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ORCIDJuan P. Vigueras-Guillén
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Journal Articles
- 2018
[j1]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): 2278-2289 (2018)
Conference and Workshop Papers
- 2021
- [c4]Juan P. Vigueras-Guillén, Arijit Patra, Ola Engkvist, Frank Seeliger:
Parallel Capsule Networks for Classification of White Blood Cells. MICCAI (7) 2021: 743-752 - 2019
- [c3]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: 876-881 - [c2]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. Image Processing 2019: 1094931 - 2018
- [c1]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: 631-638
Informal and Other Publications
- 2022
- [i4]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 guttae. CoRR abs/2203.01882 (2022) - 2021
- [i3]Juan P. Vigueras-Guillén, Arijit Patra, Ola Engkvist, Frank Seeliger:
Parallel Capsule Networks for Classification of White Blood Cells. CoRR abs/2108.02644 (2021) - [i2]Juan P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger:
Redesigning Fully Convolutional DenseUNets for Large Histopathology Images. CoRR abs/2108.02676 (2021) - [i1]Juan P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger:
Rotaflip: A New CNN Layer for Regularization and Rotational Invariance in Medical Images. CoRR abs/2108.02704 (2021)
Coauthor Index
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