Követés
Juan Pedro Vigueras-Guillén
Juan Pedro Vigueras-Guillén
PostDoc Fellowship, AstraZeneca, Sweden
E-mail megerősítve itt: tudelft.nl
Cím
Hivatkozott rá
Hivatkozott rá
Év
Fully convolutional architecture vs sliding-window CNN for corneal endothelium cell segmentation
JP Vigueras-Guillén, B Sari, SF Goes, HG Lemij, J van Rooij, KA Vermeer, ...
BMC Biomedical Engineering 1, 1-16, 2019
712019
Corneal endothelial cell segmentation by classifier-driven merging of oversegmented images
JP Vigueras-Guillén, ER Andrinopoulou, A Engel, HG Lemij, J van Rooij, ...
IEEE Transactions on Medical Imaging 37 (10), 2278-2289, 2018
372018
Deep learning for assessing the corneal endothelium from specular microscopy images up to 1 year after ultrathin-DSAEK surgery
JP Vigueras-Guillén, J van Rooij, A Engel, HG Lemij, LJ van Vliet, ...
Translational vision science & technology 9 (2), 49-49, 2020
292020
Preoperative posturing of patients with macula-on retinal detachment reduces progression toward the fovea
JH de Jong, JP Vigueras-Guillén, TC Simon, R Timman, T Peto, ...
Ophthalmology 124 (10), 1510-1522, 2017
282017
Convolutional neural network-based regression for biomarker estimation in corneal endothelium microscopy images
JP Vigueras-Guillén, J van Rooij, HG Lemij, KA Vermeer, LJ van Vliet
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
172019
DenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with guttae
JP Vigueras-Guillén, J van Rooij, BTH van Dooren, HG Lemij, E Islamaj, ...
arXiv preprint arXiv:2203.01882, 2022
162022
Automatic detection of the region of interest in corneal endothelium images using dense convolutional neural networks
JP Vigueras-Guillén, HG Lemij, J Van Rooij, KA Vermeer, LJ Van Vliet
Medical Imaging 2019: Image Processing 10949, 779-789, 2019
102019
The influence of prolongation of interruptions of preoperative posturing and other clinical factors on the progress of macula-on retinal detachment
JH de Jong, JP Vigueras-Guillén, RJ Wubbels, R Timman, KA Vermeer, ...
Ophthalmology Retina 3 (11), 938-946, 2019
92019
Improved accuracy and robustness of a corneal endothelial cell segmentation method based on merging superpixels
JP Vigueras-Guillén, A Engel, HG Lemij, J van Rooij, KA Vermeer, ...
International Conference Image Analysis and Recognition, 631-638, 2018
82018
Parallel capsule networks for classification of white blood cells
JP Vigueras-Guillén, A Patra, O Engkvist, F Seeliger
International Conference on Medical Image Computing and Computer-Assisted …, 2021
52021
Rotaflip: a new CNN layer for regularization and rotational invariance in medical images
JP Vigueras-Guillén, J Lasenby, F Seeliger
arXiv preprint arXiv:2108.02704, 2021
22021
Merging Cell Fragments in Oversegmented Corneal Endothelium Images
JP Vigueras-Guillén, J van Rooij, A Engel, KA Vermeer, LJ van Vliet
Investigative Ophthalmology & Visual Science 57 (12), 5931-5931, 2016
12016
Automated Detection of Immune Cells in IHC Images
JP Vigueras-Guillén
Chalmers University of Technology, 2015
12015
Donor lamella thickness after ultrathin Descemet stripping automated endothelial keratoplasty and its relation to postoperative visual acuity and pre-operative lamella measures
J van Rooij, A Engel, P Steijger-Vermaat, A Molenaar, ...
BMC ophthalmology 23 (1), 265, 2023
2023
Machine Learning and Image Processing Methods for the Segmentation and Quantification of the Corneal Endothelium
JP Vigueras-Guillén
Technical University of Delft, 2022
2022
Redesigning Fully Convolutional DenseUNets for Large Histopathology Images
JP Vigueras-Guillén, J Lasenby, F Seeliger
arXiv preprint arXiv:2108.02676, 2021
2021
Donor lamella thickness after ultrathin posterior lamellar corneal transplantation (UT-DSAEK): From eye bank to eye
J van Rooij, A Engel, P Steijger-Vermaat, A Molenaar, ...
ACTA OPHTHALMOLOGICA 98, 7-7, 2020
2020
Accuracy of a deep learning approach for corneal endothelium biomarker estimation in ultrathin-DSAEK images
JP Vigueras-Guillén, J van Rooij, HG Lemij, LJ van Vliet, KA Vermeer
Investigative Ophthalmology & Visual Science 60 (9), 3814-3814, 2019
2019
Pre-operative measurements to decide whether to combine a cataract surgery and a keratoplasty in eyes with Fuchs' endothelial dystrophy
A Engel, R Wubbels, T van Goor, L Remeijer, AJ Geerards, ...
ACTA OPHTHALMOLOGICA 97, 5-6, 2019
2019
Fully Convolutional Architecture vs Sliding-Patch Setup for Corneal Endothelium Segmentation
JP Vigueras-Guillén, B Sari, SF Goes, HG Lemij, J van Rooij, KA Vermeer, ...
2018
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