Mark J. J. P. van Grinsven

Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images

Mark J. J. P. van Grinsven, Bram van Ginneken, Carel B. Hoyng et al. · IEEE Transactions on Medical Imaging · 2016 · 425 citations

Convolutional Neural Network, Engineering, Machine Learning +20

OCT Angiography Compared to Fluorescein and Indocyanine Green Angiography in Chronic Central Serous Chorioretinopathy

Michel M. Teussink, Myrte B. Breukink, Mark J. J. P. van Grinsven et al. · Investigative Ophthalmology & Visual Science · 2015 · 155 citations · Full text

Robust total retina thickness segmentation in optical coherence tomography images using convolutional neural networks

Freerk G. Venhuizen, Bram van Ginneken, Bart Liefers et al. · Biomedical Optics Express · 2017 · 131 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +17

Automated Staging of Age-Related Macular Degeneration Using Optical Coherence Tomography

Freerk G. Venhuizen, Bram van Ginneken, Freekje van Asten et al. · Investigative Ophthalmology & Visual Science · 2017 · 119 citations · Full text

Automated age-related macular degeneration classification in OCT using unsupervised feature learning

Freerk G. Venhuizen, Bram van Ginneken, Bart Bloemen et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2015 · 70 citations

Ocular Disease, Engineering, Machine Learning +22