Brain Imaging and Hemodynamic Models: Methods for fMRI analysis, EEG-fMRI fusion and Optical Imaging of the Cerebral Blood Flow based on physiological models - Couverture souple

Deneux, Thomas

 
9783843390866: Brain Imaging and Hemodynamic Models: Methods for fMRI analysis, EEG-fMRI fusion and Optical Imaging of the Cerebral Blood Flow based on physiological models
Couverture souple
ISBN 10 : 384339086X ISBN 13 : 9783843390866
Editeur : LAP LAMBERT Academic Publishing, 2011

Synopsis

Function Magnetic Resonance Imaging (fMRI) provides recording of humain brain activity at high spatial resolution. It measures the changes in blood dynamics related to the neural activity. While most fMRI analysis methods assume a very simple linear relationship between neural activity and this hemodynamic response, it is not clear whether actually more physiologically-based models are needed to extract exact information, or allow complex analysis such as the fusion between fMRI and EEG data. This is the general question asked in this book. On the one hand, a new methodology is set for the analysis of fMRI data and for EEG-fMRI fusion, based on physiological models. On the other hand, this methodology, and more experimental investigations based on Optical Imaging recording of the cerebral blood flow, volume, and oxygenation, are used to determine which models should be used, and whether their linear approximation is acceptable. The critical physiological question treated in this work, but also the rich developments of algorithms, such as fMRI-EEG fusion and red blood cell tracking, make it an important contribution to brain imaging science.

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Présentation de l'éditeur

Function Magnetic Resonance Imaging (fMRI) provides recording of humain brain activity at high spatial resolution. It measures the changes in blood dynamics related to the neural activity. While most fMRI analysis methods assume a very simple linear relationship between neural activity and this hemodynamic response, it is not clear whether actually more physiologically-based models are needed to extract exact information, or allow complex analysis such as the fusion between fMRI and EEG data. This is the general question asked in this book. On the one hand, a new methodology is set for the analysis of fMRI data and for EEG-fMRI fusion, based on physiological models. On the other hand, this methodology, and more experimental investigations based on Optical Imaging recording of the cerebral blood flow, volume, and oxygenation, are used to determine which models should be used, and whether their linear approximation is acceptable. The critical physiological question treated in this work, but also the rich developments of algorithms, such as fMRI-EEG fusion and red blood cell tracking, make it an important contribution to brain imaging science.

Biographie de l'auteur

Thomas Deneux, PhD, studied Mathematics at the Ecole Normale Supérieure, Paris. He is currently conducting Neurobiology research at the CNRS, Marseille.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
384339086X
ISBN 13 
9783843390866
Reliure
Broché
Nombre de pages
216
Coordonnées du fabricant
non disponible
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