
Thomas Walter
77
Documents
Domaines de recherche
Bio-informatique [q-bio.QM]
Vision par ordinateur et reconnaissance de formes [cs.CV]
Publications
Publications
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Light My Cells : Bright Field to Fluorescence Imaging Challenge 2024ISBI 2024 - 21st IEEE International Symposium on Biomedical Imaging, May 2024, Athenes, Greece. ⟨10.5281/zenodo.10687569⟩
Communication dans un congrès
lirmm-04796737
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Giga-SSL: Self-Supervised Learning for Gigapixel ImagesIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2023, Vancouver (CA), Canada. ⟨10.1109/CVPRW59228.2023.00453⟩
Communication dans un congrès
hal-04396498
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EXPERIMENTALLY-GENERATED GROUND TRUTH FOR DETECTING CELL TYPES IN AN IMAGE-BASED IMMUNOTHERAPY SCREEN2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), Apr 2020, Iowa City, United States. pp.886-890, ⟨10.1109/ISBI45749.2020.9098696⟩
Communication dans un congrès
hal-02976141
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A Deep Learning Approach To Identify MRNA Localization Patterns2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venice, France. pp.1386-1390, ⟨10.1109/ISBI.2019.8759235⟩
Communication dans un congrès
hal-02343547
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Predicting Residual Cancer Burden in a triple negative breast cancer cohort2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venice, Italy. pp.933-937, ⟨10.1109/ISBI.2019.8759205⟩
Communication dans un congrès
hal-02440647
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ANALYSING DOUBLE-STRAND BREAKS IN CULTURED CELLS FOR DRUG SCREENING APPLICATIONS BY CAUSAL INFERENCEIEEE International Symposium on Biomedical Imaging, Apr 2018, Washington, United States
Communication dans un congrès
hal-01984323
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Nuclei segmentation in histopathology images using deep neural networks2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), 2017, Melbourne, Australia
Communication dans un congrès
hal-01683969
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NEW GENERAL FEATURES BASED ON SUPERPIXELS FOR IMAGE SEGMENTATION LEARNINGInternational Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic
Communication dans un congrès
hal-01276132
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Spatial Repulsion Between Markers Improves Watershed Performance12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015, May 2015, Reykjavik, Iceland. pp.194-202, ⟨10.1007/978-3-319-18720-4_17⟩
Communication dans un congrès
hal-01246692
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Infering an ontology of single cell motions from high-throughput microscopy dataIEEE 12th International Symposium on Biomedical Imaging, Apr 2015, New York, United States. pp.4, ⟨10.1109/ISBI.2015.7163840⟩
Communication dans un congrès
hal-02742630
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Waterpixels: Superpixels based on the watershed transformationIEEE International Conference On Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025882⟩
Communication dans un congrès
hal-01139797
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Prediction of BRCAness/Homologous Recombination Deficiency of Breast Tumors on Digitalized SlidesFrance, Patent n° : 18292903. 2024
Brevet
hal-04842499
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Bioimage Informatics for PhenomicsBioinformatics [q-bio.QM]. Sorbonne Université, 2020
HDR
tel-02981391
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Learning with minimal effort: leveraging in silico labeling for cell and nucleus segmentationECCV 2022 proceedings (Bio-image computing workshop), ECCV 2022 proceedings (Bio-image computing workshop), 2023
Proceedings/Recueil des communications
hal-03935104
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PointFISH: Learning Point Cloud Representations for RNA Localization PatternsEuropean Conference on Computer Vision, ECCV 2022 Workshops. Lecture Notes in Computer Science, 13804, Springer Nature, pp.487-502, 2023, Lecture Notes in Computer Science, 978-3-031-25069-9. ⟨10.1007/978-3-031-25069-9_32⟩
Proceedings/Recueil des communications
hal-04029169
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Learning with Minimal Effort: Leveraging in Silico Labeling for Cell and Nucleus SegmentationECCV 2022 Workshops. Lecture Notes in Computer Science, 13804, Springer Nature Switzerland, pp.423-436, 2023, Lecture Notes in Computer Science, 978-3-031-25068-2. ⟨10.1007/978-3-031-25069-9_28⟩
Proceedings/Recueil des communications
hal-04029154
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Automatic Grading of Cervical Biopsies by Combining Full and Self-supervision13807, Springer Nature Switzerland, pp.408-423, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-25082-8_27⟩
Proceedings/Recueil des communications
hal-04029228
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