Thomas Walter

According to our database, Thomas Walter authored at least 28 papers between 2001 and 2023.

Collaborative distances:

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

2023

Simple and Efficient Confidence Score for Grading Whole Slide Images.

Mélanie Lubrano, Yaëlle Bellahsen-Harrar, Rutger Fick, Cécile Badoual, Thomas Walter

CoRR, 2023

PointFISH - learning point cloud representations for RNA localization patterns.

Arthur Imbert, Florian Mueller, Thomas Walter

CoRR, 2023

Simple and Efficient Confidence Score for Grading Whole Slide Images.

Mélanie Lubrano, Yaëlle Bellahsen-Harrar, Rutger R. H. Fick, Cécile Badoual, Thomas Walter

Proceedings of the Medical Imaging with Deep Learning, 2023

Giga-SSL: Self-Supervised Learning for Gigapixel Images.

Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Segmentation of Nuclei in Histopathology Images by deep regression of the distance map.

Peter Naylor, Marick Laé, Fabien Reyal, Thomas Walter

Dataset, May, 2022

Automatic Grading of Cervical Biopsies by Combining Full and Self-supervision.

Mélanie Lubrano, Tristan Lazard, Guillaume Balezo, Yaëlle Bellahsen-Harrar, Cécile Badoual, Sylvain Berlemont, Thomas Walter

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

PointFISH: Learning Point Cloud Representations for RNA Localization Patterns.

Arthur Imbert, Florian Müller, Thomas Walter

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Learning with Minimal Effort: Leveraging in Silico Labeling for Cell and Nucleus Segmentation.

Thomas Bonte, Maxence Philbert, Emeline Coleno, Edouard Bertrand, Arthur Imbert, Thomas Walter

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2020

Domain-invariant features for mechanism of action prediction in a multi-cell-line drug screen.

Joseph Boyd, Alice Pinheiro, Elaine Del Nery, Fabien Reyal, Thomas Walter

Bioinform., 2020

Experimentally-Generated Ground Truth for Detecting Cell Types in an Image-Based Immunotherapy Screen.

Joseph Boyd, Zelia Gouveia, Franck Perez, Thomas Walter

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance Map.

Peter Naylor, Marick Lae, Fabien Reyal, Thomas Walter

IEEE Trans. Medical Imaging, 2019

Predicting Residual Cancer Burden In A Triple Negative Breast Cancer Cohort.

Peter Naylor, Joseph Boyd, Marick Laé, Fabien Reyal, Thomas Walter

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

A Deep Learning Approach To Identify MRNA Localization Patterns.

Rémy Dubois, Arthur Imbert, Aubin Samacoïts, Marion Peter, Edouard Bertrand, Florian Müller, Thomas Walter

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Analysing double-strand breaks in cultured cells for drug screening applications by causal inference.

Joseph Boyd, Alice Pinhiero, Elaine Del Nery, Fabien Reyal, Thomas Walter

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Nuclei segmentation in histopathology images using deep neural networks.

Peter Naylor, Marick Lae, Fabien Reyal, Thomas Walter

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

2016

New general features based on superpixels for image segmentation learning.

Vaïa Machairas, Thérèse Baldeweck, Thomas Walter, Etienne Decencière

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Waterpixels.

Vaïa Machairas, Matthieu Faessel, David Cárdenas-Peña, Théodore Chabardès, Thomas Walter, Etienne Decencière

IEEE Trans. Image Process., 2015

Assessment of algorithms for mitosis detection in breast cancer histopathology images.

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, Faik 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

Medical Image Anal., 2015

A generic methodological framework for studying single cell motility in high-throughput time-lapse data.

Alice Schoenauer Sebag, Sandra Plancade, Céline Raulet-Tomkiewicz, Robert Barouki, Jean-Philippe Vert, Thomas Walter

Bioinform., 2015

Spatial Repulsion Between Markers Improves Watershed Performance.

Vaïa Machairas, Etienne Decencière, Thomas Walter

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Infering an ontology of single cell motions from high-throughput microscopy data.

Alice Schoenauer Sebag, Sandra Plancade, Céline Raulet-Tomkiewicz, Robert Barouki, Jean-Philippe Vert, Thomas Walter

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

Waterpixels: Superpixels based on the watershed transformation.

Vaïa Machairas, Etienne Decencière, Thomas Walter

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Dynamical modelling of phenotypes in a genome-wide RNAi live-cell imaging assay.

Grégoire Pau, Thomas Walter, Beate Neumann, Jean-Karim Hériché, Jan Ellenberg, Wolfgang Huber

BMC Bioinform., 2013

2008

A genome wide RNAI screen by time lapse microscopy in order to identify mitotic genes - computational aspects and challenges.

Thomas Walter, Michael Held, Beate Neumann, Jean-Karim Hériché, Christian Conrad, Rainer Pepperkok, Jan Ellenberg

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007

Automatic detection of microaneurysms in color fundus images.

Thomas Walter, Pascale Massin, Ali Erginay, Richard Ordonez, Clotilde Jeulin, Jean-Claude Klein

Medical Image Anal., 2007

2002

A Contribution of Image Processing to the Diagnosis of Diabetic Retinopathy - Detection of Exudates in Color Fundus Images of the Human Retina.

Thomas Walter, Jean-Claude Klein, Pascale Massin, Ali Erginay

IEEE Trans. Medical Imaging, 2002

Automatic Detection of Microaneurysms in Color Fundus Images of the Human Retina by Means of the Bounding Box Closing.

Thomas Walter, Jean-Claude Klein

Proceedings of the Medical Data Analysis, Third International Symposium, 2002

2001

Segmentation of Color Fundus Images of the Human Retina: Detection of the Optic Disc and the Vascular Tree Using Morphological Techniques.

Thomas Walter, Jean-Claude Klein

Proceedings of the Medical Data Analysis, Second International Symposium, 2001