Cédric Wemmert

Knowl. Based Syst., October, 2023

Comparison of deep learning architectures for colon cancer mutation detection.

[BibT_eX]

[DOI]

François Ghiringhelli

Michel Hassenforder

Pierre-Alain Muller

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Deep learning methods evaluation to predict air quality based on Computational Fluid Dynamics.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Data augmentation based on spatial deformations for histopathology: An evaluation in the context of glomeruli segmentation.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2022

Generation of synthetic training data for SEEG electrodes segmentation.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2022

CycleGAN for virtual stain transfer: Is seeing really believing?

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2022

Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation.

[BibT_eX]

[DOI]

François Ghiringhelli

Artif. Intell. Medicine, 2022

Ensemble Clustering for Histopathological Images Segmentation using Convolutional Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Conditional image synthesis for improved segmentation of glomeruli in renal histopathological images.

[BibT_eX]

[DOI]

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks.

[BibT_eX]

[DOI]

Jelica Vasiljevic

Friedrich Feuerhake

Neurocomputing, 2021

An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology.

[BibT_eX]

[DOI]

Odyssée Merveille

Comput. Methods Programs Biomed., 2021

Deep learning for colon cancer histopathological images analysis.

[BibT_eX]

[DOI]

François Ghiringhelli

Comput. Biol. Medicine, 2021

Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings.

[BibT_eX]

[DOI]

Jelica Vasiljevic

Friedrich Feuerhake

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images.

[BibT_eX]

[DOI]

Odyssée Merveille

CoRR, 2020

Real-Time Detection of Glomeruli in Renal Pathology.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Strategies for Training Stain Invariant CNNS.

[BibT_eX]

[DOI]

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

Ensemble Of Neural Networks For High Endothelial Venules Detection In Meca-79 Immunohistochemistry Images.

[BibT_eX]

[DOI]

Arnaud Abreu

Camille Franchet

François-Xavier Frenois

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

2018

Collaborative clustering: Why, when, what and how.

[BibT_eX]

[DOI]

Inf. Fusion, 2018

Role of Task Complexity and Training in Crowdsourced Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Model-based graph segmentation in 2-D fluorescence microsecopy images.

[BibT_eX]

[DOI]

Arnaud Abreu

François-Xavier Frenois

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities.

[BibT_eX]

[DOI]

Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 2017

Optimal cut in minimum spanning trees for 3-D cell nuclei segmentation.

[BibT_eX]

[DOI]

Arnaud Abreu

François-Xavier Frenois

Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 2017

2016

Semi-supervised learning using multiple clusterings with limited labeled data.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Detection of lobular structures in normal breast tissue.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2016

2015

A Layered Architecture for a Fuzzy Semantic Approach for Satellite Image Analysis.

[BibT_eX]

[DOI]

Cecilia Zanni-Merk

Stella Marc-Zwecker

François de Bertrand de Beuvron

Int. J. Knowl. Syst. Sci., 2015

Synthesizing whole slide images.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

2014

Template-Based Hierarchical Building Extraction.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

Efficient Region-based Classification for Whole Slide Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2014

Fast Segmentation for Texture-based Cartography of whole Slide Images.

[BibT_eX]

[DOI]

Proceedings of the VISAPP 2014, 2014

A Fuzzy-Rule Based Ontology for Urban Object Recognition.

[BibT_eX]

[DOI]

Stella Marc-Zwecker

Khalid Asnoune

Proceedings of the KEOD 2014, 2014

Apprentissage de règles floues pour caractériser des objets d'intérêt dans une image de télédétection.

[BibT_eX]

[DOI]

Proceedings of the Fouille de Données Complexes, 2014, 2014

2013

Coastal image interpretation using background knowledge and semantics.

[BibT_eX]

[DOI]

François de Bertrand de Beuvron

Anne Puissant

Comput. Geosci., 2013

Towards a Semi-automatic Semantic Approach for Satellite Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Learning fuzzy rules to characterize objects of interest from remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Stain unmixing in brightfield multiplexed immunohistochemistry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Approche orientée objet sémantique et coopérative pour la classification des images de zones urbaines à très haute résolution.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012

Knowledge-based region labeling for remote sensing image interpretation.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2012

Hierarchical Classification-Based Region Growing (HCBRG): A Collaborative Approach for Object Segmentation and Classification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Hierarchical classification-based radon road extraction (HCBRRE).

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

2011

SLEMC : Apprentissage semi-supervisé enrichi par de multiples clusterings.

[BibT_eX]

[DOI]

Proceedings of the Fouille de données complexes. Complexité liée aux données multiples, 2011

2010

Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

Collaborative clustering with background knowledge.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2010

Background Knowledge Integration in Clustering Using Purity Indexes.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, 2010

Towards conflict resolution in collaborative clustering.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

Comparaison de critères de pureté pour l'intégration de connaissances en clustering semi-supervisé.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2009

Improving Supervised Learning with Multiple Clusterings.

[BibT_eX]

[DOI]

Sébastien Derivaux

Proceedings of the Applications of Supervised and Unsupervised Ensemble Methods, 2009

Multiresolution Remote Sensing Image Clustering.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2009

Mining Multiple Satellite Sensor Data Using Collaborative Clustering.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

2008

Multisource Images Analysis Using Collaborative Clustering.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

On Combining Unsupervised Classification and Ontology Knowledge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Semi-supervised Collaborative Clustering with Partial Background Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Interprétation d'images basée sur une approche évolutive guidée par une ontologie.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

An Evolutionary Approach for Ontology Driven Image Interpretation.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2008

2007

Collaborative multi-step mono-level multi-strategy classification.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2007

On the complementarity of an ontology and a nearest neighbour classifier for remotely sensed image interpretation.

[BibT_eX]

[DOI]

Sébastien Derivaux

Nicolas Durand

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Ontology-Based Object Recognition for Remote Sensing Image Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2005

Collaborative multi-strategy classification: application to per-pixel analysis of images.

[BibT_eX]

[DOI]

Proceedings of the 6th international workshop on Multimedia data mining, 2005

2000

A Collaborative Approach to Combine Multiple Learning Methods.

[BibT_eX]

[DOI]

Jerzy J. Korczak

Int. J. Artif. Intell. Tools, 2000

1999

An Unsupervised Collaborative Learning Method to Refine Classification Hierarchies.

[BibT_eX]

[DOI]