Academic Education
12/2016 - 10/2022	Ph. D. studies, Pattern Recognition and Image Analysis group (Prof. Xiaoyi Jiang)
10/2014 - 10/2016	Master of Science (Computer Science), University of Münster
Functions and Memberships
since 2015	Core Team Member, Voreen-Project, University of Münster

Activation Functions in Non-Negative Neural Networks Becker, Marlon; Drees, Dominik; Brückerhoff-Plückelmann, Frank; Schuck, Carsten; Pernice, Wolfram; Risse, Benjamin (2023) In: Machine Learning and the Physical Sciences Workshop, NeurIPS, New Orleans, United States. Type of Publication: Poster
Hierarchical random walker segmentation for large volumetric biomedical images Drees D, Eilers F, Jiang X (2022) In: IEEE Transactions on Image Processing, 31 Type of Publication: Research article (journal)
A Bhattacharyya coefficient-based framework for noise model-aware random walker image segmentation Drees D, Eilers F, Bian A, Jiang X (2022) In: Andres B, Bernard F, Cremers D, Frintrop S, Goldlücke B, Ihrke I (eds.), Proc. of GCPR. Cham, Switzerland: Springer Nature. Type of Publication: Research article in edited proceedings (conference)
Efficient Out-of-Core Methods for Biomedical Volume Processing and Analysis Drees, Dominik (2022) ULB Münster: (no publisher available). Type of Publication: Thesis (doctoral or post-doctoral)
Scalable robust graph and feature extraction for arbitrary vessel networks in large volumetric datasets Drees D, Scherzinger A, Hägerling R, Kiefer F, Jiang X (2021) In: BMC Bioinformatics, 22(1) Type of Publication: Research article (journal)

Förderpreis der Angewandten Informatik 2022 (1st prize) Awarded by: IHK Nord Westfalen Award given to: Drees, Dominik Announced at: 15/12/2022 \| Date of awarding: 15/12/2022 Type of distinction: Research award or other distinction
Best Contest Award SciVis Contest 2015 Awarded by: IEEE VIS 2015 Award given to: Scherzinger, Aaron; Brix, Tobias; Drees, Dominik; Völker, Andreas; Radkov, Kiril; Santalidis, Niko; Fieguth, Alexander; Hinrichs, Klaus Announced at: 15/10/2015 \| Date of awarding: 15/10/2015 Type of distinction: Research award or other distinction