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Imaging based dosimetry for 177Lu treatments in internal radiotherapy |
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Associate professor in medical imaging |
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Miniaturized ultrasounic transducer research and development |
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Structural and kinematic analysis of the arterial wall in ultrasound image sequences using deep learning |
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Regional pulmonary function measured by automated analysis of CT images for predictive phenotyping in COPD |
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PhD. Dosimetry for 177Lu treatments in internal radiotherapy based on imaging and Monte Carlo simulations |
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Deep predictive modeling of cancer imaging based on weak supervision and atypical losses (Year 2020-2021) |
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Structural and kinematic analysis of the arterial wall in ultrasound image sequences using deep learning |
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3D quantification of right ventricular shape and deformation from cardiac mesh sequences |
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Multiparametric MRI for the staging of hepatic steatosis at 11.7 T |
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Artificial Intelligence and Monte Carlo simulations for medical physics and nuclear medicine: investigating GAN for SPECT/PET imaging simulations |
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Unrolling directional total variation regularization algorithm for restoration of vascular structures |
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Manométrie intravasculaire par Doppler couleur pour des sténoses quasi-axisymétriques |
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Investigating parametric digital PET imaging in theranostic. Application to personalized 177Lu-based cancer treatments |
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PhD fellowship: X-ray spectral imaging for phase contrast retrieval |
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Prediction of response to treatment of stroke patients using a deep learning approach |
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Funded PhD position (IADoc@UDL program) : Federated machine learning for healthcare applications based on medical imaging |
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Artificial Intelligence and Monte Carlo simulations in medical physics: investigating Angular Response Functions for SPECT image simulation with neural network |
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Monte Carlo simulations guided by artificial intelligence for medical physics and nuclear medicine. Study of GANs to model phase spaces. |
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Research engineer/ Post-doc 12 months in artificial intelligence for medical image analysis starting Sept-Oct 2021 |
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Multiparametric functional atlas of the aorta |
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Small vessels imaging using ultrasound coherence |
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Multiparametric MRI analysis of the evolution of myocardial infarct patterns with representation learning |
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Simulated CBCT images for training Deep Learning based segmentation methods in Head and Neck radiation therapy |
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Self-supervised representation learning for anomaly detection in MRI neuroimaging |
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Image registration with deep learning |
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Multi-view analysis of left-right ventricular interactions using representation learning |
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Master Fellowship - Exponential Data Consistency Conditions for Patient Motion Detection and Correction |
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Postdoc fellowship: Exponential Data Consistency Conditions for Patient Motion Detection and Correction in SPECT |
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PhD fellowship: Exponential Data Consistency Conditions for Patient Motion Detection and Correction in SPECT |
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Interprétation des réseaux de neurones pour l'imagerie médicale |
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Deep-learning enhanced Compton camera imaging for nuclear medicine SPECT applications |
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(postdoc 3y) Estimating out-of-field dose distribution based on Monte Carlo training dataset |
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Postdoc 18 months: Population-wide personalization of biophysical models: application to the generation of large databases of synthetic myocardial infarcts |
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Deep learning-based spectral reconstruction for Compton camera devices |
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Realistic simulation of ultrasound image sequences for deep-learning-based assessment of arterial wall deformation |
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Data Science for Quantitative Acoustic Microscopy |
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Evaluation of new photo-thermal therapeutic nano-agents from multispectral photoacoustic imaging |
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Master fellowship: K-edge one-step spectral CT reconstruction for imaging myocardium ischemia |
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Neural Radiance Fields for Single Photon Emission Imaging |
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Monte Carlo simulation model of innovative SPECT systems |
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Optimization of Compton camera system design for nuclear medicine applications |
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Recalage par deep learning pour un simulateur en neurochirurgie |
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Hyperspectral Single-pixel Image Reconstruction using Nonnegative Matrix Factorization and Deep Learning |
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Deep diffusion models for anomaly detection |
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A Patient-Specific Digital Twin for Personalized Assessment of Mechanical Ventilation in Patients with ARDS |
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Development of a 3D platform for Passive Acoustic Mapping of cavitation |
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Planning-CT-less adaptive radiotherapy for Head-and-Neck Cancer on conventional Linacs |
