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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
Conference papers hal-04065712v1

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.
IEEE International Symposium on Biomedical Imaging, Apr 2023, Cartagena de Indias, Colombia
Conference papers hal-03953223v1
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Digital Twin and Intrusion Detection in a Cyber Physical System

Henry Chima Ukwuoma , Gilles Dusserre , Gouenou Coatrieux , Johanne Vincent
Colloque IMT 2023 : "Sécurité et Résilience", Apr 2023, Palaiseau, France. 2023, ⟨10.5281/zenodo.7937270⟩
Conference poster hal-04097871v1
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Current and emerging trends in medical image segmentation with deep learning

Pierre-Henri Conze , Gustavo Andrade-Miranda , Vivek Kumar Singh , Vincent Jaouen , Dimitris Visvikis et al.
IEEE Transactions on Radiation and Plasma Medical Sciences, In press, pp.1-1. ⟨10.1109/TRPMS.2023.3265863⟩
Journal articles hal-04075794v1

Annotation d’électroencéphalogrammes (EEG) néonataux pour l’apprentissage supervisé

Vivien Kraus , Margaux Alloux , Guillaume Dollé , G. Loron , Nathalie Bednarek et al.
Journée Scientifique autour de l’IA (JSIA), 2023, Nancy, France
Conference poster hal-03981343v1

Étude volumétrique des régions cérébrales de nouveau-nés prématurés

Margaux Alloux , Vivien Kraus , Philippe Regnault , Guillaume Dollé , G. Loron et al.
Journée Scientifique autour de l’IA (JSIA), 2023, Nancy, France
Conference poster hal-03981333v1
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SPEAR-Net: Self-Prior Enhanced Artifact Removal Network for Limited-Angle DECT

Kai Chen , Chunfeng Yang , Hui Tang , Xu Ji , Gouenou Coatrieux et al.
IEEE Transactions on Instrumentation and Measurement, 2023, 72, pp.4003614. ⟨10.1109/TIM.2023.3260280⟩
Journal articles hal-04090022v1

Current and emerging trends in medical image segmentation with deep learning

Pierre-Henri Conze , Gustavo Andrade-Miranda , Vivek Kumar Singh , Vincent Jaouen , Dimitris Visvikis et al.
IEEE Transactions on Radiation and Plasma Medical Sciences, In press, ⟨10.1109/TRPMS.2023.3265863⟩
Journal articles hal-04061062v1
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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⟩
Journal articles hal-03945559v2
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Regularized deep learning models for multi-anatomy segmentation in pediatric imaging

Arnaud Boutillon
Image Processing [eess.IV]. Ecole nationale supérieure Mines-Télécom Atlantique, 2022. English. ⟨NNT : 2022IMTA0311⟩
Theses tel-03906771v1
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Patient-specific 4DCT respiratory motion synthesis using tumor-aware GANs

Yi-Heng Cao , Vincent Jaouen , Vincent Bourbonne , François Lucia , Nicolas Boussion et al.
IEEE Nuclear science symposium and medical imaging conference 2022, Nov 2022, Milan, Italy
Conference papers hal-03811270v1
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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
Conference papers hal-04040739v1
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Deep learning‐based segmentation in prostate radiation therapy using Monte Carlo simulated cone‐beam CT

Nelly Abbani , Thomas Baudier , Simon Rit , Francesca Di Franco , Franklin Okoli et al.
Medical Physics, 2022, 28 (11), pp.6930-6944. ⟨10.1002/mp.15946⟩
Journal articles hal-03763981v1
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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⟩
Conference papers hal-03706627v1

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⟩
Conference papers hal-03706629v1

Semi-Overcomplete Convolutional Auto-Encoder Embedding as Shape Priors for Deep Vessel Segmentation

Amine Sadikine , Bogdan Badic , J.-P. Tasu , V. Noblet , D. Visvikis et al.
2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.586-590, ⟨10.1109/ICIP46576.2022.9897188⟩
Conference papers hal-04024212v1
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Divergence-free continuous normalizing flows for uncertainty quantification

Simon Benaïchouche , Guillaume Morel , François Rousseau , Ronan Fablet
2022
Preprints, Working Papers, ... hal-03813499v1
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Storing the declaration of human rights on one data DNA molecule

Gouenou Coatrieux , Chloé Berton , Elsa Dupraz , Belaid Hamoum , Thomas Derrien et al.
CominLabs day 2022, Oct 2022, Rennes, France. pp.1-1
Conference poster hal-03817852v1

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⟩
Journal articles hal-03719567v1

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 et al.
Medical Image Analysis, 2022, 81, pp.102556. ⟨10.1016/j.media.2022.102556⟩
Journal articles hal-03736364v1

Lentille hétérochrome à changement de couleur commandé à distance

Jean-Louis de Bougrenet de La Tocnaye , Laurent Dupont , Emmanuel Daniel , Vincent Nourrit , Christian Person et al.
France, N° de brevet: WO2022194922A1. DI-TBN-21-001. 2022
Patents hal-03794257v1

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
Conference papers hal-03737495v1

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
Conference papers hal-03737508v1

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
Conference papers hal-03737790v1

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.
International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore
Conference papers hal-03705507v1

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 et al.
Journal of Digital Imaging, 2022, ⟨10.1007/s10278-022-00678-9⟩
Journal articles hal-03683796v1
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Traitement possibiliste d'images, application au recalage d'images

Wissal Ben Marzouka
Traitement du signal et de l'image [eess.SP]. Ecole nationale supérieure Mines-Télécom Atlantique, 2022. Français. ⟨NNT : 2022IMTA0271⟩
Theses tel-03917545v1
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Secure data storage into DNA molecules compliant with biological constraints: Ensuring the confidentiality of data stored into DNA molecules

Chloé Berton , Gouenou Coatrieux , Dominique Lavenier
RITS 2022 - Recherche en Imagerie et Technologies pour la Santé, May 2022, Brest, France. pp.1-1
Conference poster hal-03817968v1

Using simulated CBCT images in deep learning methods for real CBCT segmentation

Nelly Abbani , Franklin Okoli , Vincent Jaouen , Julien Bert , David Sarrut et al.
Estro 2022, May 2022, Copenhagen/ Virtual, Denmark
Conference poster hal-03706427v1
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Technical Feasibility of Supervision of Stretching Exercises by a Humanoid Robot Coach for Chronic Low Back Pain: The R-COOL Randomized Trial

Agathe Blanchard , Sao Mai Nguyen , Maxime Devanne , Mathieu Simonnet , Myriam Le Goff-Pronost et al.
BioMed Research International , 2022, 2022, pp.1-10. ⟨10.1155/2022/5667223⟩
Journal articles hal-03606239v1