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Cristina González-Gonzalo
Cristina González-Gonzalo
University of Amsterdam / 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
442020
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 127 (8), 1086-1096, 2020
242020
Adversarial attack vulnerability of medical image analysis systems: Unexplored factors
G Bortsova, C González-Gonzalo, SC Wetstein, F Dubost, I Katramados, ...
Medical Image Analysis 73, 102141, 2021
152021
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 39 (11), 3499--3511, 2019
142019
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
92019
Quantification of key retinal features in early and late age-related macular degeneration using deep learning
B Liefers, P Taylor, A Alsaedi, C Bailey, K Balaskas, N Dhingra, CA Egan, ...
American Journal of Ophthalmology 226, 1-12, 2021
82021
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
62018
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
32019
Trustworthy AI: Closing the gap between development and integration of AI systems in ophthalmic practice
C González-Gonzalo, EF Thee, CCW Klaver, AY Lee, RO Schlingemann, ...
Progress in retinal and eye research, 101034, 2021
12021
Hierarchical curriculum learning for robust automated detection of low-prevalence retinal disease features: application to reticular pseudodrusen
C Gonzalez-Gonzalo, EF Thee, B Liefers, C de Vente, CCW Klaver, ...
Investigative Ophthalmology & Visual Science 62 (8), 86-86, 2021
12021
Making AI Transferable Across OCT Scanners from Different Vendors
C de Vente, C González-Gonzalo, EF Thee, M van Grinsven, CCW Klaver, ...
Investigative Ophthalmology & Visual Science 62 (8), 2118-2118, 2021
12021
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
12019
A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography
R Schwartz, H Khalid, S Liakopoulos, Y Ouyang, C de Vente, ...
arXiv preprint arXiv:2204.02406, 2022
2022
Adversarial attack vulnerability of medical image analysis systems
C González-Gonzalo, S C Wetstein, FD FPG, I Katramados, L Hogeweg, ...
Medical Image Analysis 73, 2021
2021
Deep learning for automated stratification of ophthalmic images: Application to age-related macular degeneration and color fundus images
C González-Gonzalo, EF Thee, B Liefers, CCW Klaver, CI Sánchez
European Society of Retina Specialists, 2021
2021
Are adversarial attacks an actual threat for deep learning systems in real-world eye disease screening settings?
C González-Gonzalo, SC Wetstein, G Bortsova, B Liefers, B van Ginneken, ...
European Society of Retina Specialists, 2020
2020
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
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Articles 1–19