This paper is in the following e-collection/theme issue:

Artificial Intelligence (2129) Bioinformatics Methods and Algorithms (17) Tools, Programs and Algorithms (376) Validity, Reliability, and Bias (110) Clinical Informatics (1325) Clinical Information and Decision Making (1915)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/68427, first published .
Enhancing Bidirectional Encoder Representations From Transformers (BERT) With Frame Semantics to Extract Clinically Relevant Information From German Mammography Reports: Algorithm Development and Validation

Enhancing Bidirectional Encoder Representations From Transformers (BERT) With Frame Semantics to Extract Clinically Relevant Information From German Mammography Reports: Algorithm Development and Validation

Enhancing Bidirectional Encoder Representations From Transformers (BERT) With Frame Semantics to Extract Clinically Relevant Information From German Mammography Reports: Algorithm Development and Validation

Authors of this article:

Daniel Reichenpfader1, 2 Author Orcid Image ;   Jonas Knupp3 Author Orcid Image ;   Sandro Urs von Däniken4 Author Orcid Image ;   Roberto Gaio5 Author Orcid Image ;   Fabio Dennstädt5 Author Orcid Image ;   Grazia Maria Cereghetti4 Author Orcid Image ;   André Sander6 Author Orcid Image ;   Hans Hiltbrunner4 Author Orcid Image ;   Knud Nairz4 Author Orcid Image ;   Kerstin Denecke1 Author Orcid Image
Article Authors Cited by (1) Tweetations Metrics

Daniel Reichenpfader   1, 2 , MSc ;   Jonas Knupp   3 , BSc ;   Sandro Urs von Däniken   4 , MD ;   Roberto Gaio   5 , MSc ;   Fabio Dennstädt   5 , MD ;   Grazia Maria Cereghetti   4 , PhD ;   André Sander   6 , Dr ;   Hans Hiltbrunner   4 , BA ;   Knud Nairz   4 , MBA, Dr ;   Kerstin Denecke   1 , Prof Dr

1 Institute for Patient-Centered Digital Health, School of Engineering and Computer Science, Bern University of Applied Sciences, Biel/Bienne, Switzerland

2 PhD School of Life Sciences, Faculty of Medicine, University of Geneva, Geneva, Switzerland

3 ID SUISSE AG, St. Gallen, Switzerland

4 Department of Diagnostic, Interventional, and Pediatric Radiology, Bern University Hospital, University of Bern, Bern, Switzerland

5 Department of Radiation Oncology, Bern University Hospital, University of Bern, Bern, Switzerland

6 ID BERLIN, Berlin, Germany

Corresponding Author:

  • Daniel Reichenpfader, MSc
  • Institute for Patient-Centered Digital Health
  • School of Engineering and Computer Science
  • Bern University of Applied Sciences
  • Quellgasse 21
  • Biel/Bienne 2502
  • Switzerland
  • Phone: 41 31 848 60 93
  • Email: daniel.reichenpfader@bfh.ch