Hamid Ladjal
- Simulation, Analyse et Animation pour la Réalité Augmentée (SAARA)
Domaines de recherche
Compétences
Publications
Publications
Automatic seal quality inspection using deep learning in mono material flexible packaging21st International Conference on Computer Vision Theory and Applications (VISAPP 2026), Mar 2026, Marbella, Spain |
|
Approche multi-axes basée deep learning pour la segmentation 3D du diaphragmeColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM 2026), Mar 2026, Lyon, France |
|
Évaluation de la segmentation des cavités nasales à l'aide d'une métrique topologique Betti-1Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM 2026), Mar 2026, Lyon, France |
|
Segmentation et reconstruction 3D de lignées cellulaires par apprentissage profond à partir des images confocalesColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM 2026), Mar 2026, Lyon, France |
|
A deep learning workflow for 3D segmentation and reconstruction of cell lines from confocal microscopy for Monte Carlo Radiobiology SimulationsIEEE, 48th Annual International Conference of Engineering in Medicine and Biology Society (EMBC), Jul 2026, Toronto, Canada |
|
|
|
EVALUATING SEGMENTATION USING BETTI-1 TOPOLOGICAL METRIC: APPLICATION TO NASAL CAVITIES IN THE CONTEXT OF AIRFLOW SIMULATIONInternation Symposium Biomedical Imaging (ISBI), Apr 2026, Londre, United Kingdom |
Diaphragm-Net: 3D full automatic segmentation of the diaphragm based on deep learning methods for 3D-CT imagesIEEE International Symposium on Biomedical Imaging, Apr 2025, Houston, United States |
|
Non-Linear Biomechanical Modeling of Lung Motion for Accurate Radiation TherapyComputational Biomechanics for Medicine XX, Dec 2025, Perth, Australia, Australia |
|
|
|
Leveraging Latent Space and Radiomics for Multi-Label Classification of Chest CT ScansPlate-Forme Intelligence Artificielle, Jun 2025, Dijon, France |
Lung tumor tracking based on biomechanical modeling and deep learning of the respiratory movement for radiation therapyComputer Assisted Radiology and Surgery (CARS 2024), Jun 2024, Barcelona, Spain |
|
Study the effect of the personalized lung compliance on lung tumor motion for radiation therapyIEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece |
|
Real time lung tumor tracking based on biomechanical modeling and LSTM network models of the respiratory movement for radiation therapyIEEE International Symposium on Biomedical Imaging, May 2024, Athens, Greece |
|
Organ motion for radiation therapyWorkshop CNAO and IN2P3, Nov 2021, Pavie, Italy |
|
Biomechanical Patient-Specific Model of the Respiratory System Based on 4D CT Scans and Controlled by Personalized PhysiologicalMedical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Sep 2017, Quebec, Canada. pp.216-223 |
|
Modeling of moving organsHadrontherapy School, Sep 2016, Pavia, Italy |
|
4D POSITRON EMISSION TOMOGRAPHY IMAGE RECONSTRUCTION BASED ON BIOMECHANICAL RESPIRATORY MOTIONIEEE International Symposium on Biomedical Imaging (IEEE ISBI), Apr 2016, Prague, Czech Republic. pp.99-102 |
|
MOTION-INDUCED MONTE CARLO DOSE CALCULATION USING DEFORMABLE TETRAHEDRAL MESHESIEEE International Symposium on Biomedical Imaging (IEEE ISBI), Apr 2016, Prague, Czech Republic. pp.1257-1260 |
|
4D dose calculations: Tetrahedral meshes versus voxel-based structuresICTR-PHE 2016, Feb 2016, CERN, Genève, Switzerland |
|
Physiological and Biomechanical Model of Patient Specific Lung Motion Based on 4D CT ImagesThe 8th Biomedical Engineering International Conference (IEEE BMEiCON2015), Nov 2015, Patt, Thailand. pp.1-5 |
|
4D dose calculations and 4D PET image reconstruction using deformable tetrahedral models of moving organsICTR-PHE 2014, Feb 2014, Genève, Switzerland. pp.S62 |
|
Biomechanical-based respiratory motion-compensation for 4D dose calculation during hadron therapy27th International Congress and Exhibition, Computer Assisted Radiology, Jun 2013, Heidelberg, Germany. pp.39-44, ⟨10.1007/s11548-013-0849-z⟩ |
|
Human Liver Multiphysics Modeling for 4D Dosimetry During HadrontherapyIEEE International Symposium on Biomedical Imaging (ISBI2013), Apr 2013, San Francisco, United States. pp.472-475, ⟨10.1109/ISBI.2013.6556514⟩ |
|
Patient Multi-Physics Modeling for Particle Therapy Simulations8èmes journées scientifiques du CLARA, Mar 2013, Lyon, France |
|
Appropriate Biomechanics and kinematics Modeling of the respiratory System: Human Diaphragm and ThoraxIEEE/RSJ International Conference on Intelligent Robots and Systems, Nov 2013, Tokyo, Japan. pp.2004-2009, ⟨10.1109/IROS.2013.6696623⟩ |
|
|
|
Modélisation biomécanique du diaphragme humain : du CT-4D au modèle du mouvementRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
Material density mapping on deformable 3D models of human organsICBBE 2012 : International Conference on Biomechanics and Biomedical Engineering, Jun 2012, Copenhagen, Denmark. pp.131-140 |
|
3D Biomechanical Modeling of the Human Diaphragm Based on CT Scan ImagesWorld Congress on Medical Physics and Biomedical Engineering, May 2012, Beijing, China. pp.2188-2191, ⟨10.1007/978-3-642-29305-4_574⟩ |
|
|
|
Microrobotic simulator for assisted biological cell injectionIEEE International Conference on Robotics and Automation, Sep 2011, San Francisco, United States. pp.1315 - 1320, ⟨10.1109/IROS.2011.6094965⟩ |
Développement d'un simulateur haptique pour la caractérisation et la micro-injection cellulaire36ème Congrès de la Société de Biomécanique, Aug 2011, Besançon, France. pp.1-6 |
|
|
|
Evaluation of Telerobotic Shared Control for Efficient Manipulation of Single Cells in MicroinjectionIEEE International Conference on Robotics and Automation (ICRA'2011), May 2011, Shanghai, China. pp.3382-3387, ⟨10.1109/ICRA.2011.5979868⟩ |
Real-Time Finite Element Modeling for Microrobotic Injection TrainingThe First International Conference on Manipulation, Manufacturing and Measurement on the Nanoscale (3M-NANO 2011) , Aug 2011, Changchun, China |
|
|
|
Realistic visual and haptic feedback simulator for real-time cell indentationIEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2009, Taipei, China. pp.3993 - 3998, ⟨10.1109/IROS.2010.5653281⟩ |
|
|
H Infinity robustification control of existing piezoelectric-stack actuated nanomanipulatorsIEEE International Conference on Robotics and Automation ICRA2009, May 2009, Kobe, Japan. pp.3353 - 3358, ⟨10.1109/ROBOT.2009.5152701⟩ |
|
|
Atomic force microscopy-based single-cell indentation: Experimentation and finite element simulationIEEE/RSJ International Conference on Intelligent Robots and Systems., Oct 2009, St. Louis, MO, United States. pp.1326 - 1332, ⟨10.1109/IROS.2009.5354351⟩ |
|
|
Interactive Cell Injection Simulation Based on 3D Biomechanical Tensegrity ModelIEEE/RSJ International Conference on Intelligent Robots and Systems., Sep 2008, Inconnu, France. pp.2296 - 2302, 30, ⟨10.1109/IROS.2008.4650973⟩ |
|
|
EVALUATING SEGMENTATION USING β1 TOPOLOGICAL METRIC: APPLICATION TO NASAL CAVITIES IN THE CONTEXT OF AIRFLOW SIMULATIONColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM 2026), Mar 2026, Lyon, France |
|
|
The PICTURE project: toward biological dose prediction of targeted radiotherapies emitting short-range ions, 19th International Congress on Neutron Capture Therapy19th International Congress on Neutron Capture Therapy, Sep 2021, Grenade, Spain. |
Multi-physics modeling of organs in motion (imaging and therapy)Peyrin, F., Dauvergne, D., & Beuf, O. (2025). Twelve Years of LabEx PRIMES (2012-2024), Zenodo, 2025, ⟨10.5281/zenodo.14806063⟩ |
|
Lung Tumor Tracking Based on Patient-Specific Biomechanical Model of the Respiratory SystemComputational Biomechanics for Medicine. MICCAI 2019, MICCAI 2018. Springer, Cham. Computational Biomechanics for Medicine, Springer, Cham, pp 5-16, 2020, 978-3-030-42427-5 |
|
Biomechanical Modeling of the Respiratory System: Human Diaphragm and ThoraxSpringer International Publishing. Computational Biomechanics for Medicine, Part II, Springer International Publishing, pp.101-115, 2015, Computational Biomechanics for Medicine, ⟨10.1007/978-3-319-15503-6_10⟩ |
|
Interoperability of Simulation Applications for Dynamic Network Enterprises Based on Cloud Computing - Aeronautics ApplicationAdvances in Transdisciplinary Engineering, Volume 1 : Moving Integrated Product Development to Service Clouds in the Global Economy, IOS Press, pp.597 - 606, 2014, 978-1-61499-439-8 |
Automatic Generation of 3D Cellular Geometries by Deep Learning for Monte Carlo SimulationsIndustry Day LABEX PRIMES, 2025 |
|
|
Twelve Years of LabEx PRIMES (2012-2024)Zenodo, 2025, ⟨10.5281/zenodo.14794956⟩ |
Modélisation et Simulation Multi-physiques du Système Respiratoire : quantification de mouvement et suivie des tumeurs pulmonaires, dosimétrie et imagerie de vérification en 4DComputer Science [cs]. université claude Bernard Lyon 1, 2023 |
Real Time Automatic Seal Defect Detection Based on Deep Learning Method for Mono-material Flexible Packaging in Manufacturing2022 |
|
|
2012 Activity Report of the Regional Research Programme on Hadrontherapy for the ETOILE Center[Research Report] Centre Etoile; Université Lyon 1 - Claude Bernard. 2013 |