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| ||Statistical Inference ||MatthewBrett ||Thresholding: RFT, FDR, SNPM || attachment:cbu_spm_course_2007_mb_mcp.ppt || | ||Statistical Inference ||MatthewBrett ||Thresholding: RFT, FDR, SNPM || attachment:cbu_spm_course_2007_mb_inference.ppt || |
SPM5 fMRI CBU course for 2007
Given on Tues 27th Feb 2007
MRI Physics in a Nutshell |
T1, T2, T2*, BOLD contrast, structural MRI, functional MRI (EPI) |
attachment:cbu_spm_course_2007_cs.ppt |
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Biophysics of BOLD and common image artifacts |
BOLD, susceptibility, fieldmaps, common artifacts |
attachment:cbu_spm_course_2007_rc_biophysics.ppt |
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Spatial Preprocessing |
realignment, normalisation, smoothing, segmenting |
attachment:cbu_spm_course_2007_mb_spatial.ppt |
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The GLM and Friends |
OLS, ML, EM, ReML, nonsphericity |
attachment:cbu_spm_course_2007_ins.ppt |
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Convolution Models |
HRF, temporal basis functions, highpass filter, autocorrelation, nonlinearity |
attachment:cbu_spm_course_2007_rh_hrf.ppt |
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Statistical Inference |
Thresholding: RFT, FDR, SNPM |
attachment:cbu_spm_course_2007_mb_inference.ppt |
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Experimental design and optimisation |
Factorial designs, conjunctions, blocked/randomised, efficiency |
attachment:cbu_spm_course_2007_rh_design.ppt |
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Effective connectivity |
James Rowe |
Three methods: PPI, SEM, DCM |
attachment:cbu_spm_course_2007_jr.ppt |
Batching |
Batching with AA |
attachment:cbu_spm_course_2007_rc_aa.ppt |