Graf, Robert https://orcid.org/0000-0001-6656-3680
Platzek, Paul
Riedel, Evamaria Olga
Ramschütz, Constanze
Starck, Sophie
Möller, Hendrik K.
Atad, Matan
Völzke, Henry
Bülow, Robin
Schmidt, Carsten Oliver
Rüdebusch, Julia
Jung, Matthias
Reisert, Marco
Weiss, Jakob
Löffler, Maximilian T.
Bamberg, Fabian
Wiestler, Benedikt
Paetzold, Johannes C.
Rueckert, Daniel
Kirschke, Jan Stefan
Funding for this research was provided by:
H2020 European Research Council (101045128—iBack-epic—ERC2021-COG)
Bundesministerium für Bildung und Forschung (01ER1301A/B/C and 01ER1511D)
Article History
Received: 1 July 2025
Revised: 29 July 2025
Accepted: 8 September 2025
First Online: 9 October 2025
Compliance with ethical standards
:
: The scientific guarantor of this publication is Robert Graf.
: J.S.K. is Cofounder and shareholder of Bonescreen GmbH. See . The authors who analyzed and controlled the data are not employees, cofounders, or shareholders of Bonescreen GmbH. All other authors do not report any conflict of interest.
: One of the authors has significant statistical expertise.
: This retrospective study uses random subset torso data from NAKO along with VIBE data from UKBB for training and evaluation. Ethical approval for data collection was obtained from the respective ethics committees, and informed consent was obtained. For the internal data, we obtained ethical approval from the tum university clinic ethics committee (593/21 S-NP); informed consent was waived.
: This retrospective study uses random subset torso data from NAKO along with VIBE data from UKBB for training and evaluation. Ethical approval for data collection was obtained from the respective ethics committees, and informed consent was obtained. For the internal data, we obtained ethical approval from the tum university clinic ethics committee (593/21 S-NP); informed consent was waived.
: The NAKO and UK Biobank is large collection available to many other researchers. Internal data were from existing collection, but without exiting Segmentations.
: