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Informationen zum Autor Landini, Luigi; Positano, Vincenzo; Santarelli, Maria Klappentext Magnetic Resonance Imaging (MRI) is a growing technique that has the potential to greatly improve medical diagnosis. The challenge of using MRI in medicine rests in the development of new generations of contrast media using targeted nanoparticles to improve signal detection at the molecular level! as well as in the improvement of image processing algorithms for the increased detection of disease. Advanced Image Processing in Magnetic Resonance Imaging uses a signal processing approach to describe the fundamentals of MRI. The authors cover physical MRI fundamentals! image segmentation and quantitative analysis! modeling and analysis in perfusion images! functional signal analysis! and perspectives. Zusammenfassung Magnetic Resonance Imaging (MRI) is a technique that has the potential to improve medical diagnosis. This work uses a signal processing approach to describe the fundamentals of MRI. It covers physical MRI fundamentals, image segmentation and quantitative analysis, modeling and analysis in perfusion images and functional signal analysis. Inhaltsverzeichnis SIGNAL AND IMAGE GENERATION AND RECONSTRUCTIONBasic Physics of MR Signal and Image Generation; M.F. SantarelliAdvanced Image Reconstruction Methods in MRI; L. Ying and Z-P. LiangParallel MRI: Concepts and Methods; W.E. Kyriakos and W.S. HogeSNR IMPROVEMENT AND INHOMOGENEITIES CORRECTIONEstimation of Signal and Noise Parameters from MR Data; A.J. den Dekker and J. SijbersRetrospective Evaluation and Correction of Intensity Inhomogeneity; M. Styner and K. Van LeemputNoise Filtering Methods in MRI; L. Landini! M. Lombardi! and A. BenassiIMAGE PROCESSING AND QUANTITATIVE ANALYSISImage Registration Methods in MRI; V. PositanoMultimodal Integration: fMRI! MRI! EEG! and MEG; Y.O. Halchenko! S.J. Hanson! and B.A. PearlmutterA Survey of Three-Dimensional Modeling Techniques for Quantitative Functional Analysis of Cardiac Images; A.F. Frangi! W.J. Niessen! M.A. Viergever! and B.P.F. LelieveldtMRI Measurement of Heart Wall Motion; A.A. YoungSPECTROSCOPY! DIFFUSION! ELASTICITY: FROM MODELING TO PARAMETRIC IMAGE GENERATIONPrinciples of MR Spectroscopy and Chemical Shift Imaging; U. Klose and F. JiruData Processing Methods in MRS; L.T. Mainardi and S. CeruttiImage Processing of Diffusion Tensor MRI Data; L. O'Donnell! S. Haker! and C-F. WestinAnalysis of Dynamic Magnetic Resonance Elastography Data; A. ManducaBOLD CONTRAST MR IMAGING AND fMRI SIGNAL ANALYSISFundamentals of Data Analysis Methods in Functional MRI; E. Formisano! F. Di Salle! and R. GoebelExploratory Data Analysis Methods in Functional MRI; N. Vanello and L. LandiniClassical and Bayesian Inference in fMRI; W.D. Penny and K.J. FristonModeling and Nonlinear Analysis in fMRI via Statistical Learning; Y.M. WangAssessment of Cerebral Blood Flow! Volume! and Mean Transit Time from Bolus-Tracking MRI Images: Theory and Practice; A. Bertoldo! F. Zanderigo! and C. CobelliINDEX ...
