Nowak, Sebastian http://orcid.org/0000-0001-5175-5559
Schneider, Helen
Layer, Yannik C.
Theis, Maike
Biesner, David
Block, Wolfgang
Wulff, Benjamin
Attenberger, Ulrike I.
Sifa, Rafet
Sprinkart, Alois M.
Funding for this research was provided by:
Bundesministerium für Bildung und Forschung (01|S18038B, 01|S18038B, 01|S18038B, 01|S18038B, 01KX2121)
Universitätsklinikum Bonn
Article History
Received: 12 May 2023
Revised: 23 August 2023
Accepted: 5 September 2023
First Online: 7 November 2023
Declarations
:
: The scientific guarantor of this publication is PD Dr.-Ing. Alois Martin Sprinkart.
: The authors of this manuscript declare no relationships with any companies, whose products or services may be related to the subject matter of the article.
: No complex statistical methods were necessary for this paper.
: Written informed consent was waived by the Institutional Review Board (University of Bonn).
: Institutional Review Board approval was obtained by the local Ethics Committees at the Medical Faculty of the Rheinische Friedrich-Wilhelms-Universität Bonn (AZ 411/21).
: The present study is a follow-up to a study published in European Radiology on the transformer-based structuring of free-text radiology databases (Nowak, S., Biesner, D., Layer, Y.C. et al Eur Radiol (2023). ). The manual and transformer-based report annotations generated in the previous study were used in the current study to annotate the corresponding ICU radiographs to investigate the value of these report-based annotations for the development of image-based DDSS systems.
: • retrospective• experimental study• performed at one institution