Stefanie Groeneveld-Krentz

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 5

Top Topics

Machine Learning

Gaussian Mixture

Top Venues

Pattern Recognit.

Comput. Biol. Medicine

Publications

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
Towards Self-explainable Transformers for Cell Classification in Flow Cytometry Data. iMIMIC@MICCAI (2022)
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
Automated identification of cell populations in flow cytometry data with transformers. Comput. Biol. Medicine 144 (2022)
Paolo Rota, Florian Kleber, Michael Reiter, Stefanie Groeneveld-Krentz, Martin Kampel
The Role of Machine Learning in Medical Data Analysis. A Case Study: Flow Cytometry. VISIGRAPP (3: VISAPP) (2016)
Michael Reiter, Paolo Rota, Florian Kleber, Markus Diem, Stefanie Groeneveld-Krentz, Michael Dworzak
Clustering of cell populations in flow cytometry data using a combination of Gaussian mixtures. Pattern Recognit. 60 (2016)
Paolo Rota, Stefanie Groeneveld-Krentz, Michael Reiter
On automated Flow Cytometric analysis for MRD estimation of Acute Lymphoblastic Leukaemia: A comparison among different approaches. BIBM (2015)