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 | 71 | 2019 |
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 | 37 | 2018 |
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 | 29 | 2020 |
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 | 28 | 2017 |
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 | 17 | 2019 |
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 | 16 | 2022 |
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 | 10 | 2019 |
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 | 9 | 2019 |
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 | 8 | 2018 |
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 | 5 | 2021 |
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 | 2 | 2021 |
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 | 1 | 2016 |
Automated Detection of Immune Cells in IHC Images JP Vigueras-Guillén Chalmers University of Technology, 2015 | 1 | 2015 |
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 |