Thomas Walter

Orcid: 0000-0001-7419-7879

Affiliations:

MINES ParisTech / Institut Curie, Centre for Computational Biology (CBIO), France
EMBL Heidelberg, Germany (former)

According to our database¹, Thomas Walter authored at least 28 papers between 2001 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2023

Simple and Efficient Confidence Score for Grading Whole Slide Images.

[BibT_eX]

[DOI]

Mélanie Lubrano

Yaëlle Bellahsen-Harrar

Rutger Fick

Cécile Badoual

Thomas Walter

CoRR, 2023

PointFISH - learning point cloud representations for RNA localization patterns.

[BibT_eX]

[DOI]

Arthur Imbert

Florian Mueller

Thomas Walter

CoRR, 2023

Simple and Efficient Confidence Score for Grading Whole Slide Images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Dataset, May, 2022

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Bioinform., 2020

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

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

[BibT_eX]

[DOI]

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

A Deep Learning Approach To Identify MRNA Localization Patterns.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2017

Nuclei segmentation in histopathology images using deep neural networks.

[BibT_eX]

[DOI]

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

2016

New general features based on superpixels for image segmentation learning.

[BibT_eX]

[DOI]

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

2015

Waterpixels.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

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

[BibT_eX]

[DOI]

Medical Image Anal., 2015

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

[BibT_eX]

[DOI]

Alice Schoenauer Sebag

Sandra Plancade

Céline Raulet-Tomkiewicz

Robert Barouki

Jean-Philippe Vert

Thomas Walter

Bioinform., 2015

Spatial Repulsion Between Markers Improves Watershed Performance.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

2008

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

[BibT_eX]

[DOI]

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

2007

Automatic detection of microaneurysms in color fundus images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2002

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Thomas Walter

Jean-Claude Klein

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

Thomas Walter

Timeline

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