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

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: .
Type of Publication: Research article in edited proceedings (conference)

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)

GERoMe – a method for evaluating stability of graph extraction algorithms without ground truth

Drees D, Scherzinger A, Jiang X (2019)
In: IEEE Access, 7
Type of Publication: Research article (journal)

VIPAR, a quantitative approach to 3D-histopathology applied to lymphatic malformations

Hägerling R, Drees D, Scherzinger A, Dierkes C, Martin-Almedina S, Butz S, Gordon K, Schäfers M, Hinrichs K, Ostergaard P, Vestweber D, Goerge T, Mansour S, Jiang X, Mortimer P, Kiefer F (2017)
In: JCI Insight, 2(16)
Type of Publication: Research article (journal)

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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: . 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: . 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)
Rapid methods for the evaluation of fluorescent reporters in tissue clearing and the segmentation of large vascular structures Kirschnick, Nils; Drees, Dominik; Redder, Esther ; Erapaneedi, Raghu ; Pereira da Graca, Abel ; Schäfers, Michael ; Jiang, Xiaoyi ; Kiefer, Friedemann (2021) In: iScience, 24(6) Type of Publication: Research article (journal)
GERoMe – a method for evaluating stability of graph extraction algorithms without ground truth Drees D, Scherzinger A, Jiang X (2019) In: IEEE Access, 7 Type of Publication: Research article (journal)
Barista - a graphical tool for designing and training deep neural networks Klemm S, Scherzinger A, Drees D, Jiang X (2018) Type of Publication: Other scientific publication
VIPAR, a quantitative approach to 3D-histopathology applied to lymphatic malformations Hägerling R, Drees D, Scherzinger A, Dierkes C, Martin-Almedina S, Butz S, Gordon K, Schäfers M, Hinrichs K, Ostergaard P, Vestweber D, Goerge T, Mansour S, Jiang X, Mortimer P, Kiefer F (2017) In: JCI Insight, 2(16) Type of Publication: Research article (journal)
Interactive Exploration of Cosmological Dark-Matter Simulation Data Scherzinger Aaron, Brix Tobias, Drees Dominik, Völker Andreas, Radkov Kiril, Santalidis Niko, Fieguth Alexander, Hinrichs Klaus H. (2017) In: IEEE Computer Graphics and Applications, 37(2) Type of Publication: Research article (journal)