Thomas Walter

87
Documents

Domaines de recherche

Bio-informatique [q-bio.QM] Vision par ordinateur et reconnaissance de formes [cs.CV]

Publications

Publications

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Identifying Patients With Low Relapse Rate Despite High-Risk Estrogen Receptor–Positive/Human Epidermal Growth Factor Receptor 2–Negative Early Breast Cancer: Development and Validation of a Clinicopathologic Assay

François-Clément Bidard , Grégoire Gessain , Thomas Bachelot , Lucie Frechin , Anne Vincent-Salomon et al.

Journal of Clinical Oncology, 2025, 43 (28), pp.3090-3101. ⟨10.1200/JCO-25-00742⟩

Article dans une revue hal-05230907v1
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Exploring the risks of over-reliance on AI in diagnostic pathology. What lessons can be learned to support the training of young pathologists?

Yaëlle Bellahsen-Harrar , Mélanie Lubrano , Charles Lépine , Aurélie Beaufrère , Claire Bocciarelli et al.

PLoS ONE, 2025, 20 (8), pp.e0323270. ⟨10.1371/journal.pone.0323270⟩

Article dans une revue inserm-05230192v1
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Integration of clinical, pathological, radiological, and transcriptomic data improves prediction for first-line immunotherapy outcome in metastatic non-small cell lung cancer

Nicolas Captier , Marvin Lerousseau , Fanny Orlhac , Narinée Hovhannisyan-Baghdasarian , Marie Luporsi et al.

Nature Communications, 2025, 16 (1), pp.614. ⟨10.1038/s41467-025-55847-5⟩

Article dans une revue hal-04950400v2

Cell-type deconvolution methods for spatial transcriptomics

Lucie Gaspard-Boulinc , Luca Gortana , Thomas Walter , Emmanuel Barillot , Florence Cavalli

Nature Reviews Genetics, 2025, ⟨10.1038/s41576-025-00845-y⟩

Article dans une revue hal-05230821v1
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A deep learning approach for time-consistent cell cycle phase prediction from microscopy data

Thomas Bonte , Oriane Pourcelot , Adham Safieddine , Floric Slimani , Florian Mueller et al.

PLoS Computational Biology, 2025, 21 (12), pp.e1013800. ⟨10.1371/journal.pcbi.1013800⟩

Article dans une revue hal-05458920v2

Erratum: Identifying Patients With Low Relapse Rate Despite High-Risk Estrogen Receptor–Positive/Human Epidermal Growth Factor Receptor 2–Negative Early Breast Cancer: Development and Validation of a Clinicopathologic Assay

François-Clément Bidard , Grégoire Gessain , Thomas Bachelot , Lucie Frechin , Anne Vincent-Salomon et al.

Journal of Clinical Oncology, 2025, 43 (32), pp.3547-3547. ⟨10.1200/JCO-25-02272⟩

Article dans une revue hal-05423679v1
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Trem2-expressing multinucleated giant macrophages are a biomarker of good prognosis in head and neck squamous cell carcinoma

Grégoire Gessain , Ahmed-Amine Anzali , Marvin Lerousseau , Kevin Mulder , Mathilde Bied et al.

Cancer Discovery, 2024, 14 (12), pp.2352-2366. ⟨10.1158/2159-8290.CD-24-0018⟩

Article dans une revue inserm-04729854v1
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Cell-cycle-dependent mRNA localization in P-bodies

Adham Safieddine , Marie-Noëlle Benassy , Thomas Bonte , Floric Slimani , Oriane Pourcelot et al.

Molecular Cell, 2024, 84 (21), pp.4191-4208.e7. ⟨10.1016/j.molcel.2024.09.011⟩

Article dans une revue hal-04787269v3
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pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging

Xavier Devos , Jean-Bernard Fiche , Marion Bardou , Olivier Messina , Christophe Houbron et al.

Genome Biology, 2024, 25 (1), pp.47. ⟨10.1186/s13059-024-03178-x⟩

Article dans une revue hal-04762623v1
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A point cloud segmentation framework for image-based spatial transcriptomics

Thomas Defard , Hugo Laporte , Mallick Ayan , Juliette Soulier , Sandra Curras-Alonso et al.

Communications Biology, 2024, 7 (1), pp.823. ⟨10.1038/s42003-024-06480-3⟩

Article dans une revue hal-04874000v1
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Pitfalls in machine learning‐based assessment of tumor‐infiltrating lymphocytes in breast cancer: A report of the International Immuno‐Oncology Biomarker Working Group on Breast Cancer

Jeppe Thagaard , Glenn Broeckx , David Page , Chowdhury Arif Jahangir , Sara Verbandt et al.

Journal of Pathology, 2023, 260 (5), pp.498-513. ⟨10.1002/path.6155⟩

Article dans une revue hal-04209913v1
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An interactive murine single-cell atlas of the lung responses to radiation injury

Sandra Curras-Alonso , Juliette Soulier , Thomas Defard , Christian Weber , Sophie Heinrich et al.

Nature Communications, 2023, 14 (1), pp.2445. ⟨10.1038/s41467-023-38134-z⟩

Article dans une revue hal-04092147v1

Utilisation de l’intelligence artificielle pour prédire le statut tumoral relatif à la recombinaison homologue

Tristan Lazard , Guillaume Bataillon , Thomas Walter , Anne Vincent Salomon

Médecine/Sciences, 2023, 39 (12), pp.926-928. ⟨10.1051/medsci/2023169⟩

Article dans une revue istex hal-04396381v1
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Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno‐Oncology Biomarker Working Group on Breast Cancer

David Page , Glenn Broeckx , Chowdhury Arif Jahangir , Sara Verbandt , Rajarsi Gupta et al.

Journal of Pathology, 2023, 260 (5), pp.514-532. ⟨10.1002/path.6165⟩

Article dans une revue hal-04209907v1
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Cell segmentation in images without structural fluorescent labels

Daniel Zyss , Susana A Ribeiro , Mary J C Ludlam , Thomas Walter , Amin Fehri

Biological Imaging, 2023, 3, pp.e16. ⟨10.1017/S2633903X23000168⟩

Article dans une revue hal-04396484v1
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HT-smFISH: a cost effective and flexible workflow for high-throughput single molecule RNA imaging

Adham Safieddine , Emeline Coleno , Frederic Lionneton , Abdel-Meneem Traboulsi , Soha Salloum et al.

Nature Protocols, 2023, 18, pp.157-187. ⟨10.1038/s41596-022-00750-2⟩

Article dans une revue hal-03834928v1
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Diagnosis with confidence: deep learning for reliable classification of laryngeal dysplasia

Mélanie Lubrano , Yaëlle Bellahsen-Harrar , Sylvain Berlemont , Sarah Atallah , Emmanuelle Vaz et al.

Histopathology, 2023, 84 (2), pp.343-355. ⟨10.1111/his.15067⟩

Article dans une revue hal-04396387v1
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Prediction of Treatment Response in Triple Negative Breast Cancer From Whole Slide Images

Peter Naylor , Tristan Lazard , Guillaume Bataillon , Marick Laé , Anne Vincent-Salomon et al.

Frontiers in Signal Processing, 2022, 2, ⟨10.3389/frsip.2022.851809⟩

Article dans une revue hal-03942865v1
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Neural network fast‐classifies biological images through features selecting to power automated microscopy

Maël Balluet , Florian Sizaire , Youssef El Habouz , Thomas Walter , Jérémy Pont et al.

Journal of Microscopy, 2022, 285 (1), pp.3-19. ⟨10.1111/jmi.13062⟩

Article dans une revue hal-03408803v1
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FISH-quant v2: a scalable and modular tool for smFISH image analysis

Arthur Imbert , Wei Ouyang , Adham Safieddine , Emeline Coleno , Christophe Zimmer et al.

RNA, 2022, 28 (6), pp.786-795. ⟨10.1261/rna.079073.121⟩

Article dans une revue hal-03942851v2

Deep learning identifies morphological patterns of homologous recombination deficiency in luminal breast cancers from whole slide images

Tristan Lazard , Guillaume Bataillon , Peter Naylor , Tatiana Popova , François-Clément Bidard et al.

Cell Reports Medicine, 2022, 3 (12), pp.100872. ⟨10.1016/j.xcrm.2022.100872⟩

Article dans une revue hal-03936608v1
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The kinesin KIF1C transports APC-dependent mRNAs to cell protrusions

Xavier Pichon , Konstadinos Moissoglu , Emeline Coleno , Tianhong Wang , Arthur Imbert et al.

RNA, 2021, pp.rna.078576.120. ⟨10.1261/rna.078576.120⟩

Article dans une revue hal-03371977v1

Spatial transcriptomics for respiratory research and medicine

Sandra Curras-Alonso , Juliette Soulier , Thomas Walter , Florian Mueller , Arturo Londoño-Vallejo et al.

European Respiratory Journal, 2021, 58 (1), pp.2004314. ⟨10.1183/13993003.04314-2020⟩

Article dans une revue hal-03376218v1
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A choreography of centrosomal mRNAs reveals a conserved localization mechanism involving active polysome transport

Adham Safieddine , Emeline Coleno , Soha Salloum , Arthur Imbert , Abdel-Meneem Traboulsi et al.

Nature Communications, 2021, 12 (1), pp.1352. ⟨10.1038/s41467-021-21585-7⟩

Article dans une revue hal-03014936v2
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A Dual Protein-mRNA Localization Screen Reveals Compartmentalized Translation and Widespread Co-translational RNA Targeting

Racha Chouaib , Adham Safieddine , Xavier Pichon , Arthur Imbert , Oh Sung Kwon et al.

Developmental Cell, 2020, 54 (6), pp.773 - 791.e5. ⟨10.1016/j.devcel.2020.07.010⟩

Article dans une revue pasteur-02925687v1
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Human lymphoid organ cDC2 and macrophages play complementary roles in T follicular helper responses

Mélanie Durand , Thomas Walter , Tiphène Pirnay , Thomas Naessens , Paul Guéguen et al.

Journal of Experimental Medicine, 2019, 216 (7), pp.1561-1581. ⟨10.1084/jem.20181994⟩

Article dans une revue hal-02440608v1
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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

Bioinformatics, 2019, ⟨10.1093/bioinformatics/btz774⟩

Article dans une revue hal-02440603v1

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

Peter Naylor , Marick Lae , Fabien Reyal , Thomas Walter

IEEE Transactions on Medical Imaging, 2018, pp.1-12

Article dans une revue hal-01984033v1
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A computational framework to study sub-cellular RNA localization

Aubin Samacoits , Racha Chouaib , Adham Safieddine , Abdel-Meneem Traboulsi , Christophe Zimmer et al.

Nature Communications, 2018, 9 (1), pp.4584. ⟨10.1038/s41467-018-06868-w⟩

Article dans une revue hal-01984014v1
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Kernel Multitask Regression for Toxicogenetics

Elsa Bernard , Yunlong Jiao , Erwan Scornet , Véronique Stoven , Thomas Walter et al.

Molecular Informatics, 2017, 36 (10), ⟨10.1002/minf.201700053⟩

Article dans une revue hal-01679030v1
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ARHGEF17 is an essential spindle assembly checkpoint factor that targets Mps1 to kinetochores.

Mayumi Isokane , Thomas Walter , Robert Mahen , Bianca Nijmeijer , Jean-Karim Hériché et al.

Journal of Cell Biology, 2016, 212 (6), pp.647-59. ⟨10.1083/jcb.201408089⟩

Article dans une revue hal-01427937v1
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smiFISH and FISH-quant - a flexible single RNA detection approach with super-resolution capability.

Nikolay Tsanov , Aubin Samacoits , Racha Chouaib , Abdel-Meneem Traboulsi , Thierry Gostan et al.

Nucleic Acids Research, 2016, ⟨10.1093/nar/gkw784⟩

Article dans une revue pasteur-01375913v1
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Assessment of algorithms for mitosis detection in breast cancer histopathology images

Mitko Veta , Paul J. Van Diest , Stefan M. Willems , Haibo Wang , Anant Madabhushi et al.

Medical Image Analysis, 2015, 20 (1), pp.237-248. ⟨10.1016/j.media.2014.11.010⟩

Article dans une revue hal-01246695v1
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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 et al.

Bioinformatics, 2015, 31 (12), pp.i320-i328. ⟨10.1093/bioinformatics/btv225⟩

Article dans une revue hal-01246689v1
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Waterpixels

Vaïa Machairas , Matthieu Faessel , David Cárdenas-Peña , Théodore Chabardes , Thomas Walter et al.

IEEE Transactions on Image Processing, 2015, 24 (11), pp.3707 - 3716. ⟨10.1109/TIP.2015.2451011⟩

Article dans une revue hal-01212760v1

Integration of biological data by kernels on graph nodes allows prediction of new genes involved in mitotic chromosome condensation

Jean-Karim Hériché , Jon G. Lees , Ian Morilla , Thomas Walter , Boryana Petrova et al.

Molecular Biology of the Cell, 2014, 25 (16), pp.2522-2536. ⟨10.1091/mbc.E13-04-0221⟩

Article dans une revue hal-01101877v1
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A community effort to assess and improve drug sensitivity prediction algorithms

James C Costello , Laura M Heiser , Elisabeth Georgii , Mehmet Gönen , Michael P Menden et al.

Nature Biotechnology, 2014, 32, pp.1202-1212. ⟨10.1038/nbt.2877⟩

Article dans une revue hal-01101874v1
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A Genomic Multiprocess Survey of Machineries that Control and Link Cell Shape, Microtubule Organization, and Cell-Cycle Progression

Veronika Graml , Xenia Studera , Jonathan L.D. Lawson , Anatole Chessel , Marco Geymonat et al.

Developmental Cell, 2014, 31 (2), pp.227-239. ⟨10.1016/j.devcel.2014.09.005⟩

Article dans une revue hal-01101880v1

MAP1S controls microtubule stability throughout the cell cycle in human cells

Justus Tegha-Dunghu , Elena Bausch , Beate Neumann , Annelie Wuensche , Thomas Walter et al.

Journal of Cell Science, 2014, 127, pp.5007-5013. ⟨10.1242/jcs.136457⟩

Article dans une revue hal-01101879v1
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Dynamical modelling of phenotypes in a genome-wide RNAi live-cell imaging assay.

Gregoire Pau , Thomas Walter , Beate Neumann , Jean-Karim Hériché , Jan Ellenberg et al.

BMC Bioinformatics, 2013, 14 (1), pp.308. ⟨10.1186/1471-2105-14-308⟩

Article dans une revue inserm-00880889v1

Mitotic lamin disassembly is triggered by lipid-mediated signaling.

Moritz Mall , Thomas Walter , Mátyás Gorjánácz , Iain F Davidson , Thi Bach Nga Ly-Hartig et al.

Journal of Cell Biology, 2012, 198 (6), pp.981-90

Article dans une revue hal-01428007v1

Micropilot: automation of fluorescence microscopy-based imaging for systems biology.

Christian Conrad , Annelie Wünsche , Tze Heng Tan , Jutta Bulkescher , Frank Sieckmann et al.

Nature Methods, 2011, 8 (3), pp.246-9

Article dans une revue hal-01430280v1

Automatic identification and clustering of chromosome phenotypes in a genome wide RNAi screen by time-lapse imaging.

Thomas Walter , Michael Held , Beate Neumann , Jean-Karim Hériché , Christian Conrad et al.

Journal of Structural Biology, 2010, 170 (1), pp.1-9

Article dans une revue hal-01427996v1

Evaluation of automated fundus photograph analysis algorithms for detecting microaneurysms, haemorrhages and exudates, and of a computer-assisted diagnostic system for grading diabetic retinopathy

Bénédicte Dupas , Thomas R. Walter , Ali Erginay , Richard Ordonez , Nilanjana Deb-Joardar et al.

Diabetes & Metabolism, 2010, 36 (3), pp.213-220. ⟨10.1016/j.diabet.2010.01.002⟩

Article dans une revue istex hal-00836043v1

Phenotypic profiling of the human genome by time-lapse microscopy reveals cell division genes

Beate Neumann , Thomas Walter , Jean-Karim Hériché , Jutta Bulkescher , Holger Erfle et al.

Nature, 2010, 464 (7289), pp.721. ⟨10.1038/nature08869⟩

Article dans une revue hal-01144034v1
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CellCognition: time-resolved phenotype annotation in high-throughput live cell imaging

Michael W Held , Michael W Schmitz , Bernd H Fischer , Thomas Walter , Beate H Neumann et al.

Nature Methods, 2010, 7, pp.747 - 754. ⟨10.1038/nmeth.1486⟩

Article dans une revue hal-01431427v1

Anti-angiogenic properties of myo-inositol trispyrophosphate in ovo and growth reduction of implanted glioma

J.-M. Lehn , G. Sihn , T. Walter , J.-C. Klein , I. Queguiner et al.

FEBS Letters, 2007, 581, pp.962-966. ⟨10.1016/j.febslet.2007.01.079⟩

Article dans une revue hal-00166409v1
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Light My Cells : Bright Field to Fluorescence Imaging Challenge 2024

Dorian Kauffmann , Emmanuel Faure , Guillaume Gay , Edouard Bertrand , Thomas Walter et al.

ISBI 2024 - 21st IEEE International Symposium on Biomedical Imaging, May 2024, Athenes, Greece. ⟨10.5281/zenodo.10687569⟩

Communication dans un congrès lirmm-04796737v1

Giga-SSL: Self-Supervised Learning for Gigapixel Images

Tristan Lazard , Marvin Lerousseau , Etienne Decencière , Thomas Walter

IEEE/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-04396498v1
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EXPERIMENTALLY-GENERATED GROUND TRUTH FOR DETECTING CELL TYPES IN AN IMAGE-BASED IMMUNOTHERAPY SCREEN

Joseph Boyd , Zelia Gouveia , Franck Perez , Thomas Walter

2020 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-02976141v1

A Deep Learning Approach To Identify MRNA Localization Patterns

Rémy Dubois , Arthur Imbert , Aubin Samacoits , Marion Peter , Edouard Bertrand et al.

2019 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-02343547v1
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Predicting Residual Cancer Burden in a triple negative breast cancer cohort

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

2019 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-02440647v1

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

IEEE International Symposium on Biomedical Imaging, Apr 2018, Washington, United States

Communication dans un congrès hal-01984323v1

Nuclei segmentation in histopathology images using deep neural networks

Peter Naylor , Marik Laé , Fabien Reyal , Thomas Walter

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), 2017, Melbourne, Australia

Communication dans un congrès hal-01683969v1
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NEW GENERAL FEATURES BASED ON SUPERPIXELS FOR IMAGE SEGMENTATION LEARNING

V Machairas , T Baldeweck , T Walter , Etienne Decencière

International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic

Communication dans un congrès hal-01276132v1

Spatial Repulsion Between Markers Improves Watershed Performance

Vaïa Machairas , Etienne Decencière , Thomas Walter

12th 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-01246692v1
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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 et al.

IEEE 12th International Symposium on Biomedical Imaging, Apr 2015, New York, United States. pp.4, ⟨10.1109/ISBI.2015.7163840⟩

Communication dans un congrès hal-02742630v1
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Waterpixels: Superpixels based on the watershed transformation

Vaïa Machairas , Etienne Decencière , Thomas Walter

IEEE International Conference On Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025882⟩

Communication dans un congrès hal-01139797v1
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MIPHEI-ViT: Multiplex Immunofluorescence Prediction from H&E Images using ViT Foundation Models

Guillaume Balezo , Roger Trullo , Albert Pla Planas , Etienne Decencière , Thomas Walter

2025

Pré-publication, Document de travail hal-05230838v1
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Efficient Fine-Tuning of DINOv3 Pretrained on Natural Images for Atypical Mitotic Figure Classification (MIDOG 2025 Task 2 Winner)

Guillaume Balezo , Hana Feki , Raphaël Bourgade , Lily Monnier , Matthieu Blons et al.

2026

Pré-publication, Document de travail hal-05463481v1
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Robust Pan-Cancer Mitotic Figure Detection with YOLOv12

Raphaël Bourgade , Guillaume Balezo , Hana Feki , Lily Monier , Matthieu Blons et al.

2026

Pré-publication, Document de travail hal-05463492v1
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RNA2seg: a generalist model for cell segmentation in image-based spatial transcriptomics

Thomas Defard , Alice Blondel , Sebastien Bellow , Anthony Coleon , Guilherme Dias de Melo et al.

2025

Pré-publication, Document de travail hal-05230880v1
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Cut-Detector: A Tool for Automated Temporal Analysis of Late Cytokinetic Events

Thomas Bonte , Lucas Dubois , Paul Gagna , Rayane Dibsy , Anđela Petrović et al.

2025

Pré-publication, Document de travail hal-05230503v1
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Deep Learning Bridges Histology and Transcriptomics to Predict Molecular Subtypes and Outcomes in Muscle-Invasive Bladder Cancer

Alice Blondel , Clémentine Krucker , Valentin Harter , Melissa da Silva , Clarice S Groeneveld et al.

2026

Pré-publication, Document de travail hal-05463469v1
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sCellST: a Multiple Instance Learning approach to predict single-cell gene expression from H&E images using spatial transcriptomics

Loïc Chadoutaud , Marvin Lerousseau , Daniel Herrero-Saboya , Julian Ostermaier , Jacqueline Fontugne et al.

2025

Pré-publication, Document de travail hal-04887129v1
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Interpretable Embeddings for Segmentation-Free Single-Cell Analysis in Multiplex Imaging

Simon Gutwein , Daria Lazic , Thomas Walter , Sabine Taschner-Mandl , Roxane Licandro

2025

Pré-publication, Document de travail hal-04984593v1
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Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology

Aurélie Beaufrère , Tristan Lazard , Rémy Nicolle , Gwladys Lubuela , Jérémy Augustin et al.

2025

Pré-publication, Document de travail hal-04887163v1
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AI-Augmented Pathology for Head and Neck Squamous Lesions Improves Non-HN Pathologist Agreement to Expert Level

Yaëlle Bellahsen-Harrar , Mélanie Lubrano , Charles Lépine , Aurélie Beaufrère , Claire Bocciarelli et al.

2024

Pré-publication, Document de travail hal-04396487v1
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Democratizing computational pathology: optimized Whole Slide Image representations for The Cancer Genome Atlas

Tristan Lazard , Marvin Lerousseau , Sophie Gardrat , Anne Vincent-Salomon , Marc-Henri Stern et al.

2024

Pré-publication, Document de travail hal-04396311v1
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PointFISH -- learning point cloud representations for RNA localization patterns

Arthur Imbert , Florian Mueller , Thomas Walter

2023

Pré-publication, Document de travail hal-04029994v1
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A point cloud segmentation framework for image-based spatial transcriptomics

Thomas Defard , Hugo Laporte , Mallick Ayan , Soulier Juliette , Sandra Curras-Alonso et al.

2024

Pré-publication, Document de travail hal-04396330v1
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Learning with minimal effort: leveraging in silico labeling for cell and nucleus segmentation

Thomas Bonte , Maxence Philbert , Emeline Coleno , Edouard Bertrand , Arthur Imbert et al.

2024

Pré-publication, Document de travail hal-04396531v1
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Simple and Efficient Confidence Score for Grading Whole Slide Images

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

2023

Pré-publication, Document de travail hal-04030031v1
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Giga-SSL: Self-Supervised Learning for Gigapixel Images

Tristan Lazard , Marvin Lerousseau , Etienne Decencière , Thomas Walter

2023

Pré-publication, Document de travail hal-04030020v1
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Diagnosis with Confidence: Deep Learning for Reliable Classification of Squamous Lesions of the Upper Aerodigestive Tract

Mélanie Lubrano , Yaëlle Bellahsen-Harrar , Sylvain Berlemont , Sarah Atallah , Emmanuelle Vaz et al.

2023

Pré-publication, Document de travail hal-03942781v1
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Automatic grading of cervical biopsies by combining full and self-supervision

Melanie Lubrano Di Scandalea , Tristan Lazard , Guillaume Balezo , Yaëlle Bellahsen-Harrar , Cécile Badoual et al.

2022

Pré-publication, Document de travail hal-03533712v1

Neural network for the prediction of treatment response in Triple Negative Breast Cancer *

Peter Naylor , Tristan Lazard , Guillaume Bataillon , Marick Lae , Anne Vincent-Salomon et al.

2022

Pré-publication, Document de travail hal-03633354v1

The kinesin KIF1C transports APC-dependent mRNAs to cell protrusions

Xavier Pichon , Konstadinos Moissoglu , Emeline Coleno , Tianhong Wang , Arthur Imbert et al.

2021

Pré-publication, Document de travail hal-03116720v1
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Deep Learning identifies new morphological patterns of Homologous Recombination Deficiency in luminal breast cancers from whole slide images

Tristan Lazard , Guillaume Bataillon , Peter Naylor , Tatiana Popova , François-Clément Bidard et al.

2021

Pré-publication, Document de travail hal-03533688v1

Neural network fast-classifies biological images using features selected after their random-forests-importance to power smart microscopy

Maël Balluet , Florian Sizaire , Thomas Walter , Jérémy Pont , Baptiste Giroux et al.

2020

Pré-publication, Document de travail hal-03065051v1
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A localization screen reveals translation factories and widespread co-translational RNA targeting

Racha Chouaib , Adham Safieddine , Xavier Pichon , Arthur Imbert , Oh Sung Kwon et al.

2020

Pré-publication, Document de travail pasteur-02873144v1
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Bioimage Informatics for Phenomics

Thomas Walter

Bioinformatics [q-bio.QM]. Sorbonne Université, 2020

HDR tel-02981391v1

Learning with minimal effort: leveraging in silico labeling for cell and nucleus segmentation

Thomas Bonte , Maxence Philbert , Emeline Coleno , Edouard Bertrand , Arthur Imbert et al.

ECCV 2022 proceedings (Bio-image computing workshop), ECCV 2022 proceedings (Bio-image computing workshop), 2023

Proceedings/Recueil des communications hal-03935104v1

PointFISH: Learning Point Cloud Representations for RNA Localization Patterns

Arthur Imbert , Florian Mueller , Thomas Walter

European 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-04029169v1

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

Thomas Bonte , Maxence Philbert , Emeline Coleno , Edouard Bertrand , Arthur Imbert et al.

ECCV 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-04029154v1

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

Mélanie Lubrano , Tristan Lazard , Guillaume Balezo , Yaëlle Bellahsen-Harrar , Cécile Badoual et al.

13807, 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-04029228v1