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- Belbadaoui, TahaÉtudiant 2e cycle
Deep Learning Segmentation of Infiltrative and Enhancing Cellular Tumor at Pre- and Posttreatment Multishell Diffusion MRI of Glioblastoma
Article de revueRadiol Artif Intell, 6 (5), 2024.
Comparison of compartmental analytical Blood-Oxygen-Level-Dependent functional Magnetic Resonance Imaging models against Monte Carlo simulations performed over cortical micro-angiograms
Article de revueNMR Biomed, 2024.
Deep learning of chest X-rays can predict mechanical ventilation outcome in ICU-admitted COVID-19 patients
Article de revueSci Rep, 12 (1), 2022.
Automatic Graph-Based Modeling of Brain Microvessels Captured With Two-Photon Microscopy
Article de revueIEEE J Biomed Health Inform, 23 (6), 2019.
Dependence of the MR signal on the magnetic susceptibility of blood studied with models based on real microvascular networks
Article de revueMagn Reson Med, 81 (6), 2019.
Modeling of Cerebral Oxygen Transport Based on In vivo Microscopic Imaging of Microvascular Network Structure, Blood Flow, and Oxygenation
Article de revueFront Comput Neurosci, 10 , 2016.
Validation and optimization of hypercapnic-calibrated fMRI from oxygen-sensitive two-photon microscopy
Article de revuePhilos Trans R Soc Lond B Biol Sci, 371 (1705), 2016.
Sensitivity of laser speckle contrast imaging to flow perturbations in the cortex
Article de revueBiomed Opt Express, 7 (3), 2016.
Quantifying the microvascular origin of BOLD-fMRI from first principles with two-photon microscopy and an oxygen-sensitive nanoprobe
Article de revueJ Neurosci, 35 (8), 2015.
Multimodal reconstruction of microvascular-flow distributions using combined two-photon microscopy and Doppler optical coherence tomography
Article de revueNeurophotonics, 2 (1), 2015.
Projets actifs
- Deep Learning segmentation of cellular tumor from multishell diffusion MRI, du 2024-07-01 au 2025-06-30
- Fonds de démarrage pour chercheurs en debut de carrière – Bourse de recrutement étudiant, du 2024-07-01 au 2028-06-30
- Microscopic modeling of diffusion MRI in brain tumors from histology slices, du 2023-12-05 au 2025-03-31
- Multiscale modeling of Magnetic Resonance Imaging, du 2024-04-01 au 2029-03-31
- Multiscale modeling of Magnetic Resonance Imaging, du 2024-04-01 au 2029-03-31
- Optimisation et développement de nouveaux biomarqueurs d'imagerie cérébrales à l'aide de l'IRM de Diffusion combinée à l'Intelligence Artificielle, du 2024-07-01 au 2028-06-30
- Optimisation et développement de nouveaux biomarqueurs d'imagerie cérébrales à l'aide de l'IRM de Diffusion combinée à l'Intelligence Artificielle, du 2024-07-01 au 2028-06-30
- Oxygenation mapping in brain tumors with qBOLD MRI, du 2024-04-01 au 2025-03-31
- Validation of Deep Learning segmentation of cellular tumor from multishell Diffusion, du 2024-05-01 au 2026-04-30