Nicolas Brieu

21 papers B 2Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Auxiliary Cyclegan-Guided Task-Aware Domain Translation from Duplex to Monoplex IHC Images.
ISBI
Nicolas Brieu, Nicolas Triltsch, Philipp Wortmann, Dominik Winter, Shashank Saran, Marlon Rebelatto, Günter Schmidt
2025 J jnl
MSDM: Generating Task-Specific Pathology Images with a Multimodal Conditioned Diffusion Model for Cell and Nuclei Segmentation.
CoRR
Dominik Winter, Mai Bui, Monica Azqueta-Gavaldon, Nicolas Triltsch, Marco Rosati, Nicolas Brieu
2025 — conf
Utilizing Mask-Guided Cross-Image Attention for Zero-Shot In-Silico Histopathologic Image Generation with a Diffusion Model.
ISBI
Dominik Winter, Nicolas Triltsch, Marco Rosati, Anatoliy Shumilov, Ziya Kokaragac, Yuri Popov, Thomas Padel, Laura Sebastian Monasor, Ross Hill, Markus Schick, Nicolas Brieu
2024 J jnl
Auxiliary CycleGAN-guidance for Task-Aware Domain Translation from Duplex to Monoplex IHC Images.
CoRR
Nicolas Brieu, Nicolas Triltsch, Philipp Wortmann, Dominik Winter, Shashank Saran, Marlon Rebelatto, Günter Schmidt
2024 J jnl
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model.
CoRR
Dominik Winter, Nicolas Triltsch, Marco Rosati, Anatoliy Shumilov, Ziya Kokaragac, Yuri Popov, Thomas Padel, Laura Sebastian Monasor, Ross Hill, Markus Schick, Nicolas Brieu
2024 J jnl
ReStainGAN: Leveraging IHC to IF Stain Domain Translation for in-silico Data Generation.
CoRR
Dominik Winter, Nicolas Triltsch, Philipp Plewa, Marco Rosati, Thomas Padel, Ross Hill, Markus Schick, Nicolas Brieu
2022 J jnl
Stain Isolation-based Guidance for Improved Stain Translation.
CoRR
Nicolas Brieu, Felix J. Segerer, Ansh Kapil, Philipp Wortmann, Günter Schmidt
2021 J jnl
Domain Adaptation-Based Deep Learning for Automated Tumor Cell (TC) Scoring and Survival Analysis on PD-L1 Stained Tissue Images.
IEEE Trans. Medical Imaging
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
2020 J jnl
Graph-based description of tertiary lymphoid organs at single-cell level.
PLoS Comput. Biol.
Nadine S. Schaadt, Ralf Schönmeyer, Germain Forestier, Nicolas Brieu, Peter Braubach, Katharina Nekolla, Michael Meyer-Hermann, Friedrich Feuerhake
2019 J jnl
DASGAN - Joint Domain Adaptation and Segmentation for the Analysis of Epithelial Regions in Histopathology PD-L1 Images.
CoRR
Ansh Kapil, Tobias Wiestler, Simon Lanzmich, Abraham Silva, Keith Steele, Marlon Rebelatto, Günter Schmidt, Nicolas Brieu
2019 J jnl
Domain Adaptation-based Augmentation for Weakly Supervised Nuclei Detection.
CoRR
Nicolas Brieu, Armin Meier, Ansh Kapil, Ralf Schönmeyer, Christos G. Gavriel, Peter D. Caie, Günter Schmidt
2018 — conf
Context-based interpolation of coarse deep learning prediction maps for the segmentation of fine structures in immunofluorescence images.
Digital Pathology
Nicolas Brieu, Christos G. Gavriel, David J. Harrison, Peter D. Caie, Günter Schmidt
2018 J jnl
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies.
CoRR
Ansh Kapil, Armin Meier, Aleksandra Zuraw, Keith Steele, Marlon Rebelatto, Günter Schmidt, Nicolas Brieu
2017 — conf
Learning size adaptive local maxima selection for robust nuclei detection in histopathology images.
ISBI
Nicolas Brieu, Günter Schmidt
2016 B conf
Slide-specific models for segmentation of differently stained digital histopathology whole slide images.
Image Processing
Nicolas Brieu, Olivier Pauly, Johannes Zimmermann, Gerd Karl Binnig, Günter Schmidt
2015 — conf
Automated Whole Slide Analysis of Differently Stained and Co-Registered Tissue Sections.
Bildverarbeitung für die Medizin
Ralf Schönmeyer, Nicolas Brieu, Nadine S. Schaadt, Friedrich Feuerhake, Günter Schmidt, Gerd Karl Binnig
2012 — conf
Automatic segmentation and tracking of thrombus formation within in vitro microscopic video sequences.
ISBI
Loïc Peter, Nicolas Brieu, Sjoert B. G. Jansen, Peter A. Smethurst, Willem H. Ouwehand, Nassir Navab
2012 — —
Image-based Characterization of Thrombus Formation in Time-lapse DIC Microscopy: Segmentation under Low Contrast and Highly Dynamic Imaging Conditions.
Nicolas Brieu
2012 J jnl
Image-based characterization of thrombus formation in time-lapse DIC microscopy.
Medical Image Anal.
Nicolas Brieu, Nassir Navab, Jovana Serbanovic-Canic, Willem H. Ouwehand, Derek L. Stemple, Ana Cvejic, Martin Groher
2011 — conf
Joint Thrombus and Vessel Segmentation Using Dynamic Texture Likelihoods and Shape Prior.
MICCAI (3)
Nicolas Brieu, Martin Groher, Jovana Serbanovic-Canic, Ana Cvejic, Willem H. Ouwehand, Nassir Navab
2010 B conf
Thrombus segmentation by texture dynamics from microscopic image sequences.
Image Processing
Nicolas Brieu, Jovana Serbanovic-Canic, Ana Cvejic, Derek L. Stemple, Willem H. Ouwehand, Nassir Navab, Martin Groher