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A Deep Learning Model for Segmentation of Geographic Atrophy to Study Its Long-Term Natural History.
Ophthalmology. 2020 Aug;127(8):1086-1096. doi: 10.1016/j.ophtha.2020.02.009. Epub 2020 Feb 15.
Ophthalmology. 2020.
PMID: 32197912
Free article.
Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age-related macular degeneration.
González-Gonzalo C, Sánchez-Gutiérrez V, Hernández-Martínez P, Contreras I, Lechanteur YT, Domanian A, van Ginneken B, Sánchez CI.
González-Gonzalo C, et al.
Acta Ophthalmol. 2020 Jun;98(4):368-377. doi: 10.1111/aos.14306. Epub 2019 Nov 26.
Acta Ophthalmol. 2020.
PMID: 31773912
Free PMC article.
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Adversarial attack vulnerability of medical image analysis systems: Unexplored factors.
Bortsova G, González-Gonzalo C, Wetstein SC, Dubost F, Katramados I, Hogeweg L, Liefers B, van Ginneken B, Pluim JPW, Veta M, Sánchez CI, de Bruijne M.
Bortsova G, et al. Among authors: gonzalez gonzalo c.
Med Image Anal. 2021 Oct;73:102141. doi: 10.1016/j.media.2021.102141. Epub 2021 Jun 18.
Med Image Anal. 2021.
PMID: 34246850
Free article.
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Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images.
Gonzalez-Gonzalo C, Liefers B, van Ginneken B, Sanchez CI.
Gonzalez-Gonzalo C, et al.
IEEE Trans Med Imaging. 2020 Nov;39(11):3499-3511. doi: 10.1109/TMI.2020.2994463. Epub 2020 Oct 28.
IEEE Trans Med Imaging. 2020.
PMID: 32746093
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Trustworthy AI: Closing the gap between development and integration of AI systems in ophthalmic practice.
González-Gonzalo C, Thee EF, Klaver CCW, Lee AY, Schlingemann RO, Tufail A, Verbraak F, Sánchez CI.
González-Gonzalo C, et al.
Prog Retin Eye Res. 2022 Sep;90:101034. doi: 10.1016/j.preteyeres.2021.101034. Epub 2021 Dec 10.
Prog Retin Eye Res. 2022.
PMID: 34902546
Free article.
Review.
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A Deep Learning Framework for the Detection and Quantification of Reticular Pseudodrusen and Drusen on Optical Coherence Tomography.
Schwartz R, Khalid H, Liakopoulos S, Ouyang Y, de Vente C, González-Gonzalo C, Lee AY, Guymer R, Chew EY, Egan C, Wu Z, Kumar H, Farrington J, Müller PL, Sánchez CI, Tufail A.
Schwartz R, et al. Among authors: gonzalez gonzalo c.
Transl Vis Sci Technol. 2022 Dec 1;11(12):3. doi: 10.1167/tvst.11.12.3.
Transl Vis Sci Technol. 2022.
PMID: 36458946
Free PMC article.
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