Biomechanical modelling and computational imaging to identify different causes of back pain in large epidemiological studies

Project Information

iBack-epic

Grant agreement ID: 101045128

DOI 10.3030/101045128

EC signature date 13 April 2022

Start date 1 May 2022

End date 30 April 2027

Funded under

• European Research Council (ERC)

Total cost € 1 999 993,00

EU contribution € 1 999 993,00

Coordinated by

KLINIKUM RECHTS DER ISAR DER TECHNISCHEN UNIVERSITAT MUNCHEN
Germany

Publications

Peer reviewed articles (7)

Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation

Author(s): Robert Graf, Joachim Schmitt, Sarah Schlaeger, Hendrik Kristian Möller, Vasiliki Sideri-Lampretsa, Anjany Sekuboyina, Sandro Manuel Krieg, Benedikt Wiestler, Bjoern Menze, Daniel Rueckert & Jan Stefan Kirschke
Published in: European Radiology Experimental, Issue 7, 2023, ISSN 2509-9280
Publisher: Springer Open
DOI: 10.1186/s41747-023-00385-2

Multibody Models of the Thoracolumbar Spine: A Review on Applications, Limitations, and Challenges

Author(s): Tanja Lerchl, Kati Nispel, Thomas Baum, Jannis Bodden, Veit Senner, Jan S Kirschke
Published in: bioengineering, Issue 3, 2023, ISSN 2306-5354
Publisher: MDPI
DOI: 10.3030/101045128

Recent Advances in Coupled MBS and FEM Models of the Spine-A Review

Author(s): Kati Nispel, Tanja Lerchl, Veit Senner, Jan S Kirschke
Published in: bioengineering, Issue 1, 2023, ISSN 2306-5354
Publisher: MDPI
DOI: 10.3390/bioengineering10030315

Implementation of GAN-Based, Synthetic T2-Weighted Fat Saturated Images in the Routine Radiological Workflow Improves Spinal Pathology Detection

Author(s): Sarah Schlaeger; Katharina Drummer; Malek El Husseini; Florian Kofler; Nico Sollmann; Severin Schramm; Claus Zimmer; Jan S. Kirschke; Benedikt Wiestler
Published in: Diagnostics, Issue Volume 13; Issue 5; Pages: 974, 2023, ISSN 2075-4418
Publisher: MDPI
DOI: 10.3390/diagnostics13050974

Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked Image Modeling

Author(s): Pan, Jiazhen; Shit, Suprosanna; Turgut, Özgün; Huang, Wenqi; Li, Hongwei Bran; Stolt-Ansó, Nil; Küstner, Thomas; Hammernik, Kerstin; Rueckert, Daniel
Published in: MICCAI 2023: Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, 2023, ISSN 2331-8422
Publisher: Springer
DOI: 10.48550/arxiv.2307.12672

Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks

Author(s): Hu, Qingqiao; Wang, Hao; Luo, Jing; Luo, Yunhao; Zhangg, Zhiheng; Kirschke, Jan S.; Wiestler, Benedikt; Menze, Bjoern; Zhang, Jianguo; Li, Hongwei Bran
Published in: Arxiv, 2023, ISSN 2331-8422
Publisher: Arxiv
DOI: 10.48550/arxiv.2306.16556

Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations

Author(s): McGinnis, Julian; Shit, Suprosanna; Li, Hongwei Bran; Sideri-Lampretsa, Vasiliki; Graf, Robert; Dannecker, Maik; Pan, Jiazhen; Ansó, Nil Stolt; Mühlau, Mark; Kirschke, Jan S.; Rueckert, Daniel; Wiestler, Benedikt
Published in: MICCAI 2023: Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, 2023, ISSN 2331-8422
Publisher: Springer
DOI: 10.48550/arxiv.2303.15065