Steffen Bollmann

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
SAMRI: Segment Anything Model for MRI.
CoRR
Zhao Wang, Wei Dai, Thuy Thanh Dao, Steffen Bollmann, Hongfu Sun, Craig Engstrom, Shekhar S. Chandra
2025 J jnl
Segmentation of the human tongue musculature using MRI: Field guide and validation in motor neuron disease.
Comput. Biol. Medicine
Thomas B. Shaw, Fernanda L. Ribeiro, Xiangyun Zhu, Patrick Aiken, Saskia Bollmann, Steffen Bollmann, Jeryn Chang, Kali Chidley, Harriet Dempsey-Jones, Zeinab Eftekhari, Jennifer Gillespie, Robert Henderson, Matthew C. Kiernan, Ira Ktena, Pamela A. McCombe, Shyuan Ngo, Shana T. Taubert, Brooke-Mai Whelan, Xincheng Ye, Frederik Steyn, Sicong Tu, Markus Barth
2024 — conf
Modality-Specific Strategies for Medical Image Segmentation Using Lightweight SAM Architectures.
MedSAM@CVPR
Thuy Thanh Dao, Xincheng Ye, Joshua D. Scarsbrook, Balarupan Gowrienanthan, Fernanda L. Ribeiro, Steffen Bollmann
2023 J jnl
NeXtQSM - A complete deep learning pipeline for data-consistent Quantitative Susceptibility Mapping trained with hybrid data.
Medical Image Anal.
Francesco Cognolato, Kieran O'Brien, Jin Jin, Simon Robinson, Frederik B. Laun, Markus Barth, Steffen Bollmann
2023 J jnl
Super-resolution QSM in little or no additional time for imaging (NATIve) using 2D EPI imaging in 3 orthogonal planes.
NeuroImage
Beáta Bachratá, Steffen Bollmann, Jin Jin, Monique Tourell, Assunta Dal-Bianco, Siegfried Trattnig, Markus Barth, Stefan Ropele, Christian Enzinger, Simon Robinson
2022 J jnl
An explainability framework for cortical surface-based deep learning.
CoRR
Fernanda L. Ribeiro, Steffen Bollmann, Ross Cunnington, Alexander M. Puckett
2022 J jnl
Open-Source Hypothalamic-ForniX (OSHy-X) Atlases and Segmentation Tool for 3T and 7T.
J. Open Source Softw.
Jeryn Chang, Frederik Steyn, Shyuan Ngo, Robert Henderson, Christine Cong Guo, Steffen Bollmann, Jurgen Fripp, Markus Barth, Thomas B. Shaw
2021 J jnl
NeXtQSM - A complete deep learning pipeline for data-consistent quantitative susceptibility mapping trained with hybrid data.
CoRR
Francesco Cognolato, Kieran O'Brien, Jin Jin, Simon Robinson, Frederik B. Laun, Markus Barth, Steffen Bollmann
2021 J jnl
Predicting the retinotopic organization of human visual cortex from anatomy using geometric deep learning.
NeuroImage
Fernanda L. Ribeiro, Steffen Bollmann, Alexander M. Puckett
2020 J jnl
DeepRetinotopy: Predicting the Functional Organization of Human Visual Cortex from Structural MRI Data using Geometric Deep Learning.
CoRR
Fernanda L. Ribeiro, Steffen Bollmann, Alexander M. Puckett
2020 J jnl
Longitudinal Automatic Segmentation of Hippocampal Subfields (LASHiS) using multi-contrast MRI.
NeuroImage
Thomas B. Shaw, Ashley York, Maryam Ziaei, Markus Barth, Steffen Bollmann
2019 J jnl
DeepQSM - using deep learning to solve the dipole inversion for quantitative susceptibility mapping.
NeuroImage
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
2019 J jnl
Non-linear realignment improves hippocampus subfield segmentation reliability.
NeuroImage
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
2018 J jnl
Assessment of microstructural signal compartments across the corpus callosum using multi-echo gradient recalled echo at 7 T.
NeuroImage
Kiran Thapaliya, Viktor Vegh, Steffen Bollmann, Markus Barth