Deep learning-based body composition analysis from whole-body magnetic resonance imaging to predict all-cause mortality in a large western population
This project was conducted using data from the German National Cohort (NAKO) (www.nako.de). The NAKO is funded by the Federal Ministry of Education and Research (BMBF) [project funding reference numbers: 01ER1301A/B/C, 01ER1511D, and 01ER1801A/B/C/D], federal states of Germany and the Helmholtz Association, the participating universities and the institutes of the Leibniz Association. This research has been conducted using the UK Biobank Resource under Application Number 80337. MJ was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)-518480401. VKR was funded by American Heart Association Career Development Award 935176 and National Heart, Lung, and Blood Institute-K01HL168231.
Authors
- Henry Völzke (ORCID: https://orcid.org/0000-0001-7003-399X)
- Susanne Rospleszcz (ORCID: https://orcid.org/0000-0002-4788-2341)
- Robin Bülow (ORCID: https://orcid.org/0000-0003-1884-5784)
- Fabian Bamberg (ORCID: https://orcid.org/0000-0002-7460-3942)
- Maximilian Frederik Russe (ORCID: https://orcid.org/0000-0003-3187-2429)
- Tobias Pischon (ORCID: https://orcid.org/0000-0003-1568-767X)
- Michael T. Lu (ORCID: https://orcid.org/0000-0003-4696-9610)
- Marco Reisert (ORCID: https://orcid.org/0000-0003-2742-1940)
- Vineet K. Raghu (ORCID: https://orcid.org/0000-0003-3524-3945)
- Thoralf Niendorf (ORCID: https://orcid.org/0000-0001-7584-6527)
- Christopher L. Schlett (ORCID: https://orcid.org/0000-0002-1576-1481)
- Jakob Weiss (ORCID: https://orcid.org/0000-0002-0336-8519)
- Matthias Jung (ORCID: https://orcid.org/0000-0002-1124-4284)
- H. Rieder
- Hans-Ulrich Kauczor
Institutions
- Harvard University (US)
- University of Freiburg (DE)
- Max Delbrück Center (DE)
- Heidelberg University (DE)
- Universitätsmedizin Greifswald (DE)
- University Medical Center Freiburg (DE)
- University Hospital Heidelberg (DE)
- Helmholtz Zentrum München (DE)
- Universität Greifswald (DE)
- Massachusetts General Hospital (US)
- German Center for Lung Research (DE)
Publication Details
- Journal
- EBioMedicine
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1016/j.ebiom.2024.105467
- Citations
- 20
- Primary Topic
- Nutrition and Health in Aging
- Type
- article
- Field-Weighted Citation Impact
- 6.53
Funders
- American Heart Association
- AstraZeneca
- Kowa Company
- Bayer HealthCare
- Deutsche Forschungsgemeinschaft
- Bundesministerium für Bildung und Forschung
- Siemens Healthineers
- Leibniz-Gemeinschaft
- National Heart, Lung, and Blood Institute