Thomas Walter

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 16

Top Topics

Histopathology Images

Top Venues

ECCV Workshops (4)

Publications

Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
Giga-SSL: Self-Supervised Learning for Gigapixel Images. CVPR Workshops (2023)
Mélanie Lubrano, Yaëlle Bellahsen-Harrar, Rutger Fick, Cécile Badoual, Thomas Walter
Simple and Efficient Confidence Score for Grading Whole Slide Images. CoRR (2023)
Thomas Bonte, Maxence Philbert, Emeline Coleno, Edouard Bertrand, Arthur Imbert, Thomas Walter
Learning with minimal effort: leveraging in silico labeling for cell and nucleus segmentation. CoRR (2023)
Arthur Imbert, Florian Mueller, Thomas Walter
PointFISH - learning point cloud representations for RNA localization patterns. CoRR (2023)
Arthur Imbert, Florian Müller, Thomas Walter
PointFISH: Learning Point Cloud Representations for RNA Localization Patterns. ECCV Workshops (4) (2022)
Thomas Bonte, Maxence Philbert, Emeline Coleno, Edouard Bertrand, Arthur Imbert, Thomas Walter
Learning with Minimal Effort: Leveraging in Silico Labeling for Cell and Nucleus Segmentation. ECCV Workshops (4) (2022)
Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
Giga-SSL: Self-Supervised Learning for Gigapixel Images. CoRR (2022)
Mélanie Lubrano, Tristan Lazard, Guillaume Balezo, Yaëlle Bellahsen-Harrar, Cécile Badoual, Sylvain Berlemont, Thomas Walter
Automatic Grading of Cervical Biopsies by Combining Full and Self-supervision. ECCV Workshops (7) (2022)
Joseph Boyd, Alice Pinheiro, Elaine Del Nery, Fabien Reyal, Thomas Walter
Domain-invariant features for mechanism of action prediction in a multi-cell-line drug screen. Bioinform. 36 (5) (2020)
Joseph Boyd, Zelia Gouveia, Franck Perez, Thomas Walter
Experimentally-Generated Ground Truth for Detecting Cell Types in an Image-Based Immunotherapy Screen. ISBI (2020)
Peter Naylor, Joseph Boyd, Marick Laé, Fabien Reyal, Thomas Walter
Predicting Residual Cancer Burden In A Triple Negative Breast Cancer Cohort. ISBI (2019)
Rémy Dubois, Arthur Imbert, Aubin Samacoïts, Marion Peter, Edouard Bertrand, Florian Müller, Thomas Walter
A Deep Learning Approach To Identify MRNA Localization Patterns. ISBI (2019)
Peter Naylor, Marick Lae, Fabien Reyal, Thomas Walter
Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance Map. IEEE Trans. Medical Imaging 38 (2) (2019)
Joseph Boyd, Alice Pinhiero, Elaine Del Nery, Fabien Reyal, Thomas Walter
Analysing double-strand breaks in cultured cells for drug screening applications by causal inference. ISBI (2018)
Peter Naylor, Marick Lae, Fabien Reyal, Thomas Walter
Nuclei segmentation in histopathology images using deep neural networks. ISBI (2017)
Vaïa Machairas, Thérèse Baldeweck, Thomas Walter, Etienne Decencière
New general features based on superpixels for image segmentation learning. ISBI (2016)
Alice Schoenauer Sebag, Sandra Plancade, Céline Raulet-Tomkiewicz, Robert Barouki, Jean-Philippe Vert, Thomas Walter
Infering an ontology of single cell motions from high-throughput microscopy data. ISBI (2015)
Vaïa Machairas, Etienne Decencière, Thomas Walter
Spatial Repulsion Between Markers Improves Watershed Performance. ISMM (2015)
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim
Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Anal. 20 (1) (2015)
Alice Schoenauer Sebag, Sandra Plancade, Céline Raulet-Tomkiewicz, Robert Barouki, Jean-Philippe Vert, Thomas Walter
A generic methodological framework for studying single cell motility in high-throughput time-lapse data. Bioinform. 31 (12) (2015)
Vaïa Machairas, Matthieu Faessel, David Cárdenas-Peña, Théodore Chabardès, Thomas Walter, Etienne Decencière
Waterpixels. IEEE Trans. Image Process. 24 (11) (2015)
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim
Assessment of algorithms for mitosis detection in breast cancer histopathology images. CoRR (2014)
Vaïa Machairas, Etienne Decencière, Thomas Walter
Waterpixels: Superpixels based on the watershed transformation. ICIP (2014)
Grégoire Pau, Thomas Walter, Beate Neumann, Jean-Karim Hériché, Jan Ellenberg, Wolfgang Huber
Dynamical modelling of phenotypes in a genome-wide RNAi live-cell imaging assay. BMC Bioinform. 14 (2013)
Thomas Walter, Michael Held, Beate Neumann, Jean-Karim Hériché, Christian Conrad, Rainer Pepperkok, Jan Ellenberg
A genome wide RNAI screen by time lapse microscopy in order to identify mitotic genes - computational aspects and challenges. ISBI (2008)
Thomas Walter, Pascale Massin, Ali Erginay, Richard Ordonez, Clotilde Jeulin, Jean-Claude Klein
Automatic detection of microaneurysms in color fundus images. Medical Image Anal. 11 (6) (2007)
Thomas Walter, Jean-Claude Klein, Pascale Massin, Ali Erginay
A Contribution of Image Processing to the Diagnosis of Diabetic Retinopathy - Detection of Exudates in Color Fundus Images of the Human Retina. IEEE Trans. Medical Imaging 21 (10) (2002)
Thomas Walter, Jean-Claude Klein
Automatic Detection of Microaneurysms in Color Fundus Images of the Human Retina by Means of the Bounding Box Closing. ISMDA (2002)
Thomas Walter, Jean-Claude Klein
Segmentation of Color Fundus Images of the Human Retina: Detection of the Optic Disc and the Vascular Tree Using Morphological Techniques. ISMDA (2001)