Bart Liefers

Automatic glaucoma classification using color fundus images based on convolutional neural networks and transfer learning

Juan J. Gómez-Valverde, Alfonso Antón, Gianluca Fatti et al. · Biomedical Optics Express · 2019 · 251 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Deep learning approach for the detection and quantification of intraretinal cystoid fluid in multivendor optical coherence tomography

Freerk G. Venhuizen, Bram van Ginneken, Bart Liefers et al. · Biomedical Optics Express · 2018 · 145 citations · Full text

Engineering, Irc Segmentation, Image Analysis +17

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

Adversarial attack vulnerability of medical image analysis systems: Unexplored factors

Gerda Bortsova, Cristina González-Gonzalo, Suzanne C. Wetstein et al. · Medical Image Analysis · 2021 · 112 citations · Full text

Clinically relevant deep learning for detection and quantification of geographic atrophy from optical coherence tomography: a model development and external validation study

Gongyu Zhang, Dun Jack Fu, Bart Liefers et al. · The Lancet Digital Health · 2021 · 84 citations · Full text