Stefanie Groeneveld-Krentz

According to our database, Stefanie Groeneveld-Krentz authored at least 5 papers between 2015 and 2022.

Collaborative distances:

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

2022

Automated identification of cell populations in flow cytometry data with transformers.

Matthias Wödlinger, Michael Reiter, Lisa Weijler, Margarita Maurer-Granofszky, Angela Schumich, Elisa O. Sajaroff, Stefanie Groeneveld-Krentz, Jorge G. Rossi, Leonid Karawajew, Richard Ratei, Michael N. Dworzak

Comput. Biol. Medicine, 2022

Towards Self-explainable Transformers for Cell Classification in Flow Cytometry Data.

Florian Kowarsch, Lisa Weijler, Matthias Wödlinger, Michael Reiter, Margarita Maurer-Granofszky, Angela Schumich, Elisa O. Sajaroff, Stefanie Groeneveld-Krentz, Jorge G. Rossi, Leonid Karawajew, Richard Ratei, Michael N. Dworzak

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

2016

Clustering of cell populations in flow cytometry data using a combination of Gaussian mixtures.

Michael Reiter, Paolo Rota, Florian Kleber, Markus Diem, Stefanie Groeneveld-Krentz, Michael N. Dworzak

Pattern Recognit., 2016

The Role of Machine Learning in Medical Data Analysis. A Case Study: Flow Cytometry.

Paolo Rota, Florian Kleber, Michael Reiter, Stefanie Groeneveld-Krentz, Martin Kampel

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

2015

On automated Flow Cytometric analysis for MRD estimation of Acute Lymphoblastic Leukaemia: A comparison among different approaches.

Paolo Rota, Stefanie Groeneveld-Krentz, Michael Reiter

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015