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2020 – today
- 2023
[j6]Pedro G. Vaz
, Luisa Sánchez Brea, Vania Bastos Silva, Jan Van Eijgen, Ingeborg Stalmans, João Cardoso, Theo van Walsum, Stefan Klein, João Barbosa Breda, Danilo Andrade De Jesus:
Retinal OCT speckle as a biomarker for glaucoma diagnosis and staging. Comput. Medical Imaging Graph. 108: 102256 (2023)- [j5]Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ilan Oren, Joshua Melamed, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar:
FundusQ-Net: A regression quality assessment deep learning algorithm for fundus images quality grading. Comput. Methods Programs Biomed. 239: 107522 (2023) - [j4]Ruben Hemelings, Bart Elen, Alexander K. Schuster, Matthew B. Blaschko, João Barbosa Breda, Pekko Hujanen, Annika Junglas, Stefan Nickels, Andrew White, Norbert Pfeiffer, Paul Mitchell, Patrick De Boever, Anja Tuulonen, Ingeborg Stalmans:
A generalizable deep learning regression model for automated glaucoma screening from fundus images. npj Digit. Medicine 6 (2023) - [i8]Jonathan Fhima, Jan Van Eijgen, Hana Kulenovic, Valérie Debeuf, Marie Vangilbergen, Marie-Isaline Billen, Heloïse Brackenier, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar:
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images. CoRR abs/2309.05780 (2023) - 2022
- [j3]Rita Marques, Danilo Andrade De Jesus, João Barbosa Breda, Jan Van Eijgen, Ingeborg Stalmans, Theo van Walsum, Stefan Klein, Pedro G. Vaz, Luisa Sánchez Brea:
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review. Comput. Methods Programs Biomed. 220: 106801 (2022) - [c2]Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar:
Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations. CinC 2022: 1-4 - [c1]Jonathan Fhima, Jan Van Eijgen, Ingeborg Stalmans, Yevgeniy Men, Moti Freiman, Joachim A. Behar:
PVBM: A Python Vasculature Biomarker Toolbox Based on Retinal Blood Vessel Segmentation. ECCV Workshops (3) 2022: 296-312 - [i7]Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar:
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading. CoRR abs/2205.01676 (2022) - [i6]Jonathan Fhima, Jan Van Eijgen, Ingeborg Stalmans, Yevgeniy Men, Moti Freiman, Joachim A. Behar:
PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel Segmentation. CoRR abs/2208.00392 (2022) - [i5]Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar:
Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations. CoRR abs/2208.10100 (2022) - 2021
- [j2]Ruben Hemelings, Bart Elen, Matthew B. Blaschko, Julie Jacob, Ingeborg Stalmans, Patrick De Boever:
Pathological myopia classification with simultaneous lesion segmentation using deep learning. Comput. Methods Programs Biomed. 199: 105920 (2021) - [i4]Ruben Hemelings, Bart Elen, João Barbosa Breda, Matthew B. Blaschko, Patrick De Boever, Ingeborg Stalmans:
Glaucoma detection beyond the optic disc: The importance of the peripapillary region using explainable deep learning. CoRR abs/2103.11895 (2021) - [i3]Ruben Hemelings, Bart Elen, João Barbosa Breda, Erwin Bellon, Matthew B. Blaschko, Patrick De Boever, Ingeborg Stalmans:
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning. CoRR abs/2106.03793 (2021) - [i2]Rita Marques, Danilo Andrade De Jesus, João Barbosa Breda, Jan Van Eijgen, Ingeborg Stalmans, Theo van Walsum, Stefan Klein, Pedro G. Vaz, Luisa Sánchez Brea:
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review. CoRR abs/2109.02322 (2021) - 2020
- [i1]Ruben Hemelings, Bart Elen, Matthew B. Blaschko, Julie Jacob, Ingeborg Stalmans, Patrick De Boever:
Pathological myopia classification with simultaneous lesion segmentation using deep learning. CoRR abs/2006.02813 (2020)
2010 – 2019
- 2019
- [j1]Ruben Hemelings, Bart Elen, Ingeborg Stalmans, Karel van Keer, Patrick De Boever, Matthew B. Blaschko:
Artery-vein segmentation in fundus images using a fully convolutional network. Comput. Medical Imaging Graph. 76 (2019)
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