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Employment (2)

University of Amsterdam: Amsterdam, Noord-Holland, NL

PhD candidate (qurAI Group, Informatics Institute)
Employment
Source: Self-asserted source
Cristina Gonzalez-Gonzalo

Radboud University Nijmegen Medical Centre: Nijmegen, Gelderland, NL

PhD candidate (Diagnostic Image Analysis Group)
Employment
Source: Self-asserted source
Cristina Gonzalez-Gonzalo

Works (6)

Trustworthy AI: Closing the gap between development and integration of AI systems in ophthalmic practice

Progress in Retinal and Eye Research
2022-09 | Journal article
DOI: 10.1016/j.preteyeres.2021.101034
Contributors: Cristina González-Gonzalo; Eric F. Thee; Caroline C.W. Klaver; Aaron Y. Lee; Reinier O. Schlingemann; Adnan Tufail; Frank Verbraak; Clara I. Sánchez
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Crossref

Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors

Medical Image Analysis
2021-06 | Journal article
DOI: 10.1016/j.media.2021.102141
Part of ISSN: 1361-8415
Source: Self-asserted source
Cristina Gonzalez-Gonzalo

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

American Journal of Ophthalmology
2021-06 | Journal article
DOI: 10.1016/j.ajo.2020.12.034
Contributors: Bart Liefers; Paul Taylor; Abdulrahman Alsaedi; Clare Bailey; Konstantinos Balaskas; Narendra Dhingra; Catherine A. Egan; Filipa Gomes Rodrigues; Cristina González Gonzalo; Tjebo F.C. Heeren et al.
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Crossref

Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images

IEEE Transactions on Medical Imaging
2020-11 | Journal article
DOI: 10.1109/TMI.2020.2994463
Contributors: Cristina Gonzalez-Gonzalo; Bart Liefers; Bram van Ginneken; Clara I. Sanchez
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Crossref

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

Acta Ophthalmologica
2020-06 | Journal article
DOI: 10.1111/aos.14306
Contributors: Cristina González‐Gonzalo; Verónica Sánchez‐Gutiérrez; Paula Hernández‐Martínez; Inés Contreras; Yara T. Lechanteur; Artin Domanian; Bram van Ginneken; Clara I. Sánchez
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Crossref

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

Ophthalmology
2020-02-15 | Journal article
DOI: 10.1016/j.ophtha.2020.02.009
PMID: 32197912
Source: Self-asserted source
Cristina Gonzalez-Gonzalo
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