Cristina González-Gonzalo
Cristina González-Gonzalo
Radboud University Medical Center
Verified email at radboudumc.nl - Homepage
Title
Cited by
Cited by
Year
Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age‐related macular degeneration
C González‐Gonzalo, V Sánchez‐Gutiérrez, P Hernández‐Martínez, ...
Acta Ophthalmologica 98 (4), 368-377, 2020
102020
A deep learning model for segmentation of geographic atrophy to study its long-term natural history
B Liefers, JM Colijn, C González-Gonzalo, T Verzijden, JJ Wang, ...
Ophthalmology, 2020
32020
Dense segmentation in selected dimensions: application to retinal optical coherence tomography
B Liefers, C González-Gonzalo, C Klaver, B van Ginneken, CI Sánchez
International Conference on Medical Imaging with Deep Learning, 337-346, 2019
32019
Improving weakly-supervised lesion localization with iterative saliency map refinement
C González-Gonzalo, B Liefers, B van Ginneken, CI Sánchez
International Conference on Medical Imaging with Deep Learning, 2018
32018
EyeNED workstation: development of a multi-modal vendor-independent application for annotation, spatial alignment and analysis of retinal images
H van Zeeland, J Meakin, B Liefers, C González-Gonzalo, ...
Investigative Ophthalmology & Visual Science 60 (9), 6118-6118, 2019
22019
Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors
SC Wetstein, C González-Gonzalo, G Bortsova, B Liefers, F Dubost, ...
arXiv preprint arXiv:2006.06356, 2020
2020
Iterative augmentation of visual evidence for weakly-supervised lesion localization in deep interpretability frameworks: application to color fundus images
C González-Gonzalo, B Liefers, B van Ginneken, CI Sánchez
IEEE Transactions on Medical Imaging, 2020
2020
Automatic Segmentation of Drusen and Exudates on Color Fundus Images using Generative Adversarial Networks
J Engelberts, C González-Gonzalo, CI Sanchez, MJ van Grinsven
Investigative Ophthalmology & Visual Science 60 (9), 1493-1493, 2019
2019
Prediction of areas at risk of developing geographic atrophy in color fundus images using deep learning
B Liefers, JM Colijn, C González-Gonzalo, A Vaidyanathan, ...
Investigative Ophthalmology & Visual Science 60 (9), 1455-1455, 2019
2019
Opening the “black box” of deep learning in automated screening of eye diseases
C González-Gonzalo, B Liefers, A Vaidyanathan, H van Zeeland, ...
Investigative Ophthalmology & Visual Science 60 (9), 1443-1443, 2019
2019
A comparative study of algorithms for automatic segmentation of dermoscopic images
C González Gonzalo
2016
Adversarial Attack Vulnerability of Medical Image Analysis Systems
SC Wetstein, C González-Gonzalo, G Bortsova, B Liefers, F Dubost, ...
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