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Our PUBLICATIONS
journal articles
10TOTAL RESOURCES
F. G. Venhuizen, B. van Ginneken, F. van Asten, M. J. van Grinsven, S. Fauser, C. B. Hoyng, T. Theelen and C. I. Sánchez, "Automated Staging of Age-Related Macular Degeneration Using Optical Coherence Tomography", Investigative Ophthalmology and Visual Science, 2017; 58 (4): 2318-2328.F. G. Venhuizen, B. van Ginneken, B. Liefers, Schreur, M. J. van Grinsven, S. Fauser, C. B. Hoyng, T. Theelen and C. I. Sánchez, "Robust Total Retina Thickness Segmentation in Optical Coherence Tomography Images using Convolutional Neural Networks", Biomedical Optics Express, 2017; 8 (7): 3292-3316.
M. J. J. P. van Grinsven, T. Theelen, L. Witkamp, J. van der Heijden, J. P. H. van de Ven, C. B. Hoyng, B. van Ginneken and C. I. Sánchez, "Automatic differentiation of color fundus images containing drusen or exudates using a contextual spatial pyramid approach", Biomedical Optics Express, 2016; 7 (3): 709-725.
M. J. J. P. van Grinsven, B. van Ginneken, C. B. Hoyng, T. Theelen and C. I. Sánchez., "Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images", IEEE Transactions on Medical Imaging, 2016; 35 (5): 1273-1284.
J. D. Hoffman, M. J. J. P. van Grinsven, C. Li, M. Brantley Jr, J. McGrath, A. Agarwal, W. K. Scott, S. G. Schwartz, J. Kovach, M. Pericak-Vance, C. I. Sánchez and J. L. Haines, "Genetic Association Analysis of Drusen Progression", Investigative Ophthalmology and Visual Science, 2016; 57 (4): 2225-2231.
M. Teussink, B. Cense, M. van Grinsven, B. Klevering, C. Hoyng and T. Theelen, "Impact of motion-associated noise on intrinsic optical signal imaging in humans with optical coherence tomography", Biomedical Optics Express, 2015; 6 (5): 1632-1647.
M. M. Teussink, M. B. Breukink, M. J. J. P. van Grinsven, C. B. Hoyng, B. J. Klevering, C. J. F. Boon, E. K. de Jong and T. Theelen, "OCT Angiography Compared to Fluorescein and Indocyanine Green Angiography in Chronic Central Serous Chorioretinopathy", Investigative Ophthalmology and Visual Science, 2015; 56 (9): 5229-5237.
M. J. J. P. van Grinsven, G. H. S. Buitendijk, C. Brussee, B. van Ginneken, C. B. Hoyng, T. Theelen, C. C. W. Klaver and C. I. Sánchez, "Automatic identification of reticular pseudodrusen using multimodal retinal image analysis", Investigative Ophthalmology and Visual Science, 2015; 56 (1): 633-639.
N. Saksens, E. Kersten, J. M. M. Groenewoud, M. J. J. P. van Grinsven, J. P. H. van de Ven, C. I. Sánchez, T. Schick, S. Fauser, A. den Hollander, C. Hoyng and C. J. F. Boon, "Clinical characteristics of familial and sporadic age-related macular degeneration: differences and similarities", Investigative Ophthalmology and Visual Science, 2014; 55: 7085-7092.
M. J. J. P. van Grinsven, Y. T. E. Lechanteur, J. P. H. van de Ven, B. van Ginneken, C. B. Hoyng, T. Theelen and C. I. Sánchez, "Automatic Drusen Quantification and Risk Assessment of Age-related Macular Degeneration on Color Fundus Images", Investigative Ophthalmology and Visual Science, 2013; 54 (4): 3019-3027.
inproceedings
3TOTAL RESOURCES
F. G. Venhuizen, B. van Ginneken, B. Bloemen, M. J. J. P. van Grinsven, R. Philipsen, C. Hoyng, T. Theelen and C. I. Sánchez, "Automated Age-Related Macular Degeneration Classification in OCT using Unsupervised Feature Learning", Medical Imaging, 2015; 9414.M. J. J. P. van Grinsven, Y. T. E. Lechanteur, J. P. H. van de Ven, B. van Ginneken, T. Theelen and C. I. Sánchez, "Automatic Age-related macular degeneration detection and staging", Medical Imaging, 2013; 8670: 86700M.
M. J. J. P. van Grinsven, A. Chakravarty, J. Sivaswamy, T. Theelen, B. van Ginneken and C. I. Sánchez, "A bag of words approach for discriminating between retinal images containing exudates or drusen", IEEE International Symposium on Biomedical Imaging, 2013: 1444-1447.
abstracts
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J. Engelberts, C. González-Gonzalo, C. I. Sánchez and M. J. van Grinsven, "Automatic Segmentation of Drusen and Exudates on Color Fundus Images using Generative Adversarial Networks", Association for Research in Vision and Ophthalmology, 2019.F. G. Venhuizen, M. J. J. P. van Grinsven, B. van Ginneken, C. B. Hoyng, T. Theelen and C. I. Sánchez, "Fully automated quantification of intraretinal cysts in 3D optical coherence tomography", Association for Research in Vision and Ophthalmology, 2016.
M. J. J. P. van Grinsven, F. G. Venhuizen, B. van Ginneken, C. B. Hoyng, T. Theelen and C. I. Sánchez, "Automatic detection of hemorrhages on color fundus images using deep learning", Association for Research in Vision and Ophthalmology, 2016.
F. G. Venhuizen, M. B. Breukink, B. van Ginneken, M. J. J. P. van Grinsven, B. Bloemen, C. B. Hoyng, T. Theelen, C. J. F. Boon and C. I. Sánchez, "Automated Quantification of Subretinal Fluid in Central Serous Chorioretinopathy in 3D Optical Coherence Tomography Images", Association for Research in Vision and Ophthalmology, 2015.
F. G. Venhuizen, M. J. van Grinsven, C. B. Hoyng, T. Theelen, B. van Ginneken and C. I. Sánchez, "Vendor Independent Cyst Segmentation in Retinal SD-OCT Volumes using a Combination of Multiple Scale Convolutional Neural Networks", Medical Image Computing and Computer-Assisted Intervention, 2015.
C. I. Sánchez, S. Lambertus, B. Bloemen, N. Bax, F. G. Venhuizen, M. J. J. P. van Grinsven, B. van Ginneken, T. Theelen and C. Hoyng, "Automatic quantification of geographic atrophy in fundus autofluorescence images of Stargardt patients", Association for Research in Vision and Ophthalmology, 2015.
M. J. J. P. van Grinsven, F. G. Venhuizen, B. van Ginneken, C. B. Hoyng, T. Theelen and C. I. Sánchez, "Automatic detection of eye diseases using automated color fundus image analysis", Association for Research in Vision and Ophthalmology, 2015.
M. J. J. P. van Grinsven, G. H. S. Buitendijk, C. Brussee, B. van Ginneken, T. Theelen, C. C. W. Klaver and C. I. Sánchez, "Automatic detection of reticular drusen using multimodal retinal image analysis", Association for Research in Vision and Ophthalmology, 2014.
M. Teussink, M. van Grinsven, B. Cense, C. Hoyng, J. Klevering and T. Theelen, "Functional optical coherence tomography with a commercial device – a pilot study", Association for Research in Vision and Ophthalmology, 2013.
M. J. J. P. van Grinsven, J. P. H. van de Ven, Y. T. E. Lechanteur, B. van Ginneken, C. B. Hoyng, T. Theelen and C. I. Sánchez, "Automatic Drusen Detection and Quantification for Diagnosis of Age-Related Macular Degeneration", Association for Research in Vision and Ophthalmology, 2012.
M. J. J. P. van Grinsven, B. van Ginneken and C. I. Sánchez, "Web-based workstation for the analysis of color fundus images", ISBI Medical Image Analysis Workshop, 2012.
phd theses
1TOTAL RESOURCES
M. van Grinsven, "Automated analysis of retinal images for detection of age-related macular degeneration and diabetic retinopathy", 2016.