Dietrich, Jürgen http://orcid.org/0000-0002-5494-3499
Kazzer, Philipp
Article History
Accepted: 16 May 2023
First Online: 20 June 2023
Declarations
:
: Philipp Kazzer, Jayeshkumar Mangroliya, and Sasa Lukic have received compensation for programming and consultancy work from Bayer AG.
: Jürgen Dietrich holds shares in Bayer AG. Jürgen Dietrich is a full-time employee of Bayer AG. Jürgen Dietrich and Philipp Kazzer have no conflicts of interest that are directly relevant to the content of this experiment. The views expressed in this paper are those of the authors and do not necessarily reflect the official policy or position of Bayer AG or Syncwork AG. Jürgen Dietrich has a patent pending on fractional stratified k-fold cross-validation.
: Not applicable.
: Not applicable.
: Not applicable.
: The dataset generated during the current experiment is made available in ESM 1, excluding the part retrieved from Bayer’s Safety and Product Technical Complaint databases that contains patient private information that cannot be made publicly available.
: The code used for this experiment is not provided, as a patent is pending.
: JD and PK were involved in the conception and design of the experiments. JD was responsible for dataset annotation, python programming, and model creation, the design and implementation of the data processing, and result interpretation. All authors contributed to the interpretation of the data analysis results and assisted with the concept and draft revisions of the manuscript. All authors reviewed and approved the final manuscript and accept full responsibility for its overall content.