2,110 research outputs found

    Decreased cerebral blood flow in chronic pediatric mild TBI: an MRI perfusion study

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    We evaluated cerebral blood flow (CBF) in chronic pediatric mild traumatic brain injury (mTBI) using arterial spin labeling (ASL) magnetic resonance imaging perfusion. mTBI patients showed lower CBF than controls in bilateral frontotemporal regions, with no between-group cognitive differences. Findings suggest ASL may be useful to assess functional abnormalities in pediatric mTBI

    Cerebral blood flow estimation from Arterial Spin Labeling MRI with Look-Locker readout: a bayesian approach

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    Arterial Spin Labeling (ASL) è una tecnica MRI che permette di misurare la perfusione in maniera completamente non invasiva. Diversi modelli sono stati proposti in letteratura per la quantificazione della perfusione (CBF) da acquisizioni ASL. In questo lavoro viene proposto un approccio bayesiano alla quantificazione, in grado di indirizzare al meglio le conoscenze disponibili sui parametri inclusi nel modello. Il modello standard, conosciuto anche come modello di Buxton, è stato consideratoopenEmbargo per motivi di priorità nella ricerca previo accordo con terze part

    Evaluation Of Pseudocontinuous Arterial Spin Labeling Technique In 1.5 T Mri: A Phantom Study

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    Rutin penggunaan arteri pelabelan spin (ASL) dalam diagnosis pelbagai patologi otak masih menghadapi banyak cabaran dalam pemerolehan imej, pemprosesan dan analisis terutamanya dalam aliran darah serebral. The routine use of arterial spin labeling (ASL) in diagnosis various brain pathology still facing challenges in image acquisition, post processing and analysis of MR images

    Non-contrast MRI perfusion imaging

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    Tato bakalářská práce je zaměřena na bezkontrastní techniky magnetické rezonance pro kvantitativní hodnocení prokrvení tkáně. Práce obsahuje popis základních funkčních principů magnetické rezonance a je zaměřena především na techniky Arterial Spin Labeling (ASL). Princip této metody spočívá ve využití protonů molekul vody v tepenné krvi jako nitrotělní kontrastní látky. Pomocí této metody je možné vytvořit mapu prokrvení libovolného orgánu bez použití invazivních technik a kontrastních látek. V této práci byla ke kvantifikaci prokrvení zvolena technika FAIR-RARE, jedna z technik z široké skupiny pulsního ASL.This bachelor paper is focused on the magnetic resonance perfusion imaging technic without the usage of an external contrast media. This paper contains a look at the basic functional principle of the magnetic resonance. The focus is then set set on the Arterial Spin Labeling (ASL) technic. The basic principle of ASL uses protons from the water mocelules in arterial blood as an endogenous contrast agent. This technic can be used for obtaining a perfusion map of any tissue without the usage of invasiont echnics or contrast agents. The quantification of perusion was done applying the FAIR-RARE scheme, which belongs to the large family pulsed ASL.

    Support vector machine classification of arterial volumeâ weighted arterial spin tagging images

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    IntroductionIn recent years, machineâ learning techniques have gained growing popularity in medical image analysis. Temporal brainâ state classification is one of the major applications of machineâ learning techniques in functional magnetic resonance imaging (fMRI) brain data. This article explores the use of support vector machine (SVM) classification technique with motorâ visual activation paradigm to perform brainâ state classification into activation and rest with an emphasis on different acquisition techniques.MethodsImages were acquired using a recently developed variant of traditional pseudocontinuous arterial spin labeling technique called arterial volumeâ weighted arterial spin tagging (AVAST). The classification scheme is also performed on images acquired using blood oxygenationâ level dependent (BOLD) and traditional perfusionâ weighted arterial spin labeling (ASL) techniques for comparison.ResultsThe AVAST technique outperforms traditional pseudocontinuous ASL, achieving classification accuracy comparable to that of BOLD contrast images.ConclusionThis study demonstrates that AVAST has superior signalâ toâ noise ratio and improved temporal resolution as compared with traditional perfusionâ weighted ASL and reduced sensitivity to scanner drift as compared with BOLD. Owing to these characteristics, AVAST lends itself as an ideal choice for dynamic fMRI and realâ time neurofeedback experiments with sustained activation periods.In this article, we test the performance of our recently introduced method for dynamic arterial blood volume imaging (AVAST) in the context of functional MRI data classification. AVAST is compared with blood oxygenationâ level dependent (BOLD) and arterial spin labeling (ASL) perfusion data collected during a simple motor task using a support vector machine algorithm to classify the brain state. Findings suggest that the AVAST technique has similar performance as BOLD imaging, while preserving the statistical benefits of ASL techniques.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/135476/1/brb3549_am.pdfhttp://deepblue.lib.umich.edu/bitstream/2027.42/135476/2/brb3549.pd

    Early-stage differentiation between presenile Alzheimer’s disease and frontotemporal dementia using arterial spin labeling MRI

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    Objective: To investigate arterial spin labeling (ASL)-MRI for the early diagnosis of and differentiation between the two most common types of presenile dementia: Alzheimer’s disease (AD) and frontotemporal dementia (FTD), and for distinguishing age-related from pathological perfusion changes. Methods: Thirteen AD and 19 FTD patients, and 25 age-matched older and 22 younger controls underwent 3D pseudo-continuous ASL-MRI at 3 T. Gray matter (GM) volume and cerebral blood flow (CBF), corrected for partial volume effects, were quantified in the entire supratentorial cortex and in 10 GM regions. Sensitivity, specificity and diagnostic performance were evaluated in regions showing significant CBF differences between patient groups or between patients and older controls. Results: AD compared with FTD patients had hypoperfusion in the posterior cingulate cortex,
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