Ingeborg Stalmans

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Image Segmentations

Diabetic Retinopathy

Top Venues

Comput. Methods Programs Biomed.

Comput. Medical Imaging Graph.

ECCV Workshops (3)

Publications

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 (2023)
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)
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 (2023)
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 (2023)
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 (2022)
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)
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 (2022)
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)
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 (2022)
Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar
Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations. CoRR (2022)
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 (2021)
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 (2021)
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 (2021)
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 (2021)
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 (2020)
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)