Hervella, Álvaro S.Rouco, JoséNovo Buján, JorgeOrtega Hortas, Marcos2019-09-102019-09-102019-08-07HERVELLA, Álvaro, et al. Paired and Unpaired Deep Generative Models on Multimodal Retinal Image Reconstruction. En Multidisciplinary Digital Publishing Institute Proceedings. 2019. p. 45.2504-3900http://hdl.handle.net/2183/23906[Abstract] This work explores the use of paired and unpaired data for training deep neural networks in the multimodal reconstruction of retinal images. Particularly, we focus on the reconstruction of fluorescein angiography from retinography, which are two complementary representations of the eye fundus. The performed experiments allow to compare the paired and unpaired alternatives.engDeep learningGenerative adversarial networkEye fundusMultimodalconference outputopen access10.3390/proceedings2019021045