词：Automatic ROP diagnosis,Attentive CNN,Transfer learning,Aggressive posterior retinopathy of prematurity

论文评审过程：Received 4 December 2020, Revised 10 June 2021, Accepted 30 August 2021, Available online 3 September 2021, Version of Record 5 October 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115843