Juan P. Vigueras-Guillén

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Cell Segmentation

Corneal Endothelium

Microscopy Images

Top Venues

IEEE Trans. Medical Imaging

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 P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger
Rotaflip: A New CNN Layer for Regularization and Rotational Invariance in Medical Images. CoRR (2021)
Juan P. Vigueras-Guillén, Arijit Patra, Ola Engkvist, Frank Seeliger
Parallel Capsule Networks for Classification of White Blood Cells. CoRR (2021)
Juan P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger
Redesigning Fully Convolutional DenseUNets for Large Histopathology Images. CoRR (2021)
Juan P. Vigueras-Guillén, Arijit Patra, Ola Engkvist, Frank Seeliger
Parallel Capsule Networks for Classification of White Blood Cells. MICCAI (7) (2021)
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)