Carel B. Hoyng

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 4

Top Topics

Optical Coherence Tomography

Diabetic Retinopathy

Top Venues

Medical Image Anal.

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Publications

Coen de Vente, Bram van Ginneken, Carel B. Hoyng, Caroline C. W. Klaver, Clara I. Sánchez
Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography. Medical Image Anal. 97 (2024)
Bart Liefers, Johanna M. Colijn, Cristina González-Gonzalo, Timo Verzijden, Paul Mitchell, Carel B. Hoyng, Bram van Ginneken, Caroline C. W. Klaver, Clara I. Sánchez
A deep learning model for segmentation of geographic atrophy to study its long-term natural history. CoRR (2019)
Bart Liefers, Freerk G. Venhuizen, Thomas Theelen, Carel B. Hoyng, Bram van Ginneken, Clara I. Sánchez
Fovea detection in optical coherence tomography using convolutional neural networks. Medical Imaging: Image Processing (2017)
Mark J. J. P. van Grinsven, Bram van Ginneken, Carel B. Hoyng, Thomas Theelen, Clara I. Sánchez
Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images. IEEE Trans. Medical Imaging 35 (5) (2016)
Freerk G. Venhuizen, Bram van Ginneken, Bart Bloemen, Mark J. J. P. van Grinsven, Rick H. H. M. Philipsen, Carel B. Hoyng, Thomas Theelen, Clara I. Sánchez
Automated age-related macular degeneration classification in OCT using unsupervised feature learning. Medical Imaging: Computer-Aided Diagnosis (2015)