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)

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)

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)

SIRU-Net : Smoothing Inception Residual U-Net for Deformable Medical Image Registration. - Ahsan Raza Siyal; Astrid Ellen Grams; Markus Haltmeier (BIBM, 2024)

A Lightweight Residual Network for Unsupervised Deformable Image Registration. - Ahsan Raza Siyal; Astrid Ellen Grams; Markus Haltmeier (IEEE Access, 2024)