
Pierre-Henri Conze
104
Documents
Publications
Publications
Advancing treatment response assessment of hepatic metastases using AI-driven volumetric analysisIEEE International Symposium on Biomedical Imaging, Apr 2025, Houston, United States
Communication dans un congrès
hal-04925751
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Instance-aware deep learning for liver metastasis segmentationIEEE International Symposium on Biomedical Imaging, Apr 2025, Houston, United States
Communication dans un congrès
hal-04925745
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Self super-resolution of anisotropic volumes in prostate MRI with normalized edge priorsICCR 2024: XXth International Conference on the use of Computers in Radiation therapy, Jul 2024, Lyon, France
Communication dans un congrès
hal-04714832
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One-sided unsupervised medical image synthesis with normalized edge consistencyISBI 2024: IEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635150⟩
Communication dans un congrès
hal-04437751
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Multi-modal PET/CT fusion for automated PD-L1 status prediction in lung cancerISBI 2024: IEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635750⟩
Communication dans un congrès
hal-04454064
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Learning transferability in deep segmentation of liver metastasesISBI 2024: IEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635479⟩
Communication dans un congrès
hal-04454053
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LaTiM: Longitudinal representation learning in continuous-time models to predict disease progressionInternational Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2024, Marrakech, Morocco
Communication dans un congrès
hal-04577059
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Deep vessel segmentation with joint multi-prior encodingISBI 2024: IEEE 21th International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635835⟩
Communication dans un congrès
hal-04454062
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Self super resolution for hepatic vessel CT segmentation2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD), Nov 2023, Vancouver, France. pp.1-1, ⟨10.1109/NSSMICRTSD49126.2023.10337892⟩
Communication dans un congrès
hal-04470666
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LMT: Longitudinal mixing training, a framework for the prediction of disease progression using a single imageInternational Workshop on Machine Learning in Medical Imaging, Oct 2023, Vancouver, Canada
Communication dans un congrès
hal-04183655
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Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentationISBI 2023: IEEE 20th International Symposium on Biomedical Imaging, Apr 2023, Cartagena de Indias, Colombia. ⟨10.1109/ISBI53787.2023.10230364⟩
Communication dans un congrès
hal-03953223
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Improved automatic diabetic retinopathy severity classification using deep multimodal fusion of UWF-CFP and OCTA imagesOMIA 2023: 10th International Workshop on Ophthalmic Medical Image Analysis, Oct 2023, Vancouver (Canada), Canada. pp.11-20, ⟨10.1007/978-3-031-44013-7_2⟩
Communication dans un congrès
hal-04169377
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Longitudinal self-supervised learning using neural ordinary differential equationInternational Workshop on Predictive Intelligence in Medicine, Oct 2023, Vancouver (Canada), Canada
Communication dans un congrès
hal-04171357
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Gait deviation change prediction for patients with gait disorders using artificial intelligenceIEEE Engineering in Medicine and Biology Conference, Jul 2023, Sydney, Australia
Communication dans un congrès
hal-04065712
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Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentationIEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897188⟩
Communication dans un congrès
hal-03706629
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Intégration d'à priori de forme semi-surcomplets pour la segmentation automatique du système vasculaireRITS, ISFGBM, May 2022, Brest, France
Communication dans un congrès
hal-04406111
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Pure versus hybrid Transformers for multi-modal brain tumor segmentation: a comparative studyIEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897658⟩
Communication dans un congrès
hal-03706627
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Comparing modern segmentation architectures under low data regime for PET-CT tumor segmentationNSM MIC 2022: IEEE Nuclear science symposium and medical imaging conference, Nov 2022, Milan, Italy
Communication dans un congrès
hal-04040739
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Detection of diabetic retinopathy using longitudinal self-supervised learningMICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore
Communication dans un congrès
hal-03737495
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Multimodal information fusion for glaucoma and diabetic retinopathy classificationMICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore
Communication dans un congrès
hal-03737508
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Detection of Diabetic Retinopathy Using Longitudinal Self-supervised LearningOMIA 2022: 9th International Workshop on Ophthalmic Medical Image Analysis Held in Conjunction with MICCAI 2022, Sep 2022, Singapore, Singapore. pp.43-52, ⟨10.1007/978-3-031-16525-2_5⟩
Communication dans un congrès
hal-04504392
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Deep treatment response assessment and prediction of colorectal cancer liver metastasesMICCAI 2022: International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore. pp.482-491, ⟨10.1007/978-3-031-16437-8_46⟩
Communication dans un congrès
hal-03705507
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Mapping the ocular surface from monocular videos with an application to dry eye disease gradingMICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore
Communication dans un congrès
hal-03737790
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Two-stage multi-scale mass segmentation from full mammogramsISBI 2021 : IEEE 18th International Symposium on Biomedical Imaging, Apr 2021, Nice, France. ⟨10.1109/ISBI48211.2021.9433946⟩
Communication dans un congrès
hal-03104432
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Multi-structure deep segmentation with shape priors and latent adversarial regularizationISBI 2021 : IEEE 18th International Symposium on Biomedical Imaging, Apr 2021, Nice, France. ⟨10.1109/ISBI48211.2021.9434104⟩
Communication dans un congrès
hal-03104429
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Deep active learning for dual-view mammogram analysisInternational Workshop on Machine Learning in Medical Imaging, Sep 2021, Strasbourg, France
Communication dans un congrès
hal-03319021
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Longitudinal detection of diabetic retinopathy early severity grade changes using deep learningOMIA 2021: 8th International Workshop on Ophthalmic Medical Image Analysis, Sep 2021, Strasbourg, France. ⟨10.1007/978-3-030-87000-3_2⟩
Communication dans un congrès
hal-03300941
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Multi-task, multi-domain deep segmentation with shared representations and contrastive regularization for sparse pediatric datasetsMICCAI 2021: International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2021, Strasbourg, France. ⟨10.1007/978-3-030-87193-2_23⟩
Communication dans un congrès
hal-03337397
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Synthetic tumor insertion using one-shot generative learning for cross-modal image segmentationIEEE Nuclear science symposium and medical imaging conference 2021, Oct 2021, Virtual, Japan
Communication dans un congrès
hal-03666614
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Synthèse de tumeurs par modèle génératif one-shot pour la segmentation inter-modale en imagerie médicaleORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Communication dans un congrès
hal-03339729
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Morphological-based microcalcification detection using adaptive thresholding and structural similarity indicesATSIP 2020 : 5th International Conference on Advanced Technologies for Signal & Image Processing, Sep 2020, Sousse, Tunisia. ⟨10.1109/ATSIP49331.2020.9231731⟩
Communication dans un congrès
hal-02478203
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Combining shape priors with conditional adversarial networks for improved scapula segmentation in MR imagesISBI 2020 : IEEE 17th International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States. ⟨10.1109/ISBI45749.2020.9098360⟩
Communication dans un congrès
hal-02430022
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Multi-tasking Siamese networks for breast mass detection using dual-view mammogram matchingMLMI 2020 : International Workshop on Machine Learning in Medical Imaging, Oct 2020, Lima, Peru. pp.312-321, ⟨10.1007/978-3-030-59861-7_32⟩
Communication dans un congrès
hal-02913535
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Efficient embedding network for 3D brain tumor segmentationBrainLes 2020: International MICCAI Brain Lesion Workshop, Oct 2020, Lima, Peru. pp.252-262, ⟨10.1007/978-3-030-72084-1_23⟩
Communication dans un congrès
hal-03165781
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A new conditional region growing approach for an accurate detection of microcalcifications from mammographic imagesBIBE 2020 : IEEE 20th International Conference on Bioinformatics And Bioengineering, Oct 2020, Cincinnati, United States. ⟨10.1109/BIBE50027.2020.00132⟩
Communication dans un congrès
hal-02915012
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Deep convolutional encoder-decoders for deltoid segmentation using healthy versus pathological learning transferabilityISBI 2019: IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/ISBI.2019.8759378⟩
Communication dans un congrès
hal-02121627
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Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammogramsIEEE International Engineering in Medicine and Biology Conference, Jul 2019, Berlin, Germany. ⟨10.1109/EMBC.2019.8857167⟩
Communication dans un congrès
hal-02178409
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Optical flow estimation in ocular endoscopy videos using flownet on simulated endoscopy dataISBI 2018 : IEEE International Symposium on Biomedical Imaging, Apr 2018, Washington, United States. pp.1463 - 1466, ⟨10.1109/ISBI.2018.8363848⟩
Communication dans un congrès
hal-02128752
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Long-term superpixel tracking using unsupervised learning and multi-step integrationATSIP 2018 : International Conference on Advanced Technologies for Signal and Image Processing, Mar 2018, Sousse, Tunisia. ⟨10.1109/ATSIP.2018.8364453⟩
Communication dans un congrès
hal-02128746
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Robust supervoxel matching combining mid-level spectral and context-rich featuresPatch-MI 2018 : International Workshop on Patch-based Techniques in Medical Imaging, Sep 2018, Grenade, Spain. pp.39 - 47, ⟨10.1007/978-3-030-00500-9_5⟩
Communication dans un congrès
hal-02128575
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Hierarchical Multi-Scale Supervoxel Matching using Random Forests for Automatic Semi-Dense Abdominal Image RegistrationISBI 2017 : IEEE 14th International Symphosium on Biomedical Imaging, Apr 2017, Melbourne, Australia. ⟨10.1109/ISBI.2017.7950567⟩
Communication dans un congrès
hal-01465421
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Random Forests on Hierarchical Multi-Scale Supervoxels for Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans.International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic
Communication dans un congrès
hal-01284631
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Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels6th International Workshop on Machine Learning in Medical Imaging (MLMI 2015), Oct 2015, Munich, Germany. pp.212-219, ⟨10.1007/978-3-319-24888-2_26⟩
Communication dans un congrès
hal-01214060
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Segmentation semi-automatique de tumeurs du foie en TDM dynamique pour l'estimation du taux de nécroseColloque GRETSI Traitement du Signal & des Images, GRETSI 2015, Sep 2015, Lyon, France
Communication dans un congrès
hal-01214068
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Dense long-term motion estimation via Statistical Multi-Step FlowInternational Conference on Computer Vision Theory and Applications, Jan 2014, Lisbon, Portugal. pp.138
Communication dans un congrès
hal-00910831
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Dense motion estimation between distant frames: combinatorial multi-step integration and statistical selectionIEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.3429
Communication dans un congrès
hal-00868251
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Estimation de mouvement dense entre images distantes : intégration combinatoire multi-steps et sélection statistiqueXXIVe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2013, Sep 2013, Brest, France. pp.427
Communication dans un congrès
hal-00859688
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Objective View Synthesis Quality AssessmentStereoscopic Displays and Applications, Jan 2012, San Francisco, United States. pp.8288-56
Communication dans un congrès
hal-00681304
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Disparity-compensated view synthesis for s3D content correctionStereoscopic Displays and Applications, Jan 2012, San Francisco, United States. pp.8288-86
Communication dans un congrès
hal-00787332
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Multi-step flow fusion: towards accurate and dense correspondences in long video shotsBritish Machine Vision Conference, Sep 2012, Guildford, United Kingdom. pp.2012
Communication dans un congrès
hal-00787768
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From optical flow to dense long term correspondencesIEEE International Conference on Image Processing, Sep 2012, Orlando, United States. pp.2680
Communication dans un congrès
hal-00787772
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Chapter 16 - Meta learning for anomaly detection in fundus photographsHien Van Nguyen, Ronald Summers, Rama Chellappa. Meta Learning With Medical Imaging and Health Informatics Applications, Academic Press, pp.301-329, 2022, The MICCAI Society book Series, 9780323998512. ⟨10.1016/B978-0-32-399851-2.00025-9⟩
Chapitre d'ouvrage
hal-05155730
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Method and device for processing a video sequenceFrance, Patent n° : 14305485.6-1906. 2014
Brevet
hal-01076394
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Method for generating a motion field for a video sequenceFrance, Patent n° : WO2014122131 A1. 2014
Brevet
hal-01076396
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Method and apparatus for processing occlusions in motion estimationFrance, Patent n° : US20130148730 A1. 2013
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hal-01077120
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Disparity maps in uniform areasFrance, Patent n° : US20130176300 A1. 2013
Brevet
hal-01077743
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Method and device for generating a motion field for a video sequenceFrance, Patent n° : WO2013107833 A1. 2013
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hal-01077717
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Filtering a displacement field between video framesFrance, Patent n° : WO 2013131819 A1. 2013
Brevet
hal-01077746
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Method and apparatus for processing occlusions in motion estimationFrance, Patent n° : EP 2602997 A1. 2013
Brevet
hal-01077720
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Long-term dense motion estimation and view synthesis quality assessment with application to joint stereo and motion processingSignal and Image processing. INSA de Rennes, 2014. English. ⟨NNT : ⟩
Thèse
tel-00992940
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Contributions to medical image segmentation with artificial intelligence for decision supportImage Processing [eess.IV]. Université de Bretagne Occidentale, 2024
HDR
tel-04644157
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