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4. Functional Magnetic Resonance Imaging
William F. Eddy, Rebecca L. McNamee
Subsections
4.1 Introduction: Overview and Purpose of fMRI
4.2 Background
4.2.1 Magnetic Resonance (MR)
4.2.2 Magnetic Resonance Imaging (MRI)
4.2.3 Functional MRI
4.2.3.1 Early Brain Research
4.2.3.2 Functional Neuroimaging
4.2.3.3 Functional MRI
4.3 fMRI Data
4.3.1 Design of an fMRI Experiment
4.3.2 Data Collection
4.3.3 Sources of Bias and Variance in the Data
4.3.3.1 Noise from the Equipment
4.3.3.2 Noise from the Experimental Subject
4.3.3.3 External Noise
4.4 Modeling and Analysis
4.4.1 An Ideal Model
4.4.2 A Practical Approach
4.4.2.1 Preprocessing of the Data: Removal of Bias and Variance
4.4.2.2 Modeling and Analysis of the Data
4.5 Computational Issues
4.5.1 Software Packages for fMRI Data Analysis
4.5.2 Other Computational Issues
4.6 Conclusions
