Pierre-Henri Conze

Publications

Article dans une revue (48)

Automated multimodal severity assessment of diabetic retinopathy using ultra-widefield color fundus photography and clinical tabular data Alireza Rezaei,Sarah Matta,Rachid Zeghlache,Pierre-Henri Conze,Capucine Lepicardet al. Biomedical Signal Processing and Control, 2026, 112 (Part C), pp.108673. ⟨10.1016/j.bspc.2025.108673⟩ Article dans une revue hal-05266495v1
Exploring learning transferability in deep segmentation of colorectal cancer liver metastases Marwan Abbas,Bogdan Badic,Gustavo Andrade-Miranda,Vincent Bourbonne,Vincent Jaouenet al. Computers in Biology and Medicine, 2025, 198 (Part A), pp.111076. ⟨10.1016/j.compbiomed.2025.111076⟩ Article dans une revue hal-05247924v1
LabelProp: A semi-automatic segmentation tool for 3D medical images Nathan Decaux,Pierre-Henri Conze,Juliette Ropars,Xinyan He,Frances T Sheehanet al. Journal of Open Source Software, 2025, 10 (109), pp.6284. ⟨10.21105/joss.06284⟩ Article dans une revue hal-05092859v1
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge Yeganeh Madadi,Hina Raja,Koenraad A Vermeer,Hans G Lemij,Xiaoqin Huanget al. IEEE Transactions on Medical Imaging, In press, ⟨10.1109/tmi.2025.3596874⟩ Article dans une revue hal-05226854v1
Automatic future remnant segmentation in liver resection planning Hicham Messaoudi,Marwan Abbas,Bogdan Badic,Douraied Ben Salem,Ahror Belaidet al. International Journal of Computer Assisted Radiology and Surgery, 2025, 20 (May 2025), pp.837-845. ⟨10.1007/s11548-025-03331-2⟩ Article dans une revue hal-04912365v1
Association between induced organ atrophy assessed by artificial intelligence-generated automatic segmentation and efficacy of bevacizumab in combination with chemotherapy in metastatic colorectal cancer Malik Laich,Mathias Brugel,Pierre-Henri Conze,Marwan Abbas,Mohammed Ben Abdelghaniet al. Cancer Imaging, 2025, 25, pp.129. ⟨10.1186/s40644-025-00951-4⟩ Article dans une revue hal-05313298v1
Guidelines for cerebrovascular segmentation: Managing imperfect annotations in the context of semi-supervised learning Pierre Rougé,Pierre-Henri Conze,Nicolas Passat,Odyssée Merveille Computerized Medical Imaging and Graphics, 2025, 119, pp.102474. ⟨10.1016/j.compmedimag.2024.102474⟩ Article dans une revue hal-04819764v1
Leveraging distillation in transductive learning for improved medical image segmentation Hicham Messaoudi,Ahror Belaid,Douraied Ben Salem,Pierre-Henri Conze Biomedical Signal Processing and Control, 2025, 111 (January 2026), pp.108306. ⟨10.1016/j.bspc.2025.108306⟩ Article dans une revue hal-05133503v1
Trustworthy AI for stage IV non-small cell lung cancer: automatic segmentation and uncertainty quantification Sacha Dedeken,Pierre-Henri Conze,Vera Damerjian Pieters,Olivier Gallinato,Jérôme Faureet al. Computerized Medical Imaging and Graphics, 2025, 123 (July 2025), pp.102567. ⟨10.1016/j.compmedimag.2025.102567⟩ Article dans une revue hal-05049800v1
Complex Residual Attention U-Net for Fast Ultrasound Imaging from a Single Plane-Wave Equivalent to Diverging Wave Imaging Ahmed Bentaleb,Christophe Sintes,Pierre-Henri Conze,François Rousseau,Aziliz Guezou-Philippeet al. Sensors, 2024, 24, pp.5111. ⟨10.3390/s24165111⟩ Article dans une revue hal-05069458v1
Contrastive image adaptation for acquisition shift reduction in medical imaging Clément Hognon,Pierre-Henri Conze,Vincent Bourbonne,Olivier Gallinato,Thierry Colinet al. Artificial Intelligence in Medicine, 2024, 148, pp.102747. ⟨10.1016/j.artmed.2023.102747⟩ Article dans une revue hal-04334344v1
Cross-modal tumor segmentation using generative blending augmentation and self-training Guillaume Sallé,Gustavo Andrade-Miranda,Pierre-Henri Conze,Nicolas Boussion,Julien Bertet al. IEEE Transactions on Biomedical Engineering, 2024, pp.1-12. ⟨10.1109/TBME.2024.3384014⟩ Article dans une revue hal-04567729v1
DISCOVER: 2-D multiview summarization of optical coherence tomography angiography for automatic diabetic retinopathy diagnosis Mostafa El Habib Daho,Yihao Li,Rachid Zeghlache,Hugo Le Boité,Pierre Demanet al. Artificial Intelligence in Medicine, 2024, 149 (March), pp.102803. ⟨10.1016/j.artmed.2024.102803⟩ Article dans une revue hal-04437753v1
A review of deep learning-based information fusion techniques for multimodal medical image classification Yihao Li,Mostafa El Habib Daho,Pierre-Henri Conze,Rachid Zeghlache,Hugo Le Boitéet al. Computers in Biology and Medicine, 2024, 177, pp.108635. ⟨10.1016/j.compbiomed.2024.108635⟩ Article dans une revue hal-04580775v1
Improving abdominal image segmentation with overcomplete shape priors Amine Sadikine,Bogdan Badic,Jean-Pierre Tasu,Vincent Noblet,Pascal Balletet al. Computerized Medical Imaging and Graphics, 2024, 113 (April), pp.102356. ⟨10.1016/j.compmedimag.2024.102356⟩ Article dans une revue hal-04443431v1
Automated PD-L1 status prediction in lung cancer with multi-modal PET/CT fusion Ronrick Da-Ano,Gustavo Andrade-Miranda,Olena Tankyevych,Dimitris Visvikis,Pierre-Henri Conzeet al. Scientific Reports, 2024, 14, pp.16720. ⟨10.1038/s41598-024-66487-y⟩ Article dans une revue hal-04631285v1
Dual-task kidney MR segmentation with Transformers in autosomal-dominant polycystic kidney disease Pierre-Henri Conze,Gustavo Andrade-Miranda,Yannick Lemeur,Emilie Cornec-Le Gall,François Rousseau Computerized Medical Imaging and Graphics, 2024, 113 (April), pp.102349. ⟨10.1016/j.compmedimag.2024.102349⟩ Article dans une revue hal-04439964v1
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction Rachid Zeghlache,Pierre-Henri Conze,Mostafa El Habib Daho,Yihao Li,Alireza Rezaeiet al. Computers in Biology and Medicine, 2024, 185 (February 2025), pp.109508. ⟨10.1016/j.compbiomed.2024.109508⟩ Article dans une revue hal-04815207v1
Towards population-independent, multi-disease detection in fundus photographs Sarah Matta,Mathieu Lamard,Pierre-Henri Conze,Alexandre Le Guilcher,Clément Lecatet al. Scientific Reports, 2023, 13, pp.11493. ⟨10.1038/s41598-023-38610-y⟩ Article dans une revue hal-04159340v1
Current and emerging trends in medical image segmentation with deep learning Pierre-Henri Conze,Gustavo Andrade-Miranda,Vivek Kumar Singh,Vincent Jaouen,Dimitris Visvikis IEEE Transactions on Radiation and Plasma Medical Sciences, 2023, 7 (6), pp.545-569. ⟨10.1109/TRPMS.2023.3265863⟩ Article dans une revue hal-04075794v2
Quantitative gait analysis and prediction using artificial intelligence for patients with gait disorders Nawel Ben Chaabane,Pierre-Henri Conze,Mathieu Lempereur,Gwenolé Quellec,Olivier Rémy-Nériset al. Scientific Reports, 2023, 13, pp.23099. ⟨10.1038/s41598-023-49883-8⟩ Article dans une revue hal-04342442v1
Multi-modal medical Transformers: A meta-analysis for medical image segmentation in oncology Gustavo Andrade-Miranda,Vincent Jaouen,Olena Tankyevych,Catherine Cheze Le Rest,Dimitris Visvikiset al. Computerized Medical Imaging and Graphics, 2023, 110, pp.102308. ⟨10.1016/j.compmedimag.2023.102308⟩ Article dans une revue hal-04266909v1
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi,Ahror Belaid,Douraied Ben Salem,Pierre-Henri Conze Medical Image Analysis, 2023, 88 (August), pp.102868. ⟨10.1016/j.media.2023.102868⟩ Article dans une revue hal-04122912v1
Hybrid fusion of high-resolution and ultra-widefield OCTA acquisitions for the automatic diagnosis of diabetic retinopathy Yihao Li,Mostafa El Habib Daho,Pierre-Henri Conze,Rachid Zeghlache,Hugo Le Boitéet al. Diagnostics, 2023, 13 (17), pp.2770. ⟨10.3390/diagnostics13172770⟩ Article dans une revue hal-04186910v1
Semi-automatic muscle segmentation in MR images using deep registration-based label propagation Nathan Decaux,Pierre-Henri Conze,Juliette Ropars,Xinyan He,Frances T Sheehanet al. Pattern Recognition, 2023, 140 (August 2023), pp.109529. ⟨10.1016/j.patcog.2023.109529⟩ Article dans une revue hal-03945559v2
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network Arnaud Boutillon,Bhushan Borotikar,Valérie Burdin,Pierre-Henri Conze Artificial Intelligence in Medicine, 2022, 132, pp.102364. ⟨10.1016/j.artmed.2022.102364⟩ Article dans une revue hal-03719567v1
A new collaborative classification process for microcalcification detection based on graphs and knowledge propagation Asma Touil,Karim Kalti,Pierre-Henri Conze,Basel Solaiman,Mohamed Ali Mahjoub Journal of Digital Imaging, 2022, ⟨10.1007/s10278-022-00678-9⟩ Article dans une revue hal-03683796v1
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors Arnaud Boutillon,Pierre-Henri Conze,Christelle Pons,Valérie Burdin,Bhushan Borotikar Medical Image Analysis, 2022, 81, pp.102556. ⟨10.1016/j.media.2022.102556⟩ Article dans une revue hal-03736364v1
Fast and low-GPU-memory abdomen CT organ segmentation: The FLARE challenge Jun Ma,Yao Zhang,Song Gu,Xingle An,Zhihe Wanget al. Medical Image Analysis, 2022, 82 (November), pp.102616. ⟨10.1016/j.media.2022.102616⟩ Article dans une revue hal-03768412v1
A new conditional region growing approach for microcalcification delineation in mammograms Asma Touil,Karim Kalti,Pierre-Henri Conze,Basel Solaiman,Mohamed Ali Mahjoub Medical and Biological Engineering and Computing, 2021, ⟨10.1007/s11517-021-02379-x⟩ Article dans une revue hal-03213929v1
Automatic screening for ocular anomalies using fundus photographs Sarah Matta,Mathieu Lamard,Pierre-Henri Conze,Alexandre Le Guilcher,Vincent Ricquebourget al. Optometry and Vision Science, 2021, ⟨10.1097/OPX.0000000000001845⟩ Article dans une revue hal-03337392v1
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention Yutong Yan,Pierre-Henri Conze,Gwenolé Quellec,Mathieu Lamard,Béatrice Cocheneret al. Biocybernetics and Biomedical Engineering, 2021, 41 (2), pp.746-757. ⟨10.1016/j.bbe.2021.03.005⟩ Article dans une revue hal-03165824v1
CHAOS challenge - Combined (CT-MR) healthy abdominal organ segmentation A. Emre Kavur,N. Sinem Gezer,Mustafa Baris,Sinem Aslan,Pierre-Henri Conzeet al. Medical Image Analysis, 2021, 69, ⟨10.1016/j.media.2020.101950⟩ Article dans une revue hal-03078835v1
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks Pierre-Henri Conze,A. Emre Kavur,Emilie Cornec-Le Gall,N. Sinem Gezer,Yannick Le Meuret al. Artificial Intelligence in Medicine, 2021, 117, pp.102109. ⟨10.1016/j.artmed.2021.102109⟩ Article dans une revue hal-03219309v1
ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis Gwenolé Quellec,Hassan Al Hajj,Mathieu Lamard,Pierre-Henri Conze,Pascale Massinet al. Medical Image Analysis, 2021, 72, pp.102118. ⟨10.1016/j.media.2021.102118⟩ Article dans une revue hal-03230907v1
Towards improved breast mass detection using dual-view mammogram matching Yutong Yan,Pierre-Henri Conze,Mathieu Lamard,Gwenolé Quellec,Béatrice Cocheneret al. Medical Image Analysis, 2021, 102083, ⟨10.1016/j.media.2021.102083⟩ Article dans une revue hal-03199002v1
Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders Pierre-Henri Conze,Sylvain Brochard,Valérie Burdin,Frances T Sheehan-Gavelli,Christelle Pons Computerized Medical Imaging and Graphics, 2020, 83 (101733), ⟨10.1016/j.compmedimag.2020.101733⟩ Article dans une revue hal-02561032v1
Automatic detection of microcalcification based on morphological operations and structural similarity indices Asma Touil,Karim Kalti,Pierre-Henri Conze,Basel Solaiman,Mohamed Ali Mahjoub Biocybernetics and Biomedical Engineering, 2020, 40 (3), pp.1155-1173. ⟨10.1016/j.bbe.2020.05.002⟩ Article dans une revue hal-02563861v1
Automatic detection of multiple pathologies in fundus photographs using spin-off learning Gwenolé Quellec,Mathieu Lamard,Pierre-Henri Conze,Pascale Massin,Béatrice Cochener Medical Image Analysis, 2020, 61, ⟨10.1016/j.media.2020.101660⟩ Article dans une revue hal-02453320v1
Unsupervised learning-based long-term superpixel tracking Pierre-Henri Conze,Florian Tilquin,Mathieu Lamard,Fabrice Heitz,Gwénolé Quellec Image and Vision Computing, 2019, 89, pp.289-301. ⟨10.1016/j.imavis.2019.06.011⟩ Article dans une revue hal-02189986v1
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery Hassan Al Hajj,Mathieu Lamard,Pierre-Henri Conze,Soumali Roychowdhury,Xiaowei Huet al. Medical Image Analysis, 2019, 52, pp.24-41. ⟨10.1016/j.media.2018.11.008⟩ Article dans une revue hal-02128539v1
Learning contextual superpixel similarity for consistent image segmentation Mahaman Sani Chaibou Salaou,Pierre-Henri Conze,Karim Kalti,Mohamed Ali Mahjoub,Basel Solaiman Multimedia Tools and Applications, 2019, ⟨10.1007/s11042-019-08391-6⟩ Article dans une revue hal-02308289v1
Automatic forensic identification using 3D sphenoid sinus segmentation and deep characterization Kamal Souadih,Ahror Belaid,Douraied Ben Salem,Pierre-Henri Conze Medical and Biological Engineering and Computing, 2019, ⟨10.1007/s11517-019-02050-6⟩ Article dans une revue hal-02290892v1
Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks Hassan Alhajj,Mathieu Lamard,Pierre-Henri Conze,Béatrice Cochener,Gwénolé Quellec Medical Image Analysis, 2018, 47, pp.203 - 218. ⟨10.1016/j.media.2018.05.001⟩ Article dans une revue hal-02128742v1
Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans Pierre-Henri Conze,Vincent Noblet,François Rousseau,Fabrice Heitz,Vito de Blasiet al. International Journal of Computer Assisted Radiology and Surgery, 2017, 12 (2), pp.223 - 233. ⟨10.1007/s11548-016-1493-1⟩ Article dans une revue hal-01573601v1
Adaptive strategy for superpixel-based region-growing image segmentation Mahaman Sani Chaibou Salaou,Pierre-Henri Conze,Karim Kalti,Basel Solaiman,Mohamed Ali Mahjoub Journal of Electronic Imaging, 2017, 26 (6), ⟨10.1117/1.JEI.26.6.061605⟩ Article dans une revue hal-01667866v1
Multi-reference combinatorial strategy towards longer long-term dense motion estimation Pierre-Henri Conze,Philippe Robert,Tomas Crivelli,Luce Morin Computer Vision and Image Understanding, 2016, 150, pp.66-80. ⟨10.1016/j.cviu.2016.04.013⟩ Article dans une revue hal-01374475v1
Robust optical flow integration Tomas Crivelli,Matthieu Fradet,Pierre-Henri Conze,Philippe Robert,Patrick Pérez IEEE Transactions on Image Processing, 2015, 24 (1), pp.484-498. ⟨10.1109/TIP.2014.2336547⟩ Article dans une revue hal-01076391v1

Communication dans un congrès (55)

Adaptive gradient domain normalization for one-sided unsupervised medical image synthesis Kévin Paniagua,Pierre-Henri Conze,Vincent Jaouen,Elsa Angelini IEEE International Symposium on Biomedical Imaging, Apr 2026, London (UK), United Kingdom Communication dans un congrès hal-05457545v1
Iterative confidence-based pseudo-labeling for semi-supervised lung cancer segmentation under annotation scarcity Sacha Dedeken,Thierry Colin,Jérôme Faure,Dimitris Visvikis,Pierre-Henri Conze IEEE International Symposium on Biomedical Imaging, Apr 2026, London (UK), United Kingdom Communication dans un congrès hal-05457465v1
Structure preserving adversarial diffusion for unpaired medical image synthesis Kévin Paniagua,Pierre-Henri Conze,Vincent Jaouen,Elsa Angelini IEEE International Symposium on Biomedical Imaging, Apr 2026, London (UK), United Kingdom Communication dans un congrès hal-05457568v1
Advancing treatment response assessment of hepatic metastases using AI-driven volumetric analysis Marwan Abbas,Gustavo Andrade-Miranda,Vincent Bourbonne,Vincent Jaouen,Julien Bertet al. ISBI 2025: IEEE 22nd International Symposium on Biomedical Imaging, Apr 2025, Houston, United States. ⟨10.1109/ISBI60581.2025.10981055⟩ Communication dans un congrès hal-04925751v1
Instance-aware deep learning for liver metastasis segmentation Marwan Abbas,Gustavo Andrade-Miranda,Vincent Jaouen,Vincent Bourbonne,Julien Bertet al. ISBI 2025: IEEE 22nd International Symposium on Biomedical Imaging, Apr 2025, Houston, United States. ⟨10.1109/ISBI60581.2025.10980698⟩ Communication dans un congrès hal-04925745v1
VEELA challenge - Vessel extraction and extrication for liver analysis Tugce Toprak,Ziya Ata Yazici,Ilkay Oksuz,Ilker Ozgur Koska,Pervin Bulucuet al. IEEE International Workshop on Machine Learning for Signal Processing, Aug 2025, Istanbul, Turkey Communication dans un congrès hal-05227817v1
Self super-resolution of anisotropic volumes in prostate MRI with normalized edge priors Vincent Jaouen,Pierre-Henri Conze,Julien Bert,Dimitris Visvikis ICCR 2024: XXth International Conference on the use of Computers in Radiation therapy, Jul 2024, Lyon, France Communication dans un congrès hal-04714832v1
One-sided unsupervised medical image synthesis with normalized edge consistency Vincent Jaouen,Pierre-Henri Conze,Dimitris Visvikis ISBI 2024: IEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635150⟩ Communication dans un congrès hal-04437751v1
Multi-modal PET/CT fusion for automated PD-L1 status prediction in lung cancer Ronrick Da-Ano,Olena Tankyevych,Gustavo Andrade-Miranda,Pierre-Henri Conze,Catherine Cheze Le Restet al. ISBI 2024: IEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635750⟩ Communication dans un congrès hal-04454064v1
Learning transferability in deep segmentation of liver metastases Marwan Abbas,Gustavo Andrade-Miranda,Vincent Bourbonne,Dimitris Visvikis,Bogdan Badicet al. ISBI 2024: IEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635479⟩ Communication dans un congrès hal-04454053v1
LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression Rachid Zeghlache,Pierre-Henri Conze,Mostafa El Habib Daho,Yihao Li,Hugo Le Boitéet al. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Oct 2024, Marrakesh, Morocco. pp.404-414, ⟨10.1007/978-3-031-72086-4_38⟩ Communication dans un congrès hal-04577059v1
Deep vessel segmentation with joint multi-prior encoding Amine Sadikine,Bogdan Badic,Enzo Ferrante,Vincent Noblet,Pascal Balletet al. ISBI 2024: IEEE 21th International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635835⟩ Communication dans un congrès hal-04454062v1
Self super resolution for hepatic vessel CT segmentation Vincent Jaouen,Ziqiao Wang,Pierre-Henri Conze,Dimitris Visvikis 2023 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-04470666v1
LMT: Longitudinal mixing training, a framework for the prediction of disease progression using a single image Rachid Zeghlache,Pierre-Henri Conze,Mostafa El Habib Daho,Yihao Li,Hugo Le Boitéet al. International Workshop on Machine Learning in Medical Imaging, Oct 2023, Vancouver, Canada Communication dans un congrès hal-04183655v1
Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation Amine Sadikine,Bogdan Badic,Jean-Pierre Tasu,Vincent Noblet,Pascal Balletet al. ISBI 2023: IEEE 20th International Symposium on Biomedical Imaging, Apr 2023, Cartagena de Indias, Colombia. ⟨10.1109/ISBI53787.2023.10230364⟩ Communication dans un congrès hal-03953223v1
Longitudinal self-supervised learning using neural ordinary differential equation Rachid Zeghlache,Pierre-Henri Conze,Mostafa El Habib Daho,Yihao Li,Hugo Le Boitéet al. International Workshop on Predictive Intelligence in Medicine (PRIME), Oct 2023, Vancouver, Canada. pp.1-13, ⟨10.1007/978-3-031-46005-0_1⟩ Communication dans un congrès hal-04171357v1
Improved automatic diabetic retinopathy severity classification using deep multimodal fusion of UWF-CFP and OCTA images Mostafa El Habib Daho,Yihao Li,Rachid Zeghlache,Yapo Cédric Atse,Hugo Le Boitéet al. OMIA 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-04169377v1
Gait deviation change prediction for patients with gait disorders using artificial intelligence Nawel Ben Chaabane,Pierre-Henri Conze,Mathieu Lempereur,Olivier Rémy-Néris,Sylvain Brochardet al. IEEE Engineering in Medicine and Biology Conference, Jul 2023, Sydney, Australia Communication dans un congrès hal-04065712v1
Intégration d'à priori de forme semi-surcomplets pour la segmentation automatique du système vasculaire Amine Sadikine,Bogdan Badic,Jean-Pierre Tasu,Vincent Noblet,Dimitris Visvikiset al. RITS, ISFGBM, May 2022, Brest, France Communication dans un congrès hal-04406111v1
Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentation Amine Sadikine,Bogdan Badic,Jean-Pierre Tasu,Vincent Noblet,Dimitris Visvikiset al. IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897188⟩ Communication dans un congrès hal-03706629v1
Comparing modern segmentation architectures under low data regime for PET-CT tumor segmentation Gustavo Andrade-Miranda,Vincent Jaouen,Dimitris Visvikis,Pierre-Henri Conze NSM MIC 2022: IEEE Nuclear science symposium and medical imaging conference, Nov 2022, Milan, Italy Communication dans un congrès hal-04040739v1
Pure versus hybrid Transformers for multi-modal brain tumor segmentation: a comparative study Gustavo Andrade-Miranda,Vincent Jaouen,Vincent Bourbonne,François Lucia,Dimitris Visvikiset al. IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897658⟩ Communication dans un congrès hal-03706627v1
Detection of diabetic retinopathy using longitudinal self-supervised learning Rachid Zeghlache,Pierre-Henri Conze,Mostafa El Habib Daho,Ramin Tadayoni,Pascale Massinet al. MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore Communication dans un congrès hal-03737495v1
Multimodal information fusion for glaucoma and diabetic retinopathy classification Yihao Li,Mostafa El Habib Daho,Pierre-Henri Conze,Hassan Alhajj,Sophie Bonninet al. MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore. pp.53-62, ⟨10.1007/978-3-031-16525-2_6⟩ Communication dans un congrès hal-03737508v1
Detection of Diabetic Retinopathy Using Longitudinal Self-supervised Learning Rachid Zeghlache,Pierre-Henri Conze,Mostafa El Habib Daho,Ramin Tadayoni,Pascal Massinet al. OMIA 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-04504392v1
Mapping the ocular surface from monocular videos with an application to dry eye disease grading Ikram Brahim,Mathieu Lamard,Anas-Alexis Benyoussef,Pierre-Henri Conze,Béatrice Cocheneret al. MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore. pp.63-72, ⟨10.1007/978-3-031-16525-2_7⟩ Communication dans un congrès hal-03737790v1
Deep treatment response assessment and prediction of colorectal cancer liver metastases Mohammad Mohaiminul Islam,Bogdan Badic,Thomas Aparicio,David Tougeron,Jean-Pierre Tasuet al. MICCAI 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-03705507v1
Two-stage multi-scale mass segmentation from full mammograms Yutong Yan,Pierre-Henri Conze,Gwenolé Quellec,Mathieu Lamard,Béatrice Cocheneret al. ISBI 2021 : IEEE 18th International Symposium on Biomedical Imaging, Apr 2021, Nice, France. ⟨10.1109/ISBI48211.2021.9433946⟩ Communication dans un congrès hal-03104432v1
Multi-structure deep segmentation with shape priors and latent adversarial regularization Arnaud Boutillon,Bhushan Borotikar,Christelle Pons,Valérie Burdin,Pierre-Henri Conze ISBI 2021 : IEEE 18th International Symposium on Biomedical Imaging, Apr 2021, Nice, France. ⟨10.1109/ISBI48211.2021.9434104⟩ Communication dans un congrès hal-03104429v1
Deep active learning for dual-view mammogram analysis Yutong Yan,Pierre-Henri Conze,Mathieu Lamard,Heng Zhang,Gwenolé Quellecet al. International Workshop on Machine Learning in Medical Imaging (MICCAI 2021), Sep 2021, Strasbourg, France. pp.180_180, ⟨10.1007/978-3-030-87589-3_19⟩ Communication dans un congrès hal-03319021v1
Longitudinal detection of diabetic retinopathy early severity grade changes using deep learning Yutong Yan,Pierre-Henri Conze,Gwenolé Quellec,Pascale Massin,Mathieu Lamardet al. OMIA 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-03300941v1
Multi-task, multi-domain deep segmentation with shared representations and contrastive regularization for sparse pediatric datasets Arnaud Boutillon,Pierre-Henri Conze,Christelle Pons,Valérie Burdin,Bhushan Borotikar MICCAI 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-03337397v1
Synthetic tumor insertion using one-shot generative learning for cross-modal image segmentation Guillaume Sallé,Pierre-Henri Conze,Nicolas Boussion,Julien Bert,Dimitris Visvikiset al. IEEE Nuclear science symposium and medical imaging conference 2021, Oct 2021, Virtual, Japan Communication dans un congrès hal-03666614v1
Synthèse de tumeurs par modèle génératif one-shot pour la segmentation inter-modale en imagerie médicale Guillaume Sallé,Pierre-Henri Conze,Nicolas Boussion,Julien Bert,Dimitris Visvikiset al. ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France Communication dans un congrès hal-03339729v1
Morphological-based microcalcification detection using adaptive thresholding and structural similarity indices Asma Touil,Karim Kalti,Pierre-Henri Conze,Basel Solaiman,Mohamed Ali Mahjoub ATSIP 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-02478203v1
Multi-tasking Siamese networks for breast mass detection using dual-view mammogram matching Yutong Yan,Pierre-Henri Conze,Mathieu Lamard,Gwenolé Quellec,Béatrice Cocheneret al. MLMI 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-02913535v1
Combining shape priors with conditional adversarial networks for improved scapula segmentation in MR images Arnaud Boutillon,Bhushan Borotikar,Valérie Burdin,Pierre-Henri Conze ISBI 2020 : IEEE 17th International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States. ⟨10.1109/ISBI45749.2020.9098360⟩ Communication dans un congrès hal-02430022v1
Efficient embedding network for 3D brain tumor segmentation Hicham Messaoudi,Ahror Belaid,Mohamed Lamine Allaoui,Ahcene Zetout,Mohand Said Alliliet al. BrainLes 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-03165781v1
A new conditional region growing approach for an accurate detection of microcalcifications from mammographic images Asma Touil,Pierre-Henri Conze,Karim Kalti,Basel Solaiman,Mohamed Ali Mahjoub BIBE 2020 : IEEE 20th International Conference on Bioinformatics And Bioengineering, Oct 2020, Cincinnati, United States. ⟨10.1109/BIBE50027.2020.00132⟩ Communication dans un congrès hal-02915012v1
Deep convolutional encoder-decoders for deltoid segmentation using healthy versus pathological learning transferability Pierre-Henri Conze,Christelle Pons,Valérie Burdin,Frances T Sheehan-Gavelli,Sylvain Brochard ISBI 2019: IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/ISBI.2019.8759378⟩ Communication dans un congrès hal-02121627v1
Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms Yutong Yan,Pierre-Henri Conze,Etienne Decencière,Mathieu Lamard,Gwenolé Quellecet al. IEEE International Engineering in Medicine and Biology Conference, Jul 2019, Berlin, Germany. ⟨10.1109/EMBC.2019.8857167⟩ Communication dans un congrès hal-02178409v1
Long-term superpixel tracking using unsupervised learning and multi-step integration Pierre-Henri Conze,Florian Tilquin,Mathieu Lamard,Fabrice Heitz,Gwénolé Quellec ATSIP 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-02128746v1
Optical flow estimation in ocular endoscopy videos using flownet on simulated endoscopy data Alexandre Guerre,Mathieu Lamard,Pierre-Henri Conze,Béatrice Cochener,Gwénolé Quellec ISBI 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-02128752v1
Robust supervoxel matching combining mid-level spectral and context-rich features Florian Tilquin,Pierre-Henri Conze,Patrick Pessaux,Mathieu Lamard,Gwénolé Quellecet al. Patch-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-02128575v1
Hierarchical Multi-Scale Supervoxel Matching using Random Forests for Automatic Semi-Dense Abdominal Image Registration Pierre-Henri Conze,Florian Tilquin,Vincent Noblet,François Rousseau,Fabrice Heitzet al. ISBI 2017 : IEEE 14th International Symphosium on Biomedical Imaging, Apr 2017, Melbourne, Australia. ⟨10.1109/ISBI.2017.7950567⟩ Communication dans un congrès hal-01465421v1
Random Forests on Hierarchical Multi-Scale Supervoxels for Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans. Pierre-Henri Conze,Vincent Noblet,François Rousseau,Fabrice Heitz,Riccardo Memeoet al. International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic Communication dans un congrès hal-01284631v1
Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels Pierre-Henri Conze,François Rousseau,Vincent Noblet,Fabrice Heitz,Riccardo Memeoet al. 6th 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-01214060v1
Segmentation semi-automatique de tumeurs du foie en TDM dynamique pour l'estimation du taux de nécrose Pierre-Henri Conze,François Rousseau,Vincent Noblet,Fabrice Heitz,Riccardo Memeoet al. Colloque GRETSI Traitement du Signal & des Images, GRETSI 2015, Sep 2015, Lyon, France Communication dans un congrès hal-01214068v1
Dense long-term motion estimation via Statistical Multi-Step Flow Pierre-Henri Conze,Philippe Robert,Tomas Crivelli,Luce Morin International Conference on Computer Vision Theory and Applications, Jan 2014, Lisbon, Portugal. pp.138 Communication dans un congrès hal-00910831v1
Dense motion estimation between distant frames: combinatorial multi-step integration and statistical selection Pierre-Henri Conze,Tomas Crivelli,Philippe Robert,Luce Morin IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.3429 Communication dans un congrès hal-00868251v1
Estimation de mouvement dense entre images distantes : intégration combinatoire multi-steps et sélection statistique Pierre-Henri Conze,Tomas Crivelli,Philippe Robert,Luce Morin XXIVe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2013, Sep 2013, Brest, France. pp.427 Communication dans un congrès hal-00859688v1
Objective View Synthesis Quality Assessment Pierre-Henri Conze,Philippe Robert,Luce Morin Stereoscopic Displays and Applications, Jan 2012, San Francisco, United States. pp.8288-56 Communication dans un congrès hal-00681304v2
Disparity-compensated view synthesis for s3D content correction Philippe Robert,Cédric Thébault,Pierre-Henri Conze Stereoscopic Displays and Applications, Jan 2012, San Francisco, United States. pp.8288-86 Communication dans un congrès hal-00787332v2
Multi-step flow fusion: towards accurate and dense correspondences in long video shots Tomas Crivelli,Pierre-Henri Conze,Philippe Robert,Matthieu Fradet,Patrick Pérez British Machine Vision Conference, Sep 2012, Guildford, United Kingdom. pp.2012 Communication dans un congrès hal-00787768v1
From optical flow to dense long term correspondences Tomas Crivelli,Pierre-Henri Conze,Philippe Robert,Patrick Pérez IEEE International Conference on Image Processing, Sep 2012, Orlando, United States. pp.2680 Communication dans un congrès hal-00787772v1

Chapitre d'ouvrage (1)

Chapter 16 - Meta learning for anomaly detection in fundus photographs Sarah Matta,Mathieu Lamard,Pierre-Henri Conze,Alexandre Le Guilcher,Vincent Ricquebourget al. Hien 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-05155730v1

Brevet (7)

Method for generating a motion field for a video sequence Pierre-Henri Conze,Philippe Robert,Tomas Crivelli,Luce Morin France, Patent n° : WO2014122131 A1. 2014 Brevet hal-01076396v1
Method and device for processing a video sequence Philippe Robert,Pierre-Henri Conze,Tomas Crivelli France, Patent n° : 14305485.6-1906. 2014 Brevet hal-01076394v1
Method and apparatus for processing occlusions in motion estimation Philippe Robert,Matthieu Fradet,Pierre-Henri Conze France, Patent n° : US20130148730 A1. 2013 Brevet hal-01077120v1
Disparity maps in uniform areas Philippe Robert,Valter Drazic,Pierre-Henri Conze,Viellard Thierry France, Patent n° : US20130176300 A1. 2013 Brevet hal-01077743v1
Method and device for generating a motion field for a video sequence Philippe Robert,Tomas Crivelli,Pierre-Henri Conze France, Patent n° : WO2013107833 A1. 2013 Brevet hal-01077717v1
Filtering a displacement field between video frames Philippe Robert,Tomas Crivelli,Pierre-Henri Conze,Matthieu Fradet,Patrick Pérez France, Patent n° : WO 2013131819 A1. 2013 Brevet hal-01077746v1
Method and apparatus for processing occlusions in motion estimation Philippe Robert,Matthieu Fradet,Pierre-Henri Conze France, Patent n° : EP 2602997 A1. 2013 Brevet hal-01077720v1

Thèse (1)

Long-term dense motion estimation and view synthesis quality assessment with application to joint stereo and motion processing Pierre-Henri Conze Signal and Image processing. INSA de Rennes, 2014. English. ⟨NNT : ⟩ Thèse tel-00992940v2

HDR (1)

Contributions to medical image segmentation with artificial intelligence for decision support Pierre-Henri Conze Image Processing [eess.IV]. Université de Bretagne Occidentale, 2024 HDR tel-04644157v1