Jeroen van Rooij

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Cell Segmentation

Corneal Endothelium

Improved Accuracy

Convolutional Neural Networks

Top Venues

IEEE Trans. Medical Imaging

Medical Imaging: Image Processing

Publications

Juan P. Vigueras-Guillén, Jeroen van Rooij, Bart T. H. van Dooren, Hans G. Lemij, Esma Islamaj, Lucas J. van Vliet, Koenraad A. Vermeer
DenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with Fuchs dystrophy. CoRR (2022)
Juan Pedro Vigueras-Guillén, Hans G. Lemij, Jeroen van Rooij, Koenraad A. Vermeer, Lucas J. van Vliet
Automatic detection of the region of interest in corneal endothelium images using dense convolutional neural networks. Medical Imaging: Image Processing (2019)
Juan P. Vigueras-Guillén, Jeroen van Rooij, Hans G. Lemij, Koenraad A. Vermeer, Lucas J. van Vliet
Convolutional neural network-based regression for biomarker estimation in corneal endothelium microscopy images. EMBC (2019)
Juan P. Vigueras-Guillén, Eleni-Rosalina Andrinopoulou, Angela Engel, Hans G. Lemij, Jeroen van Rooij, Koenraad A. Vermeer, Lucas J. van Vliet
Corneal Endothelial Cell Segmentation by Classifier-Driven Merging of Oversegmented Images. IEEE Trans. Medical Imaging 37 (10) (2018)
Juan P. Vigueras-Guillén, Angela Engel, Hans G. Lemij, Jeroen van Rooij, Koenraad A. Vermeer, Lucas J. van Vliet
Improved Accuracy and Robustness of a Corneal Endothelial Cell Segmentation Method Based on Merging Superpixels. ICIAR (2018)