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