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 DER TECHNISCHEN UNIVERSITÄT MÜNCHEN (TUM KLINIKUM)
Germany

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (1)

Research Data Management

Drafting of Data Management plan

Publications

Peer reviewed articles (9)

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

Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification

Author(s): Alessandro Wollek, Robert Graf, Saša Čečatka, Nicola Fink, Theresa Willem, Bastian O. Sabel, Tobias Lasser
Published in: Radiology AI, Issue Vol 5, No 2, 2023, ISSN 2638-6100
Publisher: RSNA
DOI: 10.1148/RYAI.220187

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

Comparative FEM study on intervertebral disc modeling: Holzapfel-Gasser-Ogden vs. structural rebars

Author(s): Gabriel Gruber, Luis Fernando Nicolini, Marx Ribeiro, Tanja Lerchl, Hans-Joachim Wilke, Héctor Enrique Jaramillo, Veit Senner, Jan S Kirschke, Kati Nispel
Published in: Front Bioeng Biotechnol, Issue Jun 5:12, 2024, ISSN 2296-4185
Publisher: Frontiers
DOI: 10.3389/FBIOE.2024.1391957

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

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, Vol 10, Iss 3, p 315 (2023), 2023, ISSN 2306-5354
Publisher: MDPI
DOI: 10.3390/bioengineering10030315

Conference proceedings (2)

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: Lecture Notes in Computer Science ISBN: 9783031439988, 2023
Publisher: Springer
DOI: 10.48550/arxiv.2307.12672

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

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