Learning Two-Stream CNN for Multi-Modal Age-related Macular Degeneration Categorization

1 code implementation • 3 Dec 2020 • Weisen Wang, Xirong Li, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Dayong Ding, Youxin Chen

Our MM-CNN is instantiated by a two-stream CNN, with spatially-invariant fusion to combine information from the CFP and OCT streams.

Data Augmentation Image-to-Image Translation

Two-Stream CNN with Loose Pair Training for Multi-modal AMD Categorization

1 code implementation • 28 Jul 2019 • Weisen Wang, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Jingyuan Yang, Feng He, Zhikun Yang, Di Chen, Dayong Ding, Youxin Chen, Xirong Li

The CNN's fusion layer is tailored to the need of fusing information from the fundus and OCT streams.