Nicolas Brieu

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 12

Top Venues

CoRR

ISBI

Bildverarbeitung für die Medizin

IEEE Trans. Medical Imaging

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Nicolas Brieu, Nicolas Triltsch, Philipp Wortmann, Dominik Winter, Shashank Saran, Marlon Rebelatto, Günter Schmidt
Auxiliary CycleGAN-guidance for Task-Aware Domain Translation from Duplex to Monoplex IHC Images. CoRR (2024)
Dominik Winter, Nicolas Triltsch, Philipp Plewa, Marco Rosati, Thomas Padel, Ross Hill, Markus Schick, Nicolas Brieu
ReStainGAN: Leveraging IHC to IF Stain Domain Translation for in-silico Data Generation. CoRR (2024)
Dominik Winter, Nicolas Triltsch, Marco Rosati, Anatoliy Shumilov, Ziya Kokaragac, Yuri Popov, Thomas Padel, Laura Sebastian Monasor, Ross Hill, Markus Schick, Nicolas Brieu
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model. CoRR (2024)
Nicolas Brieu, Felix J. Segerer, Ansh Kapil, Philipp Wortmann, Günter Schmidt
Stain Isolation-based Guidance for Improved Stain Translation. CoRR (2022)
Ansh Kapil, Armin Meier, Keith Steele, Marlon Rebelatto, Katharina Nekolla, Alexander Haragan, Abraham Silva, Aleksandra Zuraw, Craig Barker, Marietta L. Scott, Tobias Wiestler, Simon Lanzmich, Günter Schmidt, Nicolas Brieu
Domain Adaptation-Based Deep Learning for Automated Tumor Cell (TC) Scoring and Survival Analysis on PD-L1 Stained Tissue Images. IEEE Trans. Medical Imaging 40 (9) (2021)
Nadine S. Schaadt, Ralf Schönmeyer, Germain Forestier, Nicolas Brieu, Peter Braubach, Katharina Nekolla, Michael Meyer-Hermann, Friedrich Feuerhake
Graph-based description of tertiary lymphoid organs at single-cell level. PLoS Comput. Biol. 16 (2) (2020)
Nicolas Brieu, Armin Meier, Ansh Kapil, Ralf Schönmeyer, Christos G. Gavriel, Peter D. Caie, Günter Schmidt
Domain Adaptation-based Augmentation for Weakly Supervised Nuclei Detection. CoRR (2019)
Ansh Kapil, Tobias Wiestler, Simon Lanzmich, Abraham Silva, Keith Steele, Marlon Rebelatto, Günter Schmidt, Nicolas Brieu
DASGAN - Joint Domain Adaptation and Segmentation for the Analysis of Epithelial Regions in Histopathology PD-L1 Images. CoRR (2019)
Ansh Kapil, Armin Meier, Aleksandra Zuraw, Keith Steele, Marlon Rebelatto, Günter Schmidt, Nicolas Brieu
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies. CoRR (2018)
Nicolas Brieu, Christos G. Gavriel, David J. Harrison, Peter D. Caie, Günter Schmidt
Context-based interpolation of coarse deep learning prediction maps for the segmentation of fine structures in immunofluorescence images. Medical Imaging: Digital Pathology (2018)
Nicolas Brieu, Günter Schmidt
Learning size adaptive local maxima selection for robust nuclei detection in histopathology images. ISBI (2017)
Nicolas Brieu, Olivier Pauly, Johannes Zimmermann, Gerd Karl Binnig, Günter Schmidt
Slide-specific models for segmentation of differently stained digital histopathology whole slide images. Medical Imaging: Image Processing (2016)
Ralf Schönmeyer, Nicolas Brieu, Nadine S. Schaadt, Friedrich Feuerhake, Günter Schmidt, Gerd Karl Binnig
Automated Whole Slide Analysis of Differently Stained and Co-Registered Tissue Sections. Bildverarbeitung für die Medizin (2015)
Loïc Peter, Nicolas Brieu, Sjoert B. G. Jansen, Peter A. Smethurst, Willem H. Ouwehand, Nassir Navab
Automatic segmentation and tracking of thrombus formation within in vitro microscopic video sequences. ISBI (2012)
Nicolas Brieu, Nassir Navab, Jovana Serbanovic-Canic, Willem H. Ouwehand, Derek L. Stemple, Ana Cvejic, Martin Groher
Image-based characterization of thrombus formation in time-lapse DIC microscopy. Medical Image Anal. 16 (4) (2012)
Nicolas Brieu, Martin Groher, Jovana Serbanovic-Canic, Ana Cvejic, Willem H. Ouwehand, Nassir Navab
Joint Thrombus and Vessel Segmentation Using Dynamic Texture Likelihoods and Shape Prior. MICCAI (3) (2011)
Nicolas Brieu, Jovana Serbanovic-Canic, Ana Cvejic, Derek L. Stemple, Willem H. Ouwehand, Nassir Navab, Martin Groher
Thrombus segmentation by texture dynamics from microscopic image sequences. Medical Imaging: Image Processing (2010)

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Publication Activity (10 Years)

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Nicolas Brieu