Functional Magnetic Resonance Imaging Processing (Record no. 93991)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04519nam a22005175i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-94-007-7302-8 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20140220082530.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130913s2014 ne | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789400773028 |
| -- | 978-94-007-7302-8 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-94-007-7302-8 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | RC321-580 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | PSAN |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MED057000 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 612.8 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Li, Xingfeng. |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Functional Magnetic Resonance Imaging Processing |
| Medium | [electronic resource] / |
| Statement of responsibility, etc | by Xingfeng Li. |
| 264 #1 - | |
| -- | Dordrecht : |
| -- | Springer Netherlands : |
| -- | Imprint: Springer, |
| -- | 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XIII, 221 p. 72 illus., 58 illus. in color. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface -- MRI perfusion weighted imaging analysis -- Perfusion imaging -- Gamma-variate fitting -- AIF selection -- Dispersion effects in DSC-MRI -- -Summary of the PWI algorithm -- First level fMRI data analysis for activation detection -- fMRI experimental design -- fMRI data pre-processing -- Activation detection: model free and model based methods -- Models for hemodynamic response function and drift -- General linear model (GLM) for activation detect -- Hypothesis test and threshold correction -- Summary of algorithm for 1st level fMRI data analysis -- 2nd level fMRI data analysis using mixed model -- Mixed model for fMRI data analysis -- Numerical analysis for mixed effect models -- Iterative trust region method for ML estimation -- Exception trust region algorithm for second level fMRI data analysis -- Degree of freedom (DF) estimation -- fMRI data analysis future directions -- Second level fMRI data processing algorithm summary.- fMRI effective connectivity study -- Nonlinear system identification method for fMRI effective connectivity analysis -- Model selections for effective connectivity study -- Robust method for second level analysis -- Effective connectivity for resting-state fMRI data -- Limitations for fMRI effective connectivity in this study -- Summary of the algorithm for fMRI effective connectivity study.Diffusion weighted imaging analysis -- Basic principle of diffusion MRI and DTI data analysis -- Fiber tracking -- High angular resolution diffusion imaging (HARDI) analysis -- Adaptive Q-ball imaging regularization -- Diffusion spectrum imaging -- Summary and future directions -- Summary of DTI, QBI and DSI image analysis methods -- Voxel based morphometry and its application to Alzheimer’s disease study -- Background for voxel based morphometry analysis -- Enhanced VBM -- Longitudinal VBM and its application to AD study -- Effective connectivity for longitudinal data analysis -- Other type of sMRI data analysis -- Summary of (longitudinal) VBM analysis methods -- Appendixes -- Question answers and hints. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | With strong numerical and computational focus, this book serves as an essential resource on the methods for functional neuroimaging analysis, diffusion weighted image analysis, and longitudinal VBM analysis. It includes four MRI image modalities analysis methods. The first covers the PWI methods, which is the basis for understanding cerebral flow in human brain. The second part, the book’s core, covers MRI methods in three specific domains: first level analysis, second level analysis, and effective connectivity study. The third part covers the analysis of Diffusion weighted image, i.e. DTI, QBI and DSI image analysis. Finally, the book covers (longitudinal) VBM methods and its application to Alzheimer’s disease study. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Medicine. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Neurosciences. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Radiology, Medical. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer vision. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Consciousness. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Biomedicine. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Neurosciences. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Imaging, Vision, Pattern Recognition and Graphics. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics and Computing/Statistics Programs. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Cognitive Psychology. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Imaging / Radiology. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Numerical and Computational Physics. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9789400773011 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-94-007-7302-8 |
| 912 ## - | |
| -- | ZDB-2-SBL |
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