Nicolas Brieu

According to our database, Nicolas Brieu authored at least 20 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Utilizing Mask-Guided Cross-Image Attention for Zero-Shot In-Silico Histopathologic Image Generation with a Diffusion Model.

Dominik Winter, Nicolas Triltsch, Marco Rosati, Anatoliy Shumilov, Ziya Kokaragac, Yuri Popov, Thomas Padel, Laura Sebastian Monasor, Ross Hill, Markus Schick, Nicolas Brieu

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Auxiliary Cyclegan-Guided Task-Aware Domain Translation from Duplex to Monoplex IHC Images.

Nicolas Brieu, Nicolas Triltsch, Philipp Wortmann, Dominik Winter, Shashank Saran, Marlon Rebelatto, Günter Schmidt

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model.

Dominik Winter, Nicolas Triltsch, Marco Rosati, Anatoliy Shumilov, Ziya Kokaragac, Yuri Popov, Thomas Padel, Laura Sebastian Monasor, Ross Hill, Markus Schick, Nicolas Brieu

CoRR, 2024

Auxiliary CycleGAN-guidance for Task-Aware Domain Translation from Duplex to Monoplex IHC Images.

Nicolas Brieu, Nicolas Triltsch, Philipp Wortmann, Dominik Winter, Shashank Saran, Marlon Rebelatto, Günter Schmidt

CoRR, 2024

ReStainGAN: Leveraging IHC to IF Stain Domain Translation for in-silico Data Generation.

Dominik Winter, Nicolas Triltsch, Philipp Plewa, Marco Rosati, Thomas Padel, Ross Hill, Markus Schick, Nicolas Brieu

CoRR, 2024

2022

Stain Isolation-based Guidance for Improved Stain Translation.

Nicolas Brieu, Felix J. Segerer, Ansh Kapil, Philipp Wortmann, Günter Schmidt

CoRR, 2022

2021

Domain Adaptation-Based Deep Learning for Automated Tumor Cell (TC) Scoring and Survival Analysis on PD-L1 Stained Tissue Images.

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

IEEE Trans. Medical Imaging, 2021

2020

Graph-based description of tertiary lymphoid organs at single-cell level.

Nadine S. Schaadt, Ralf Schönmeyer, Germain Forestier, Nicolas Brieu, Peter Braubach, Katharina Nekolla, Michael Meyer-Hermann, Friedrich Feuerhake

PLoS Comput. Biol., 2020

2019

Domain Adaptation-based Augmentation for Weakly Supervised Nuclei Detection.

Nicolas Brieu, Armin Meier, Ansh Kapil, Ralf Schönmeyer, Christos G. Gavriel, Peter D. Caie, Günter Schmidt

CoRR, 2019

DASGAN - Joint Domain Adaptation and Segmentation for the Analysis of Epithelial Regions in Histopathology PD-L1 Images.

Ansh Kapil, Tobias Wiestler, Simon Lanzmich, Abraham Silva, Keith Steele, Marlon Rebelatto, Günter Schmidt, Nicolas Brieu

CoRR, 2019

2018

Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies.

Ansh Kapil, Armin Meier, Aleksandra Zuraw, Keith Steele, Marlon Rebelatto, Günter Schmidt, Nicolas Brieu

CoRR, 2018

Context-based interpolation of coarse deep learning prediction maps for the segmentation of fine structures in immunofluorescence images.

Nicolas Brieu, Christos G. Gavriel, David J. Harrison, Peter D. Caie, Günter Schmidt

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2017

Learning size adaptive local maxima selection for robust nuclei detection in histopathology images.

Nicolas Brieu, Günter Schmidt

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Slide-specific models for segmentation of differently stained digital histopathology whole slide images.

Nicolas Brieu, Olivier Pauly, Johannes Zimmermann, Gerd Karl Binnig, Günter Schmidt

Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015

Automated Whole Slide Analysis of Differently Stained and Co-Registered Tissue Sections.

Ralf Schönmeyer, Nicolas Brieu, Nadine S. Schaadt, Friedrich Feuerhake, Günter Schmidt, Gerd Karl Binnig

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2012

Image-based Characterization of Thrombus Formation in Time-lapse DIC Microscopy: Segmentation under Low Contrast and Highly Dynamic Imaging Conditions.

Nicolas Brieu

PhD thesis, 2012

Image-based characterization of thrombus formation in time-lapse DIC microscopy.

Nicolas Brieu, Nassir Navab, Jovana Serbanovic-Canic, Willem H. Ouwehand, Derek L. Stemple, Ana Cvejic, Martin Groher

Medical Image Anal., 2012

Automatic segmentation and tracking of thrombus formation within in vitro microscopic video sequences.

Loïc Peter, Nicolas Brieu, Sjoert B. G. Jansen, Peter A. Smethurst, Willem H. Ouwehand, Nassir Navab

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Joint Thrombus and Vessel Segmentation Using Dynamic Texture Likelihoods and Shape Prior.

Nicolas Brieu, Martin Groher, Jovana Serbanovic-Canic, Ana Cvejic, Willem H. Ouwehand, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010

Thrombus segmentation by texture dynamics from microscopic image sequences.

Nicolas Brieu, Jovana Serbanovic-Canic, Ana Cvejic, Derek L. Stemple, Willem H. Ouwehand, Nassir Navab, Martin Groher

Proceedings of the Medical Imaging 2010: Image Processing, 2010