Pierre-Henri Conze

104
Documents

Publications

Publications

Automatic future remnant segmentation in liver resection planning

Hicham Messaoudi , Marwan Abbas , Bogdan Badic , Douraied Ben Salem , Ahror Belaid et al.
International Journal of Computer Assisted Radiology and Surgery, In press
Article dans une revue hal-04912365 v1

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 Faure et al.
Computerized Medical Imaging and Graphics, In press
Article dans une revue hal-05049800 v1

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, In press
Article dans une revue hal-05133503 v1
Image document

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-04819764 v1

Contrastive image adaptation for acquisition shift reduction in medical imaging

Clément Hognon , Pierre-Henri Conze , Vincent Bourbonne , Olivier Gallinato , Thierry Colin et al.
Artificial Intelligence in Medicine, 2024, 148, pp.102747. ⟨10.1016/j.artmed.2023.102747⟩
Article dans une revue hal-04334344 v1
Image document

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-Philippe et al.
Sensors, 2024, 24, pp.5111. ⟨10.3390/s24165111⟩
Article dans une revue hal-05069458 v1
Image document

Cross-modal tumor segmentation using generative blending augmentation and self-training

Guillaume Sallé , Gustavo Andrade-Miranda , Pierre-Henri Conze , Nicolas Boussion , Julien Bert et al.
IEEE Transactions on Biomedical Engineering, 2024, pp.1-12. ⟨10.1109/TBME.2024.3384014⟩
Article dans une revue hal-04567729 v1

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 , Hugo Le Boité et al.
Computers in Biology and Medicine, In press
Article dans une revue hal-04815207 v1
Image document

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 Boité et al.
Computers in Biology and Medicine, 2024, 177, pp.108635. ⟨10.1016/j.compbiomed.2024.108635⟩
Article dans une revue hal-04580775 v1
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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 Deman et al.
Artificial Intelligence in Medicine, 2024, 149 (March), pp.102803. ⟨10.1016/j.artmed.2024.102803⟩
Article dans une revue hal-04437753 v1
Image document

Improving abdominal image segmentation with overcomplete shape priors

Amine Sadikine , Bogdan Badic , Jean-Pierre Tasu , Vincent Noblet , Pascal Ballet et al.
Computerized Medical Imaging and Graphics, 2024, 113 (April), pp.102356. ⟨10.1016/j.compmedimag.2024.102356⟩
Article dans une revue hal-04443431 v1
Image document

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 Conze et al.
Scientific Reports, 2024, 14, pp.16720. ⟨10.1038/s41598-024-66487-y⟩
Article dans une revue hal-04631285 v1
Image document

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-04439964 v1
Image document

Towards population-independent, multi-disease detection in fundus photographs

Sarah Matta , Mathieu Lamard , Pierre-Henri Conze , Alexandre Le Guilcher , Clément Lecat et al.
Scientific Reports, 2023, 13, pp.11493. ⟨10.1038/s41598-023-38610-y⟩
Article dans une revue hal-04159340 v1
Image document

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-04075794 v2
Image document

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 Visvikis et al.
Computerized Medical Imaging and Graphics, 2023, 110, pp.102308. ⟨10.1016/j.compmedimag.2023.102308⟩
Article dans une revue hal-04266909 v1
Image document

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-Néris et al.
Scientific Reports, 2023, 13, pp.23099. ⟨10.1038/s41598-023-49883-8⟩
Article dans une revue hal-04342442 v1

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-04122912 v1
Image document

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 Boité et al.
Diagnostics, 2023, 13 (17), pp.2770. ⟨10.3390/diagnostics13172770⟩
Article dans une revue hal-04186910 v1
Image document

Semi-automatic muscle segmentation in MR images using deep registration-based label propagation

Nathan Decaux , Pierre-Henri Conze , Juliette Ropars , Xinyan He , Frances T Sheehan et al.
Pattern Recognition, 2023, 140 (August 2023), pp.109529. ⟨10.1016/j.patcog.2023.109529⟩
Article dans une revue hal-03945559 v2

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-03719567 v1

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-03683796 v1

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-03736364 v1

Fast and low-GPU-memory abdomen CT organ segmentation: The FLARE challenge

Jun Ma , Yao Zhang , Song Gu , Xingle An , Zhihe Wang et al.
Medical Image Analysis, 2022, 82 (November), pp.102616. ⟨10.1016/j.media.2022.102616⟩
Article dans une revue hal-03768412 v1

Automatic screening for ocular anomalies using fundus photographs

Sarah Matta , Mathieu Lamard , Pierre-Henri Conze , Alexandre Le Guilcher , Vincent Ricquebourg et al.
Optometry and Vision Science, 2021, ⟨10.1097/OPX.0000000000001845⟩
Article dans une revue hal-03337392 v1

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-03213929 v1
Image document

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 Meur et al.
Artificial Intelligence in Medicine, 2021, 117, pp.102109. ⟨10.1016/j.artmed.2021.102109⟩
Article dans une revue hal-03219309 v1
Image document

Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention

Yutong Yan , Pierre-Henri Conze , Gwenolé Quellec , Mathieu Lamard , Béatrice Cochener et al.
Biocybernetics and Biomedical Engineering, 2021, 41 (2), pp.746-757. ⟨10.1016/j.bbe.2021.03.005⟩
Article dans une revue hal-03165824 v1

CHAOS challenge - Combined (CT-MR) healthy abdominal organ segmentation

A. Emre Kavur , N. Sinem Gezer , Mustafa Baris , Sinem Aslan , Pierre-Henri Conze et al.
Medical Image Analysis, 2021, 69, ⟨10.1016/j.media.2020.101950⟩
Article dans une revue hal-03078835 v1
Image document

ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis

Gwenolé Quellec , Hassan Al Hajj , Mathieu Lamard , Pierre-Henri Conze , Pascale Massin et al.
Medical Image Analysis, 2021, 72, pp.102118. ⟨10.1016/j.media.2021.102118⟩
Article dans une revue hal-03230907 v1
Image document

Towards improved breast mass detection using dual-view mammogram matching

Yutong Yan , Pierre-Henri Conze , Mathieu Lamard , Gwenolé Quellec , Béatrice Cochener et al.
Medical Image Analysis, 2021, 102083, ⟨10.1016/j.media.2021.102083⟩
Article dans une revue hal-03199002 v1
Image document

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-02561032 v1

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-02563861 v1
Image document

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-02453320 v1
Image document

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-02189986 v1

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery

Hassan Al Hajj , Mathieu Lamard , Pierre-Henri Conze , Soumali Roychowdhury , Xiaowei Hu et al.
Medical Image Analysis, 2019, 52, pp.24-41. ⟨10.1016/j.media.2018.11.008⟩
Article dans une revue hal-02128539 v1

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-02308289 v1

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-02290892 v1

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-02128742 v1

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 Blasi et 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-01573601 v1

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-01667866 v1
Image document

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-01374475 v1

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-01076391 v1

Advancing treatment response assessment of hepatic metastases using AI-driven volumetric analysis

Marwan Abbas , Gustavo Andrade-Miranda , Vincent Bourbonne , Vincent Jaouen , Julien Bert et al.
IEEE International Symposium on Biomedical Imaging, Apr 2025, Houston, United States
Communication dans un congrès hal-04925751 v1

Instance-aware deep learning for liver metastasis segmentation

Marwan Abbas , Gustavo Andrade-Miranda , Vincent Jaouen , Vincent Bourbonne , Julien Bert et al.
IEEE International Symposium on Biomedical Imaging, Apr 2025, Houston, United States
Communication dans un congrès hal-04925745 v1
Image document

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-04714832 v1
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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-04437751 v1

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 Rest et al.
ISBI 2024: IEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635750⟩
Communication dans un congrès hal-04454064 v1

Learning transferability in deep segmentation of liver metastases

Marwan Abbas , Gustavo Andrade-Miranda , Vincent Bourbonne , Dimitris Visvikis , Bogdan Badic et al.
ISBI 2024: IEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635479⟩
Communication dans un congrès hal-04454053 v1

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 Boité et al.
International Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2024, Marrakech, Morocco
Communication dans un congrès hal-04577059 v1

Deep vessel segmentation with joint multi-prior encoding

Amine Sadikine , Bogdan Badic , Enzo Ferrante , Vincent Noblet , Pascal Ballet et al.
ISBI 2024: IEEE 21th International Symposium on Biomedical Imaging, May 2024, Athens, Greece. ⟨10.1109/ISBI56570.2024.10635835⟩
Communication dans un congrès hal-04454062 v1
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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-04470666 v1
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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 Boité et al.
International Workshop on Machine Learning in Medical Imaging, Oct 2023, Vancouver, Canada
Communication dans un congrès hal-04183655 v1

Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation

Amine Sadikine , Bogdan Badic , Jean-Pierre Tasu , Vincent Noblet , Pascal Ballet et 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-03953223 v1

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 Boité et 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-04169377 v1

Longitudinal self-supervised learning using neural ordinary differential equation

Rachid Zeghlache , Pierre-Henri Conze , Mostafa El Habib Daho , Yihao Li , Hugo Le Boité et al.
International Workshop on Predictive Intelligence in Medicine, Oct 2023, Vancouver (Canada), Canada
Communication dans un congrès hal-04171357 v1
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Gait deviation change prediction for patients with gait disorders using artificial intelligence

Nawel Ben Chaabane , Pierre-Henri Conze , Mathieu Lempereur , Olivier Rémy-Néris , Sylvain Brochard et al.
IEEE Engineering in Medicine and Biology Conference, Jul 2023, Sydney, Australia
Communication dans un congrès hal-04065712 v1

Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentation

Amine Sadikine , Bogdan Badic , Jean-Pierre Tasu , Vincent Noblet , Dimitris Visvikis et al.
IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897188⟩
Communication dans un congrès hal-03706629 v1
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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 Visvikis et al.
RITS, ISFGBM, May 2022, Brest, France
Communication dans un congrès hal-04406111 v1
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Pure versus hybrid Transformers for multi-modal brain tumor segmentation: a comparative study

Gustavo Andrade-Miranda , Vincent Jaouen , Vincent Bourbonne , François Lucia , Dimitris Visvikis et al.
IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897658⟩
Communication dans un congrès hal-03706627 v1
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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-04040739 v1

Detection of diabetic retinopathy using longitudinal self-supervised learning

Rachid Zeghlache , Pierre-Henri Conze , Mostafa El Habib Daho , Ramin Tadayoni , Pascale Massin et al.
MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore
Communication dans un congrès hal-03737495 v1

Multimodal information fusion for glaucoma and diabetic retinopathy classification

Yihao Li , Mostafa El Habib Daho , Pierre-Henri Conze , Hassan Alhajj , Sophie Bonnin et al.
MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore
Communication dans un congrès hal-03737508 v1

Detection of Diabetic Retinopathy Using Longitudinal Self-supervised Learning

Rachid Zeghlache , Pierre-Henri Conze , Mostafa El Habib Daho , Ramin Tadayoni , Pascal Massin et 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-04504392 v1

Deep treatment response assessment and prediction of colorectal cancer liver metastases

Mohammad Mohaiminul Islam , Bogdan Badic , Thomas Aparicio , David Tougeron , Jean-Pierre Tasu et 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-03705507 v1

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 Cochener et al.
MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore
Communication dans un congrès hal-03737790 v1

Two-stage multi-scale mass segmentation from full mammograms

Yutong Yan , Pierre-Henri Conze , Gwenolé Quellec , Mathieu Lamard , Béatrice Cochener et al.
ISBI 2021 : IEEE 18th International Symposium on Biomedical Imaging, Apr 2021, Nice, France. ⟨10.1109/ISBI48211.2021.9433946⟩
Communication dans un congrès hal-03104432 v1

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-03104429 v1

Deep active learning for dual-view mammogram analysis

Yutong Yan , Pierre-Henri Conze , Mathieu Lamard , Heng Zhang , Gwenolé Quellec et al.
International Workshop on Machine Learning in Medical Imaging, Sep 2021, Strasbourg, France
Communication dans un congrès hal-03319021 v1

Longitudinal detection of diabetic retinopathy early severity grade changes using deep learning

Yutong Yan , Pierre-Henri Conze , Gwenolé Quellec , Pascale Massin , Mathieu Lamard et 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-03300941 v1

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-03337397 v1
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Synthetic tumor insertion using one-shot generative learning for cross-modal image segmentation

Guillaume Sallé , Pierre-Henri Conze , Nicolas Boussion , Julien Bert , Dimitris Visvikis et al.
IEEE Nuclear science symposium and medical imaging conference 2021, Oct 2021, Virtual, Japan
Communication dans un congrès hal-03666614 v1
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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 Visvikis et al.
ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Communication dans un congrès hal-03339729 v1

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-02478203 v1

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-02430022 v1

Multi-tasking Siamese networks for breast mass detection using dual-view mammogram matching

Yutong Yan , Pierre-Henri Conze , Mathieu Lamard , Gwenolé Quellec , Béatrice Cochener et 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-02913535 v1

Efficient embedding network for 3D brain tumor segmentation

Hicham Messaoudi , Ahror Belaid , Mohamed Lamine Allaoui , Ahcene Zetout , Mohand Said Allili et 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-03165781 v1

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-02915012 v1

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-02121627 v1

Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms

Yutong Yan , Pierre-Henri Conze , Etienne Decencière , Mathieu Lamard , Gwenolé Quellec et al.
IEEE International Engineering in Medicine and Biology Conference, Jul 2019, Berlin, Germany. ⟨10.1109/EMBC.2019.8857167⟩
Communication dans un congrès hal-02178409 v1

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-02128752 v1

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-02128746 v1

Robust supervoxel matching combining mid-level spectral and context-rich features

Florian Tilquin , Pierre-Henri Conze , Patrick Pessaux , Mathieu Lamard , Gwénolé Quellec et 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-02128575 v1
Image document

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 Heitz et al.
ISBI 2017 : IEEE 14th International Symphosium on Biomedical Imaging, Apr 2017, Melbourne, Australia. ⟨10.1109/ISBI.2017.7950567⟩
Communication dans un congrès hal-01465421 v1
Image document

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 Memeo et al.
International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic
Communication dans un congrès hal-01284631 v1
Image document

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 Memeo et 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-01214060 v1
Image document

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 Memeo et al.
Colloque GRETSI Traitement du Signal & des Images, GRETSI 2015, Sep 2015, Lyon, France
Communication dans un congrès hal-01214068 v1
Image document

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-00910831 v1
Image document

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-00868251 v1
Image document

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-00859688 v1
Image document

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-00681304 v2
Image document

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-00787332 v2
Image document

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-00787768 v1
Image document

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-00787772 v1

Chapter 16 - Meta learning for anomaly detection in fundus photographs

Sarah Matta , Mathieu Lamard , Pierre-Henri Conze , Alexandre Le Guilcher , Vincent Ricquebourg et 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-05155730 v1