Steffen Bollmann

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Fully Automatic Segmentation

Probabilistic Atlas

Top Venues

Medical Image Anal.

J. Open Source Softw.

Publications

Francesco Cognolato, Kieran O'Brien, Jin Jin, Simon Robinson, Frederik B. Laun, Markus Barth, Steffen Bollmann
NeXtQSM - A complete deep learning pipeline for data-consistent Quantitative Susceptibility Mapping trained with hybrid data. Medical Image Anal. 84 (2023)
Beáta Bachratá, Steffen Bollmann, Jin Jin, Monique Tourell, Assunta Dal-Bianco, Siegfried Trattnig, Markus Barth, Stefan Ropele, Christian Enzinger, Simon Robinson
Super-resolution QSM in little or no additional time for imaging (NATIve) using 2D EPI imaging in 3 orthogonal planes. NeuroImage 283 (2023)
Jeryn Chang, Frederik Steyn, Shyuan Ngo, Robert Henderson, Christine Cong Guo, Steffen Bollmann, Jurgen Fripp, Markus Barth, Thomas B. Shaw
Open-Source Hypothalamic-ForniX (OSHy-X) Atlases and Segmentation Tool for 3T and 7T. J. Open Source Softw. 7 (77) (2022)
Fernanda L. Ribeiro, Steffen Bollmann, Ross Cunnington, Alexander M. Puckett
An explainability framework for cortical surface-based deep learning. CoRR (2022)
Francesco Cognolato, Kieran O'Brien, Jin Jin, Simon Robinson, Frederik B. Laun, Markus Barth, Steffen Bollmann
NeXtQSM - A complete deep learning pipeline for data-consistent quantitative susceptibility mapping trained with hybrid data. CoRR (2021)
Fernanda L. Ribeiro, Steffen Bollmann, Alexander M. Puckett
Predicting the retinotopic organization of human visual cortex from anatomy using geometric deep learning. NeuroImage 244 (2021)
Fernanda L. Ribeiro, Steffen Bollmann, Alexander M. Puckett
DeepRetinotopy: Predicting the Functional Organization of Human Visual Cortex from Structural MRI Data using Geometric Deep Learning. CoRR (2020)
Thomas B. Shaw, Ashley York, Maryam Ziaei, Markus Barth, Steffen Bollmann
Longitudinal Automatic Segmentation of Hippocampal Subfields (LASHiS) using multi-contrast MRI. NeuroImage 218 (2020)
Steffen Bollmann, Kasper Gade Bøtker Rasmussen, Mads Kristensen, Rasmus Guldhammer Blendal, Lasse Riis Østergaard, Maciej Plocharski, Kieran O'Brien, Christian Langkammer, Andrew L. Janke, Markus Barth
DeepQSM - using deep learning to solve the dipole inversion for quantitative susceptibility mapping. NeuroImage 195 (2019)
Thomas B. Shaw, Steffen Bollmann, Nicole T. Atcheson, Lachlan T. Strike, Christine Cong Guo, Katie L. McMahon, Jurgen Fripp, Margaret J. Wright, Olivier Salvado, Markus Barth
Non-linear realignment improves hippocampus subfield segmentation reliability. NeuroImage 203 (2019)
Kiran Thapaliya, Viktor Vegh, Steffen Bollmann, Markus Barth
Assessment of microstructural signal compartments across the corpus callosum using multi-echo gradient recalled echo at 7 T. NeuroImage 182 (2018)