Information based approach of the phase contrast imaging by synchrotron radiation : Preclinical applications to brain imaging of the small animal

L’histologie virtuelle est un domaine qui suscite un intérêt de recherche croissant. Nous nous intéressons à une de ces techniques en particulier via l’imagerie de contraste de phase par rayonnement synchrotron. Cette imagerie nous permet d’observer des cerveaux de souris intacts avec une résolution spatiale de 8µm isotropique, soit une résolution similaire à celle d’une histologie optique classique mais sans endommager les tissus par des colorations ou des marquages spécifiques. Ces travaux de thèse sont organisés autour de trois grands axes. Un premier axe présente l’instrumentation photonique qui permet l’obtention du contraste de phase et le paramétrage original qui est proposé pour l’acquisition d’échantillons biologiques de composition hétérogène. Un second axe présente différents traitements d’images développés pour des tâches informationnelles précises telles que l’optimisation de la visualisation, la détection d’agrégats cellulaires et la tractographie de structures fibreuses. Enfin, une application biomédicale de ces traitements est proposée via la détection et la quantification de nanoparticules d’oxyde de fer dans un modèle expérimental d’accident vasculaire cérébral.Virtual histology is a field of investigation with growing interest in the commmunity of bioimage analysis. We focus on one of these techniques with the phase contrast tomography using synchrotron radiation. This technique allows us to visualize mice brains with no impact and with a spatial resolution of 8µm isotropically, which is a resolution similar to the one obtained with classic optical histology but without damaging samples with specific dyeing. This thesis is organized along three main axes. The first one presents photonic instrumentation which gives us access to the phase information and the original setting of a reconstruction parameter for the acquisition of biological heterogeneous samples. A second axis shows several image processing developed in order to address different informational tasks such as visual optimization, cellular aggregates detection or fiber tractography. Eventually, a biomedical application of these process is proposed by adressing detection and quantification of iron oxide nanoparticles in an experimental model of stroke

Approche informationnelle de l’imagerie de contraste de phase par rayonnement synchrotron : Applications précliniques à l’imagerie du cerveau du petit animal

Virtual histology is a field of investigation with growing interest in the commmunity of bioimage analysis. We focus on one of these techniques with the phase contrast tomography using synchrotron radiation. This technique allows us to visualize mice brains with no impact and with a spatial resolution of 8µm isotropically, which is a resolution similar to the one obtained with classic optical histology but without damaging samples with specific dyeing. This thesis is organized along three main axes. The first one presents photonic instrumentation which gives us access to the phase information and the original setting of a reconstruction parameter for the acquisition of biological heterogeneous samples. A second axis shows several image processing developed in order to address different informational tasks such as visual optimization, cellular aggregates detection or fiber tractography. Eventually, a biomedical application of these process is proposed by adressing detection and quantification of iron oxide nanoparticles in an experimental model of stroke.L’histologie virtuelle est un domaine qui suscite un intérêt de recherche croissant. Nous nous intéressons à une de ces techniques en particulier via l’imagerie de contraste de phase par rayonnement synchrotron. Cette imagerie nous permet d’observer des cerveaux de souris intacts avec une résolution spatiale de 8µm isotropique, soit une résolution similaire à celle d’une histologie optique classique mais sans endommager les tissus par des colorations ou des marquages spécifiques. Ces travaux de thèse sont organisés autour de trois grands axes. Un premier axe présente l’instrumentation photonique qui permet l’obtention du contraste de phase et le paramétrage original qui est proposé pour l’acquisition d’échantillons biologiques de composition hétérogène. Un second axe présente différents traitements d’images développés pour des tâches informationnelles précises telles que l’optimisation de la visualisation, la détection d’agrégats cellulaires et la tractographie de structures fibreuses. Enfin, une application biomédicale de ces traitements est proposée via la détection et la quantification de nanoparticules d’oxyde de fer dans un modèle expérimental d’accident vasculaire cérébral

Utilisation d'un moteur de développement de jeux video pour le développement d'une application basique d'imagerie médicale

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Prototypage rapide d'applications d'imagerie médicale exploitant un casque de réalité virtuelle

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Comparison of propagation-based phase contrast tomography and full-field optical coherence tomography on bone tissue

International audienceThe current huge development of new 3D microscopic techniques (synchrotron microtomography, optical coherence tomography, light sheet microscopy, …) opens a large variety of new perspectives for life sciences. The contrasts of these new microscopies are mostly well understood on samples of known material content such as those used in physics or instrumentation studies. The situation is different when it comes to the interpretation of the contrasts observed with complex heterogeneous media found in biology. Therefore determining which 3D microscopy technique is suited for which biological question is a topic of current interest (see [1,2] for instance in our group).In this communication, we propose a comparison of the contrast observed with full-field optical coherence tomography (OCT) and propagation-based phase contrast tomography (PCT) on bone tissue at similar spatial resolution. A first comparison of OCT with standard absorption microtomography was given in [3] for bones and we extend this comparison to PCT which is known to provide enhanced contrast on bones at multiple scales [4]. The contrast of both these techniques are a priori interesting to be compared since they both rely on discontinuities of refraction index. This produces phase shift in PCT which operates in the X-ray domain with a monochromatic beam (generated by a synchrotron) while this generates direct intensity reflexion with OCT which only resorts to white light in the visible domain

Automatic segmentation methods for liver and hepatic vessels from CT and MRI volumes, applied to the Couinaud scheme

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Synchrotron X-Ray Phase-Contrast Imaging To Simulate Diffusion Tensor MRI: Application to Tractograhy

International audienceAs it provides the only method for mapping neural tracts in vivo, diffusion MRI tractography is gaining importance in clinical and neuroscience research. However, the precision of tractography results is influenced by many factors. In this study, we propose a highly realistic simulator based on real data acquired by synchrotron x-ray phase-contrast imaging. This imaging technique with histology-like resolution is demonstrated to reveal adequately the mouse brain in 3D by comparison with classical histology, which loses continuity along the sectioning axis. We expect that our simulator may serve as a tool for the validation and optimization of tractography algorithms

SYNCHROTRON X-RAY PHASE-CONTRAST IMAGING TO SIMULATE DIFFUSION TENSOR MRI: APPLICATION TO TRACTOGRAPHY

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Segmentation of amyloid-β plaques in three mouse models of Alzheimer’s disease using X-ray phase contrast-computed tomography

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