Katinka Becker

According to our database, Katinka Becker authored at least 5 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Metric Hub: A metric library and practical selection workflow for use-case-driven data quality assessment in medical AI.

Katinka Becker, Maximilian P. Oppelt, Tobias S. Zech, Martin Seyferth, Sandie Cabon, Vanja Miskovic, Ivan Cimrak, Michal Kozubek, Giuseppe D'Avenio, Ilaria Campioni, Jana Fehr, Kanjar De, Ismail Mahmoudi, Emílio Dolgener Cantú, Laurenz Ottmann, Andreas Klaß, Galaad Altares, Jackie Ma, Alireza Salehi M., Nadine R. Lang-Richter, Tobias Schaeffter, Daniel Schwabe

CoRR, January, 2026

Answer set programming for pattern generation in logical analysis of data.

Katinka Becker, Alexander Bockmayr

Ann. Math. Artif. Intell., January, 2026

MetricLib: A Modular and Extensible Toolkit for Evaluation of Medical ML Datasets.

Martin Seyferth, Katinka Becker, Tobias Schaeffter, Daniel Schwabe, Matthias Boehm

Proceedings of the Proceedings 29th International Conference on Extending Database Technology, 2026

2024

The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review.

Daniel Schwabe, Katinka Becker, Martin Seyferth, Andreas Klaß, Tobias Schaeffter

npj Digit. Medicine, 2024

2021

Logical Analysis of Biological Data.

Katinka Becker

PhD thesis, 2021