Nadja Gruber

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Multiclass Learning

Multiphase Segmentation

Top Venues

Artif. Intell. Medicine

J. Comput. Appl. Math.

Publications

Nadja Gruber, Johannes Schwab, Sébastien Court, Elke Ruth Gizewski, Markus Haltmeier
Lifting-based variational multiclass segmentation algorithm: Design, convergence analysis, and implementation with applications in medical imaging. J. Comput. Appl. Math. 439 (2024)
Nadja Gruber, Johannes Schwab, Noémie Debroux, Nicolas Papadakis, Markus Haltmeier
Single-Image based unsupervised joint segmentation and denoising. CoRR (2023)
Nadja Gruber, Johannes Schwab, Sébastien Court, Elke Ruth Gizewski, Markus Haltmeier
Variational multichannel multiclass segmentation\endgraf using unsupervised lifting with CNNs. CoRR (2023)
Nadja Gruber, Malik Galijasevic, Milovan Regodic, Astrid Ellen Grams, Christian M. Siedentopf, Ruth Steiger, Marlene Hammerl, Markus Haltmeier, Elke Ruth Gizewski, Tanja Janjic
A deep learning pipeline for the automated segmentation of posterior limb of internal capsule in preterm neonates. Artif. Intell. Medicine 132 (2022)
Nadja Gruber, Johannes Schwab, Sébastien Court, Elke Ruth Gizewski, Markus Haltmeier
A Joint Variational Multichannel Multiphase Segmentation Framework. CoRR (2022)
Nadja Gruber, Stephan Antholzer, Werner Jaschke, Christian Kremser, Markus Haltmeier
A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation. CoRR (2019)