Astrid Ellen Grams

According to our database, Astrid Ellen Grams authored at least 7 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DARE: A Deformable Adaptive Regularization Estimator for Learning-Based Medical Image Registration.

Ahsan Raza Siyal, Markus Haltmeier, Ruth Steiger, Malik Galijasevic, Elke Ruth Gizewski, Astrid Ellen Grams

CoRR, October, 2025

XSRD-Net: EXplainable Stroke Relapse Detection.

Christian Gapp, Elias Tappeiner, Martin Welk, Karl D. Fritscher, Stephanie Mangesius, Constantin Eisenschink, Philipp Deisl, Michael Knoflach, Astrid Ellen Grams, Elke Ruth Gizewski, Rainer Schubert

CoRR, September, 2025

2024

A Lightweight Residual Network for Unsupervised Deformable Image Registration.

Ahsan Raza Siyal, Astrid Ellen Grams, Markus Haltmeier

IEEE Access, 2024

SIRU-Net : Smoothing Inception Residual U-Net for Deformable Medical Image Registration.

Ahsan Raza Siyal, Astrid Ellen Grams, Markus Haltmeier

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2022

A deep learning pipeline for the automated segmentation of posterior limb of internal capsule in preterm neonates.

Nadja Gruber, Malik Galijasevic, Milovan Regodic, Astrid Ellen Grams, Christian M. Siedentopf, Ruth Steiger, Marlene Hammerl, Markus Haltmeier, Elke Ruth Gizewski, Tanja Janjic

Artif. Intell. Medicine, 2022

2017

Preoperative prediction of language function by diffusion tensor imaging.

Christian Franz Freyschlag, Johannes Kerschbaumer, D. Pinggera, T. Bodner, Astrid Ellen Grams, C. Thomé

Brain Informatics, 2017

2016

Correlation between degenerative spine disease and bone marrow density: a retrospective investigation.

Astrid Ellen Grams, Rafael Rehwald, Alexander Bartsch, Sarah Honold, Christian Franz Freyschlag, Michael Knoflach, Elke Ruth Gizewski, Bernhard Glodny

BMC Medical Imaging, 2016