Ingeborg Stalmans

19 papers Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
GONet: A Generalizable Deep Learning Model for Glaucoma Detection.
IEEE Trans. Biomed. Eng.
Or Abramovich, Hadas Pizem, Jonathan Fhima, Eran Berkowitz, Ben Gofrit, Meishar Meisel, Meital Baskin, Jan Van Eijgen, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar
2025 J jnl
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling.
CoRR
Jonathan Fhima, Jan Van Eijgen, Lennert Beeckmans, Thomas Jacobs, Moti Freiman, Luis Filipe Nakayama, Ingeborg Stalmans, Chaim Baskin, Joachim A. Behar
2025 J jnl
GONet: A Generalizable Deep Learning Model for Glaucoma Detection.
CoRR
Or Abramovich, Hadas Pizem, Jonathan Fhima, Eran Berkowitz, Ben Gofrit, Meishar Meisel, Meital Baskin, Jan Van Eijgen, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar
2023 J jnl
A generalizable deep learning regression model for automated glaucoma screening from fundus images.
npj Digit. Medicine
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
2023 J jnl
FundusQ-Net: A regression quality assessment deep learning algorithm for fundus images quality grading.
Comput. Methods Programs Biomed.
Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ilan Oren, Joshua Melamed, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar
2023 J jnl
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images.
CoRR
Jonathan Fhima, Jan Van Eijgen, Hana Kulenovic, Valérie Debeuf, Marie Vangilbergen, Marie-Isaline Billen, Heloïse Brackenier, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar
2023 J jnl
Retinal OCT speckle as a biomarker for glaucoma diagnosis and staging.
Comput. Medical Imaging Graph.
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
2022 J jnl
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review.
Comput. Methods Programs Biomed.
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
2022 J jnl
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading.
CoRR
Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar
2022 — conf
Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations.
CinC
Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar
2022 J jnl
Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations.
CoRR
Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar
2022 J jnl
PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel Segmentation.
CoRR
Jonathan Fhima, Jan Van Eijgen, Ingeborg Stalmans, Yevgeniy Men, Moti Freiman, Joachim A. Behar
2022 — conf
PVBM: A Python Vasculature Biomarker Toolbox Based on Retinal Blood Vessel Segmentation.
ECCV Workshops (3)
Jonathan Fhima, Jan Van Eijgen, Ingeborg Stalmans, Yevgeniy Men, Moti Freiman, Joachim A. Behar
2021 J jnl
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review.
CoRR
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
2021 J jnl
Glaucoma detection beyond the optic disc: The importance of the peripapillary region using explainable deep learning.
CoRR
Ruben Hemelings, Bart Elen, João Barbosa Breda, Matthew B. Blaschko, Patrick De Boever, Ingeborg Stalmans
2021 J jnl
Pathological myopia classification with simultaneous lesion segmentation using deep learning.
Comput. Methods Programs Biomed.
Ruben Hemelings, Bart Elen, Matthew B. Blaschko, Julie Jacob, Ingeborg Stalmans, Patrick De Boever
2021 J jnl
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning.
CoRR
Ruben Hemelings, Bart Elen, João Barbosa Breda, Erwin Bellon, Matthew B. Blaschko, Patrick De Boever, Ingeborg Stalmans
2020 J jnl
Pathological myopia classification with simultaneous lesion segmentation using deep learning.
CoRR
Ruben Hemelings, Bart Elen, Matthew B. Blaschko, Julie Jacob, Ingeborg Stalmans, Patrick De Boever
2019 J jnl
Artery-vein segmentation in fundus images using a fully convolutional network.
Comput. Medical Imaging Graph.
Ruben Hemelings, Bart Elen, Ingeborg Stalmans, Karel van Keer, Patrick De Boever, Matthew B. Blaschko