| 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 | 44 | 2020 |
| 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 | 24 | 2020 |
| 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 | 15 | 2021 |
| 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 | 14 | 2019 |
| 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 | 9 | 2019 |
| 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 | 8 | 2021 |
| 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 | 6 | 2018 |
| 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 | 3 | 2019 |
| 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 | 1 | 2021 |
| 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 | 1 | 2021 |
| 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 | 1 | 2021 |
| 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 | 1 | 2019 |
| 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 |
Clara I. SánchezFull Professor, Informatics Institute, University of AmsterdamVerified email at uva.nl
