Cristina González-Gonzalo

Adversarial attack vulnerability of medical image analysis systems: Unexplored factors

Gerda Bortsova, Cristina González-Gonzalo, Suzanne C. Wetstein et al. · Medical Image Analysis · 2021 · 117 citations · Full text

Computing, Computer Science, Radiology +9

Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age‐related macular degeneration

Cristina González-Gonzalo, V. Sánchez-Gutiérrez, Paula Hernández‐Martínez et al. · Acta Ophthalmologica · 2019 · 106 citations · Full text

Health Professions, Computer Science, Ophthalmology +17

A Deep Learning Model for Segmentation of Geographic Atrophy to Study Its Long-Term Natural History

Bart Liefers, Johanna M. Colijn, Cristina González-Gonzalo et al. · Ophthalmology · 2020 · 65 citations · Full text

Medicine, Computer Science, Ophthalmology +15

Quantification of Key Retinal Features in Early and Late Age-Related Macular Degeneration Using Deep Learning

Bart Liefers, Paul Taylor, Abdulrahman Alsaedi et al. · American Journal of Ophthalmology · 2021 · 62 citations · Full text

Computing, Computer Science, Ophthalmology +17

A Deep Learning Framework for the Detection and Quantification of Reticular Pseudodrusen and Drusen on Optical Coherence Tomography

Roy Schwartz, Hagar Khalid, Sandra Liakopoulos et al. · Translational Vision Science & Technology · 2022 · 43 citations · Full text

Health Professions, Biomedical Engineering, Ophthalmology +17