Qingyang Li | 2013/03/27 | Qingyang.Li@Childmind.org
This page makes more sense when camparing side by side with Smoothness Estimation, part 2
Here I plotted the smoothness of the data that were one step before the final smoothed file. These files were Z-maps for each measurement of resting-stat fMRI. They were all registered into MNI152 space.
setwd("/home2/data/Projects/NKI_TRT_paper/NewAnalysisWithCPAC/Smoothestimation")
library(ggplot2)
plotDeriv_sub <- function(x, deriv, axis = "x", outSummary = "off") {
require(ggplot2)
subdf = subset(x, x$derivative == deriv)
if (outSummary == "on") {
print(summary(subdf))
}
if (axis == "x") {
p = ggplot(data = subdf, mapping = aes(scan, FWHMx, colour = session))
p = p + geom_violin(alpha = 0.5) + stat_summary(fun.y = median, geom = "point",
color = "black", fill = "black", pch = 23, size = 2) + facet_grid(session ~
., scales = "fixed", space = "fixed") + ggtitle(paste(deriv, "FWHMx: Sub_level")) +
xlab("Scan Type") + ylab("Estimated Smoothness")
p = p + theme(axis.text.x = element_text(angle = 60, hjust = 1))
}
if (axis == "y") {
p = ggplot(data = subdf, mapping = aes(scan, FWHMy, colour = session))
p = p + geom_violin(alpha = 0.5) + stat_summary(fun.y = median, geom = "point",
color = "black", fill = "black", pch = 23, size = 2) + facet_grid(session ~
., scales = "fixed", space = "fixed") + ggtitle(paste(deriv, "FWHMy: Sub_level")) +
xlab("Scan Type") + ylab("Estimated Smoothness")
p = p + theme(axis.text.x = element_text(angle = 60, hjust = 1))
}
if (axis == "z") {
p = ggplot(data = subdf, mapping = aes(scan, FWHMz, colour = session))
p = p + geom_violin(alpha = 0.5) + stat_summary(fun.y = median, geom = "point",
color = "black", fill = "black", pch = 23, size = 2) + facet_grid(session ~
., scales = "fixed", space = "fixed") + ggtitle(paste(deriv, "FWHMz: Sub_level")) +
xlab("Scan Type") + ylab("Estimated Smoothness")
p = p + theme(axis.text.x = element_text(angle = 60, hjust = 1))
}
return(p)
}
plotDeriv_grp <- function(x, deriv, axis = "x", outSummary = "off") {
require(ggplot2)
subdf = subset(x, x$derivative == deriv)
if (outSummary == "on") {
print(summary(subdf))
}
if (axis == "x") {
p = ggplot(subdf, aes(x = scan, y = FWHMx, colour = session, group = session))
p = p + geom_line() + geom_point() + ggtitle(paste(deriv, "FWHMx: Grp_level")) +
xlab("Scan Type") + ylab("Estimated Smoothness")
p = p + theme(axis.text.x = element_text(angle = 60, hjust = 1))
}
if (axis == "y") {
p = ggplot(subdf, aes(x = scan, y = FWHMy, colour = session, group = session))
p = p + geom_line() + geom_point() + ggtitle(paste(deriv, "FWHMy: Grp_level")) +
xlab("Scan Type") + ylab("Estimated Smoothness")
p = p + theme(axis.text.x = element_text(angle = 60, hjust = 1))
}
if (axis == "z") {
p = ggplot(subdf, aes(x = scan, y = FWHMz, colour = session, group = session))
p = p + geom_line() + geom_point() + ggtitle(paste(deriv, "FWHMz: Grp_level")) +
xlab("Scan Type") + ylab("Estimated Smoothness")
p = p + theme(axis.text.x = element_text(angle = 60, hjust = 1))
}
return(p)
}
derivs = c("alff", "degree_centrality_binarize", "degree_centrality_weighted",
"falff", "reho", "vmhc", "sca_roi_PNAS_smith10_plus5_1", "sca_roi_PNAS_smith10_plus5_10",
"sca_roi_PNAS_smith10_plus5_11", "sca_roi_PNAS_smith10_plus5_12", "sca_roi_PNAS_smith10_plus5_13",
"sca_roi_PNAS_smith10_plus5_14", "sca_roi_PNAS_smith10_plus5_15", "sca_roi_PNAS_smith10_plus5_2",
"sca_roi_PNAS_smith10_plus5_3", "sca_roi_PNAS_smith10_plus5_4", "sca_roi_PNAS_smith10_plus5_5",
"sca_roi_PNAS_smith10_plus5_6", "sca_roi_PNAS_smith10_plus5_7", "sca_roi_PNAS_smith10_plus5_8",
"sca_roi_PNAS_smith10_plus5_9", "spatial_regression_spatial_map_rsn_2mm_0",
"spatial_regression_spatial_map_rsn_2mm_1", "spatial_regression_spatial_map_rsn_2mm_2",
"spatial_regression_spatial_map_rsn_2mm_3", "spatial_regression_spatial_map_rsn_2mm_4",
"spatial_regression_spatial_map_rsn_2mm_5", "spatial_regression_spatial_map_rsn_2mm_6",
"spatial_regression_spatial_map_rsn_2mm_7")
df_b4smooth_sub = read.csv("/home2/data/Projects/NKI_TRT_paper/NewAnalysisWithCPAC/Smoothestimation/SmoothnessofDerivatives_b4smooth_estimated_byAFNI_sub1.csv")
# here we only show the data for one of the strategy
df_b4smooth_sub = subset(df_b4smooth_sub, df_b4smooth_sub$pipeline == "pipeline_NewStrawn" &
(df_b4smooth_sub$scan == "mx_1400_First5Min" | df_b4smooth_sub$scan == "mx_1400_First5MinDS" |
df_b4smooth_sub$scan == "mx_1400_First5MinDSNF" | df_b4smooth_sub$scan ==
"mx_645_First5Min" | df_b4smooth_sub$scan == "mx_645_First5MinDS" |
df_b4smooth_sub$scan == "mx_645_First5MinDSNF" | df_b4smooth_sub$scan ==
"std_2500"))
df_b4smooth_grp = read.csv("/home2/data/Projects/NKI_TRT_paper/NewAnalysisWithCPAC/Smoothestimation/SmoothnessofDerivatives_b4smooth_estimated_byAFNI_grp.csv")
# here we only show the data for one of the strategy
df_b4smooth_grp = subset(df_b4smooth_grp, df_b4smooth_grp$pipeline == "pipeline_NewStrawn" &
(df_b4smooth_grp$scan == "mx_1400_First5Min" | df_b4smooth_grp$scan == "mx_1400_First5MinDS" |
df_b4smooth_grp$scan == "mx_1400_First5MinDSNF" | df_b4smooth_grp$scan ==
"mx_645_First5Min" | df_b4smooth_grp$scan == "mx_645_First5MinDS" |
df_b4smooth_grp$scan == "mx_645_First5MinDSNF" | df_b4smooth_grp$scan ==
"std_2500"))
df_b4smooth_grp$session = as.factor(df_b4smooth_grp$session)
df_b4smooth_sub$session = as.factor(df_b4smooth_sub$session)
summary(df_b4smooth_sub)
## pipeline scan
## pipeline_NewStrawn :8932 mx_1400_First5Min :1276
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :1276
## mx_1400_First5MinDSNF:1276
## mx_645_First5Min :1276
## mx_645_First5MinDS :1276
## mx_645_First5MinDSNF :1276
## (Other) :1276
## derivative session subid
## alff : 308 1:4466 Min. : 21002
## degree_centrality_binarize : 308 2:4466 1st Qu.:1793622
## degree_centrality_weighted : 308 Median :3257582
## falff : 308 Mean :3507852
## reho : 308 3rd Qu.:4176156
## sca_roi_PNAS_smith10_plus5_1: 308 Max. :9630905
## (Other) :7084
## FWHMx FWHMy FWHMz
## Min. :2.66 Min. :2.53 Min. :2.19
## 1st Qu.:3.19 1st Qu.:3.15 1st Qu.:2.98
## Median :4.24 Median :3.97 Median :4.19
## Mean :4.09 Mean :3.87 Mean :3.96
## 3rd Qu.:4.51 3rd Qu.:4.21 3rd Qu.:4.48
## Max. :9.19 Max. :7.72 Max. :8.57
##
summary(df_b4smooth_grp)
## pipeline scan
## pipeline_NewStrawn :406 mx_1400_First5Min :58
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :58
## mx_1400_First5MinDSNF:58
## mx_645_First5Min :58
## mx_645_First5MinDS :58
## mx_645_First5MinDSNF :58
## (Other) :58
## derivative session FWHMx
## alff : 14 1:203 Min. : 2.25
## degree_centrality_binarize : 14 2:203 1st Qu.: 3.85
## degree_centrality_weighted : 14 Median : 4.77
## falff : 14 Mean : 4.81
## reho : 14 3rd Qu.: 5.47
## sca_roi_PNAS_smith10_plus5_1: 14 Max. :11.76
## (Other) :322
## FWHMy FWHMz
## Min. : 2.44 Min. : 2.43
## 1st Qu.: 3.92 1st Qu.: 3.44
## Median : 4.53 Median : 4.73
## Mean : 4.66 Mean : 4.64
## 3rd Qu.: 5.05 3rd Qu.: 5.41
## Max. :12.25 Max. :12.91
##
for (i in derivs) {
print(plotDeriv_sub(df_b4smooth_sub, i, "x", outSummary = "on"))
print(plotDeriv_grp(df_b4smooth_grp, i, "x", outSummary = "on"))
print(plotDeriv_sub(df_b4smooth_sub, i, "y"))
print(plotDeriv_grp(df_b4smooth_grp, i, "y"))
print(plotDeriv_sub(df_b4smooth_sub, i, "z"))
print(plotDeriv_grp(df_b4smooth_grp, i, "z"))
}
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## alff :308 1:154 Min. : 21002
## degree_centrality_binarize : 0 2:154 1st Qu.:1793622
## degree_centrality_weighted : 0 Median :3257582
## falff : 0 Mean :3507852
## reho : 0 3rd Qu.:4176156
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :3.06 Min. :2.97 Min. :3.13
## 1st Qu.:3.54 1st Qu.:3.43 1st Qu.:3.49
## Median :4.53 Median :4.27 Median :4.49
## Mean :4.36 Mean :4.08 Mean :4.24
## 3rd Qu.:5.00 3rd Qu.:4.64 3rd Qu.:4.87
## Max. :6.11 Max. :5.38 Max. :5.67
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## alff :14 1:7 Min. :5.61 Min. :6.07
## degree_centrality_binarize : 0 2:7 1st Qu.:5.71 1st Qu.:6.17
## degree_centrality_weighted : 0 Median :6.82 Median :6.91
## falff : 0 Mean :6.42 Mean :6.63
## reho : 0 3rd Qu.:7.00 3rd Qu.:6.96
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :7.09 Max. :7.11
## (Other) : 0
## FWHMz
## Min. :5.36
## 1st Qu.:5.57
## Median :6.63
## Mean :6.29
## 3rd Qu.:6.78
## Max. :7.38
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## degree_centrality_binarize :308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_weighted : 0 Median :3257582
## falff : 0 Mean :3507852
## reho : 0 3rd Qu.:4176156
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :3.81 Min. :3.71 Min. :3.32
## 1st Qu.:4.52 1st Qu.:4.53 1st Qu.:4.15
## Median :5.44 Median :4.97 Median :5.43
## Mean :5.40 Mean :5.01 Mean :5.23
## 3rd Qu.:6.11 3rd Qu.:5.41 3rd Qu.:6.17
## Max. :8.07 Max. :7.01 Max. :8.57
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## degree_centrality_binarize :14 1:7 Min. :4.55 Min. :4.68
## alff : 0 2:7 1st Qu.:4.70 1st Qu.:4.85
## degree_centrality_weighted : 0 Median :5.17 Median :5.23
## falff : 0 Mean :5.17 Mean :5.13
## reho : 0 3rd Qu.:5.59 3rd Qu.:5.32
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :5.91 Max. :5.69
## (Other) : 0
## FWHMz
## Min. :4.28
## 1st Qu.:4.42
## Median :5.34
## Mean :5.04
## 3rd Qu.:5.49
## Max. :5.87
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## degree_centrality_weighted :308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## falff : 0 Mean :3507852
## reho : 0 3rd Qu.:4176156
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :3.82 Min. :3.73 Min. :3.31
## 1st Qu.:4.53 1st Qu.:4.57 1st Qu.:4.14
## Median :5.44 Median :4.98 Median :5.41
## Mean :5.39 Mean :5.02 Mean :5.20
## 3rd Qu.:6.14 3rd Qu.:5.42 3rd Qu.:6.12
## Max. :8.17 Max. :6.85 Max. :8.16
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## degree_centrality_weighted :14 1:7 Min. :4.59 Min. :4.73
## alff : 0 2:7 1st Qu.:4.79 1st Qu.:4.96
## degree_centrality_binarize : 0 Median :5.26 Median :5.33
## falff : 0 Mean :5.27 Mean :5.25
## reho : 0 3rd Qu.:5.77 3rd Qu.:5.51
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :6.02 Max. :5.82
## (Other) : 0
## FWHMz
## Min. :4.33
## 1st Qu.:4.54
## Median :5.52
## Mean :5.17
## 3rd Qu.:5.65
## Max. :6.02
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## falff :308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## reho : 0 3rd Qu.:4176156
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.66 Min. :2.53 Min. :2.60
## 1st Qu.:2.95 1st Qu.:2.89 1st Qu.:2.97
## Median :3.95 Median :3.77 Median :3.98
## Mean :3.67 Mean :3.54 Mean :3.67
## 3rd Qu.:4.23 3rd Qu.:4.04 3rd Qu.:4.25
## Max. :5.07 Max. :4.78 Max. :4.86
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## falff :14 1:7 Min. :3.25 Min. :3.26
## alff : 0 2:7 1st Qu.:3.83 1st Qu.:3.92
## degree_centrality_binarize : 0 Median :4.61 Median :4.49
## degree_centrality_weighted : 0 Mean :4.74 Mean :4.68
## reho : 0 3rd Qu.:5.42 3rd Qu.:5.25
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :6.86 Max. :6.69
## (Other) : 0
## FWHMz
## Min. :3.16
## 1st Qu.:3.77
## Median :4.61
## Mean :4.75
## 3rd Qu.:5.54
## Max. :6.74
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## reho :308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :4.55 Min. :4.47 Min. :3.94
## 1st Qu.:5.39 1st Qu.:5.15 1st Qu.:4.69
## Median :6.82 Median :6.12 Median :6.23
## Mean :6.54 Mean :5.97 Mean :5.90
## 3rd Qu.:7.58 3rd Qu.:6.71 3rd Qu.:7.02
## Max. :9.19 Max. :7.72 Max. :7.81
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## reho :14 1:7 Min. : 7.44 Min. : 7.43
## alff : 0 2:7 1st Qu.: 7.91 1st Qu.: 7.97
## degree_centrality_binarize : 0 Median :10.80 Median :11.50
## degree_centrality_weighted : 0 Mean : 9.85 Mean :10.15
## falff : 0 3rd Qu.:11.57 3rd Qu.:11.99
## sca_roi_PNAS_smith10_plus5_1: 0 Max. :11.76 Max. :12.25
## (Other) : 0
## FWHMz
## Min. : 7.39
## 1st Qu.: 8.05
## Median :12.06
## Mean :10.52
## 3rd Qu.:12.60
## Max. :12.91
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid FWHMx
## vmhc :308 1:154 Min. : 21002 Min. :3.55
## alff : 0 2:154 1st Qu.:1793622 1st Qu.:4.06
## degree_centrality_binarize: 0 Median :3257582 Median :4.26
## degree_centrality_weighted: 0 Mean :3507852 Mean :4.26
## falff : 0 3rd Qu.:4176156 3rd Qu.:4.46
## reho : 0 Max. :9630905 Max. :4.93
## (Other) : 0
## FWHMy FWHMz
## Min. :3.65 Min. :3.19
## 1st Qu.:4.15 1st Qu.:4.21
## Median :4.44 Median :4.50
## Mean :4.46 Mean :4.45
## 3rd Qu.:4.74 3rd Qu.:4.68
## Max. :5.81 Max. :5.32
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## vmhc :14 1:7 Min. :2.25 Min. :2.44
## alff : 0 2:7 1st Qu.:2.30 1st Qu.:2.49
## degree_centrality_binarize: 0 Median :2.38 Median :2.57
## degree_centrality_weighted: 0 Mean :2.35 Mean :2.54
## falff : 0 3rd Qu.:2.40 3rd Qu.:2.59
## reho : 0 Max. :2.43 Max. :2.61
## (Other) : 0
## FWHMz
## Min. :2.43
## 1st Qu.:2.49
## Median :2.56
## Mean :2.53
## 3rd Qu.:2.58
## Max. :2.61
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_1:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.94 Min. :2.80 Min. :2.52
## 1st Qu.:3.16 1st Qu.:3.14 1st Qu.:2.96
## Median :4.09 Median :3.85 Median :4.09
## Mean :3.82 Mean :3.65 Mean :3.69
## 3rd Qu.:4.32 3rd Qu.:4.06 3rd Qu.:4.29
## Max. :4.74 Max. :4.44 Max. :4.69
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_1:14 1:7 Min. :3.71 Min. :3.77
## alff : 0 2:7 1st Qu.:4.03 1st Qu.:4.17
## degree_centrality_binarize : 0 Median :4.88 Median :4.63
## degree_centrality_weighted : 0 Mean :4.77 Mean :4.62
## falff : 0 3rd Qu.:5.50 3rd Qu.:5.10
## reho : 0 Max. :5.83 Max. :5.44
## (Other) : 0
## FWHMz
## Min. :3.20
## 1st Qu.:3.61
## Median :4.83
## Mean :4.58
## 3rd Qu.:5.48
## Max. :5.76
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_10:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.92 Min. :2.89 Min. :2.27
## 1st Qu.:3.15 1st Qu.:3.15 1st Qu.:2.96
## Median :4.11 Median :3.83 Median :4.12
## Mean :3.82 Mean :3.65 Mean :3.69
## 3rd Qu.:4.34 3rd Qu.:4.07 3rd Qu.:4.30
## Max. :4.75 Max. :4.63 Max. :4.63
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_10:14 1:7 Min. :3.73 Min. :3.77
## alff : 0 2:7 1st Qu.:4.03 1st Qu.:4.12
## degree_centrality_binarize : 0 Median :4.82 Median :4.61
## degree_centrality_weighted : 0 Mean :4.74 Mean :4.54
## falff : 0 3rd Qu.:5.44 3rd Qu.:4.99
## reho : 0 Max. :5.78 Max. :5.32
## (Other) : 0
## FWHMz
## Min. :3.18
## 1st Qu.:3.57
## Median :4.81
## Mean :4.52
## 3rd Qu.:5.38
## Max. :5.68
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_11:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.89 Min. :2.81 Min. :2.42
## 1st Qu.:3.16 1st Qu.:3.12 1st Qu.:2.93
## Median :4.10 Median :3.85 Median :4.09
## Mean :3.81 Mean :3.63 Mean :3.68
## 3rd Qu.:4.34 3rd Qu.:4.06 3rd Qu.:4.30
## Max. :4.71 Max. :4.40 Max. :4.69
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_11:14 1:7 Min. :3.65 Min. :3.68
## alff : 0 2:7 1st Qu.:3.95 1st Qu.:4.02
## degree_centrality_binarize : 0 Median :4.89 Median :4.56
## degree_centrality_weighted : 0 Mean :4.71 Mean :4.50
## falff : 0 3rd Qu.:5.45 3rd Qu.:5.02
## reho : 0 Max. :5.75 Max. :5.30
## (Other) : 0
## FWHMz
## Min. :3.15
## 1st Qu.:3.48
## Median :4.78
## Mean :4.51
## 3rd Qu.:5.44
## Max. :5.69
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_12:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.96 Min. :2.83 Min. :2.24
## 1st Qu.:3.18 1st Qu.:3.13 1st Qu.:2.94
## Median :4.13 Median :3.83 Median :4.08
## Mean :3.83 Mean :3.64 Mean :3.68
## 3rd Qu.:4.36 3rd Qu.:4.08 3rd Qu.:4.30
## Max. :4.85 Max. :4.37 Max. :4.65
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_12:14 1:7 Min. :3.65 Min. :3.67
## alff : 0 2:7 1st Qu.:3.95 1st Qu.:4.02
## degree_centrality_binarize : 0 Median :4.77 Median :4.48
## degree_centrality_weighted : 0 Mean :4.66 Mean :4.45
## falff : 0 3rd Qu.:5.39 3rd Qu.:4.91
## reho : 0 Max. :5.73 Max. :5.24
## (Other) : 0
## FWHMz
## Min. :3.09
## 1st Qu.:3.47
## Median :4.68
## Mean :4.42
## 3rd Qu.:5.35
## Max. :5.64
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_13:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.94 Min. :2.88 Min. :2.46
## 1st Qu.:3.20 1st Qu.:3.16 1st Qu.:2.99
## Median :4.14 Median :3.87 Median :4.12
## Mean :3.85 Mean :3.67 Mean :3.72
## 3rd Qu.:4.36 3rd Qu.:4.08 3rd Qu.:4.34
## Max. :4.72 Max. :4.45 Max. :4.73
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_13:14 1:7 Min. :3.63 Min. :3.67
## alff : 0 2:7 1st Qu.:3.93 1st Qu.:4.04
## degree_centrality_binarize : 0 Median :4.83 Median :4.55
## degree_centrality_weighted : 0 Mean :4.67 Mean :4.50
## falff : 0 3rd Qu.:5.42 3rd Qu.:5.01
## reho : 0 Max. :5.70 Max. :5.29
## (Other) : 0
## FWHMz
## Min. :3.13
## 1st Qu.:3.54
## Median :4.76
## Mean :4.50
## 3rd Qu.:5.43
## Max. :5.67
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_14:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.92 Min. :2.88 Min. :2.49
## 1st Qu.:3.19 1st Qu.:3.17 1st Qu.:2.96
## Median :4.10 Median :3.85 Median :4.09
## Mean :3.83 Mean :3.65 Mean :3.68
## 3rd Qu.:4.35 3rd Qu.:4.06 3rd Qu.:4.28
## Max. :4.86 Max. :4.53 Max. :4.60
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_14:14 1:7 Min. :3.74 Min. :3.76
## alff : 0 2:7 1st Qu.:4.08 1st Qu.:4.15
## degree_centrality_binarize : 0 Median :4.85 Median :4.60
## degree_centrality_weighted : 0 Mean :4.76 Mean :4.55
## falff : 0 3rd Qu.:5.44 3rd Qu.:4.96
## reho : 0 Max. :5.80 Max. :5.32
## (Other) : 0
## FWHMz
## Min. :3.23
## 1st Qu.:3.65
## Median :4.86
## Mean :4.58
## 3rd Qu.:5.41
## Max. :5.77
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_15:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.96 Min. :2.87 Min. :2.38
## 1st Qu.:3.19 1st Qu.:3.16 1st Qu.:2.97
## Median :4.10 Median :3.84 Median :4.08
## Mean :3.83 Mean :3.64 Mean :3.68
## 3rd Qu.:4.35 3rd Qu.:4.04 3rd Qu.:4.29
## Max. :4.76 Max. :4.42 Max. :4.62
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_15:14 1:7 Min. :3.70 Min. :3.73
## alff : 0 2:7 1st Qu.:4.02 1st Qu.:4.08
## degree_centrality_binarize : 0 Median :4.75 Median :4.54
## degree_centrality_weighted : 0 Mean :4.71 Mean :4.48
## falff : 0 3rd Qu.:5.45 3rd Qu.:4.92
## reho : 0 Max. :5.78 Max. :5.26
## (Other) : 0
## FWHMz
## Min. :3.20
## 1st Qu.:3.61
## Median :4.81
## Mean :4.51
## 3rd Qu.:5.40
## Max. :5.72
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_2:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.94 Min. :2.87 Min. :2.28
## 1st Qu.:3.15 1st Qu.:3.12 1st Qu.:2.93
## Median :4.08 Median :3.82 Median :4.07
## Mean :3.79 Mean :3.62 Mean :3.67
## 3rd Qu.:4.32 3rd Qu.:4.04 3rd Qu.:4.31
## Max. :4.75 Max. :4.46 Max. :4.66
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_2:14 1:7 Min. :3.55 Min. :3.57
## alff : 0 2:7 1st Qu.:3.85 1st Qu.:3.92
## degree_centrality_binarize : 0 Median :4.69 Median :4.46
## degree_centrality_weighted : 0 Mean :4.60 Mean :4.40
## falff : 0 3rd Qu.:5.33 3rd Qu.:4.85
## reho : 0 Max. :5.68 Max. :5.25
## (Other) : 0
## FWHMz
## Min. :3.00
## 1st Qu.:3.38
## Median :4.71
## Mean :4.37
## 3rd Qu.:5.23
## Max. :5.62
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_3:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.94 Min. :2.84 Min. :2.39
## 1st Qu.:3.19 1st Qu.:3.15 1st Qu.:2.94
## Median :4.12 Median :3.86 Median :4.11
## Mean :3.84 Mean :3.65 Mean :3.70
## 3rd Qu.:4.36 3rd Qu.:4.08 3rd Qu.:4.32
## Max. :4.83 Max. :4.46 Max. :4.69
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_3:14 1:7 Min. :3.78 Min. :3.82
## alff : 0 2:7 1st Qu.:4.10 1st Qu.:4.22
## degree_centrality_binarize : 0 Median :5.18 Median :4.91
## degree_centrality_weighted : 0 Mean :4.96 Mean :4.82
## falff : 0 3rd Qu.:5.77 3rd Qu.:5.43
## reho : 0 Max. :6.12 Max. :5.77
## (Other) : 0
## FWHMz
## Min. :3.27
## 1st Qu.:3.69
## Median :5.17
## Mean :4.83
## 3rd Qu.:5.89
## Max. :6.20
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_4:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.96 Min. :2.81 Min. :2.46
## 1st Qu.:3.17 1st Qu.:3.15 1st Qu.:2.96
## Median :4.09 Median :3.85 Median :4.11
## Mean :3.83 Mean :3.64 Mean :3.70
## 3rd Qu.:4.36 3rd Qu.:4.05 3rd Qu.:4.31
## Max. :4.70 Max. :4.45 Max. :4.60
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_4:14 1:7 Min. :3.63 Min. :3.69
## alff : 0 2:7 1st Qu.:3.92 1st Qu.:4.04
## degree_centrality_binarize : 0 Median :4.91 Median :4.65
## degree_centrality_weighted : 0 Mean :4.71 Mean :4.58
## falff : 0 3rd Qu.:5.50 3rd Qu.:5.19
## reho : 0 Max. :5.79 Max. :5.45
## (Other) : 0
## FWHMz
## Min. :3.14
## 1st Qu.:3.51
## Median :4.85
## Mean :4.56
## 3rd Qu.:5.59
## Max. :5.81
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_5:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.96 Min. :2.87 Min. :2.43
## 1st Qu.:3.17 1st Qu.:3.15 1st Qu.:2.94
## Median :4.10 Median :3.82 Median :4.09
## Mean :3.83 Mean :3.63 Mean :3.68
## 3rd Qu.:4.35 3rd Qu.:4.05 3rd Qu.:4.29
## Max. :4.75 Max. :4.59 Max. :4.65
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_5:14 1:7 Min. :3.63 Min. :3.64
## alff : 0 2:7 1st Qu.:3.97 1st Qu.:4.01
## degree_centrality_binarize : 0 Median :4.72 Median :4.50
## degree_centrality_weighted : 0 Mean :4.72 Mean :4.47
## falff : 0 3rd Qu.:5.56 3rd Qu.:5.01
## reho : 0 Max. :5.88 Max. :5.32
## (Other) : 0
## FWHMz
## Min. :3.11
## 1st Qu.:3.52
## Median :4.81
## Mean :4.51
## 3rd Qu.:5.49
## Max. :5.79
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_6:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.93 Min. :2.86 Min. :2.37
## 1st Qu.:3.17 1st Qu.:3.15 1st Qu.:2.97
## Median :4.10 Median :3.81 Median :4.07
## Mean :3.83 Mean :3.64 Mean :3.69
## 3rd Qu.:4.36 3rd Qu.:4.05 3rd Qu.:4.28
## Max. :4.71 Max. :4.58 Max. :4.63
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_6:14 1:7 Min. :3.58 Min. :3.61
## alff : 0 2:7 1st Qu.:3.88 1st Qu.:3.94
## degree_centrality_binarize : 0 Median :4.63 Median :4.46
## degree_centrality_weighted : 0 Mean :4.63 Mean :4.40
## falff : 0 3rd Qu.:5.38 3rd Qu.:4.86
## reho : 0 Max. :5.74 Max. :5.21
## (Other) : 0
## FWHMz
## Min. :3.04
## 1st Qu.:3.43
## Median :4.65
## Mean :4.37
## 3rd Qu.:5.24
## Max. :5.57
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_7:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.91 Min. :2.86 Min. :2.57
## 1st Qu.:3.17 1st Qu.:3.12 1st Qu.:2.97
## Median :4.13 Median :3.85 Median :4.12
## Mean :3.83 Mean :3.64 Mean :3.72
## 3rd Qu.:4.36 3rd Qu.:4.06 3rd Qu.:4.33
## Max. :4.71 Max. :4.43 Max. :4.72
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_7:14 1:7 Min. :3.56 Min. :3.60
## alff : 0 2:7 1st Qu.:3.80 1st Qu.:3.90
## degree_centrality_binarize : 0 Median :4.75 Median :4.48
## degree_centrality_weighted : 0 Mean :4.57 Mean :4.42
## falff : 0 3rd Qu.:5.36 3rd Qu.:4.99
## reho : 0 Max. :5.65 Max. :5.28
## (Other) : 0
## FWHMz
## Min. :3.06
## 1st Qu.:3.39
## Median :4.65
## Mean :4.38
## 3rd Qu.:5.34
## Max. :5.57
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_8:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.97 Min. :2.79 Min. :2.47
## 1st Qu.:3.16 1st Qu.:3.11 1st Qu.:2.93
## Median :4.12 Median :3.87 Median :4.08
## Mean :3.83 Mean :3.63 Mean :3.68
## 3rd Qu.:4.37 3rd Qu.:4.07 3rd Qu.:4.30
## Max. :4.71 Max. :4.42 Max. :4.68
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_8:14 1:7 Min. :3.69 Min. :3.71
## alff : 0 2:7 1st Qu.:3.98 1st Qu.:4.04
## degree_centrality_binarize : 0 Median :5.05 Median :4.74
## degree_centrality_weighted : 0 Mean :4.83 Mean :4.62
## falff : 0 3rd Qu.:5.64 3rd Qu.:5.21
## reho : 0 Max. :5.98 Max. :5.51
## (Other) : 0
## FWHMz
## Min. :3.20
## 1st Qu.:3.55
## Median :4.98
## Mean :4.65
## 3rd Qu.:5.70
## Max. :5.94
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## sca_roi_PNAS_smith10_plus5_9:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.93 Min. :2.81 Min. :2.39
## 1st Qu.:3.16 1st Qu.:3.12 1st Qu.:2.95
## Median :4.12 Median :3.85 Median :4.11
## Mean :3.82 Mean :3.63 Mean :3.68
## 3rd Qu.:4.35 3rd Qu.:4.06 3rd Qu.:4.31
## Max. :4.68 Max. :4.52 Max. :4.74
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx FWHMy
## sca_roi_PNAS_smith10_plus5_9:14 1:7 Min. :3.68 Min. :3.70
## alff : 0 2:7 1st Qu.:3.99 1st Qu.:4.06
## degree_centrality_binarize : 0 Median :4.94 Median :4.66
## degree_centrality_weighted : 0 Mean :4.78 Mean :4.58
## falff : 0 3rd Qu.:5.59 3rd Qu.:5.13
## reho : 0 Max. :5.92 Max. :5.48
## (Other) : 0
## FWHMz
## Min. :3.16
## 1st Qu.:3.57
## Median :4.90
## Mean :4.58
## 3rd Qu.:5.59
## Max. :5.92
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## spatial_regression_spatial_map_rsn_2mm_0:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.89 Min. :2.73 Min. :2.38
## 1st Qu.:3.11 1st Qu.:3.03 1st Qu.:2.83
## Median :4.30 Median :3.91 Median :4.29
## Mean :3.92 Mean :3.66 Mean :3.82
## 3rd Qu.:4.57 3rd Qu.:4.18 3rd Qu.:4.60
## Max. :5.10 Max. :4.69 Max. :5.17
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx
## spatial_regression_spatial_map_rsn_2mm_0:14 1:7 Min. :3.44
## alff : 0 2:7 1st Qu.:3.72
## degree_centrality_binarize : 0 Median :4.62
## degree_centrality_weighted : 0 Mean :4.43
## falff : 0 3rd Qu.:5.16
## reho : 0 Max. :5.47
## (Other) : 0
## FWHMy FWHMz
## Min. :3.43 Min. :2.92
## 1st Qu.:3.75 1st Qu.:3.24
## Median :4.19 Median :4.35
## Mean :4.17 Mean :4.10
## 3rd Qu.:4.68 3rd Qu.:4.97
## Max. :4.92 Max. :5.13
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## spatial_regression_spatial_map_rsn_2mm_1:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.92 Min. :2.71 Min. :2.30
## 1st Qu.:3.14 1st Qu.:3.08 1st Qu.:2.86
## Median :4.34 Median :3.95 Median :4.34
## Mean :3.95 Mean :3.70 Mean :3.86
## 3rd Qu.:4.61 3rd Qu.:4.24 3rd Qu.:4.68
## Max. :5.11 Max. :4.90 Max. :5.13
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx
## spatial_regression_spatial_map_rsn_2mm_1:14 1:7 Min. :3.45
## alff : 0 2:7 1st Qu.:3.68
## degree_centrality_binarize : 0 Median :4.50
## degree_centrality_weighted : 0 Mean :4.36
## falff : 0 3rd Qu.:5.03
## reho : 0 Max. :5.27
## (Other) : 0
## FWHMy FWHMz
## Min. :3.43 Min. :2.92
## 1st Qu.:3.71 1st Qu.:3.20
## Median :4.24 Median :4.38
## Mean :4.12 Mean :4.05
## 3rd Qu.:4.56 3rd Qu.:4.85
## Max. :4.78 Max. :5.02
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## spatial_regression_spatial_map_rsn_2mm_2:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.91 Min. :2.76 Min. :2.31
## 1st Qu.:3.11 1st Qu.:3.03 1st Qu.:2.83
## Median :4.32 Median :3.88 Median :4.33
## Mean :3.93 Mean :3.67 Mean :3.84
## 3rd Qu.:4.56 3rd Qu.:4.20 3rd Qu.:4.65
## Max. :5.08 Max. :4.92 Max. :5.27
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx
## spatial_regression_spatial_map_rsn_2mm_2:14 1:7 Min. :3.35
## alff : 0 2:7 1st Qu.:3.55
## degree_centrality_binarize : 0 Median :4.46
## degree_centrality_weighted : 0 Mean :4.25
## falff : 0 3rd Qu.:4.96
## reho : 0 Max. :5.16
## (Other) : 0
## FWHMy FWHMz
## Min. :3.31 Min. :2.82
## 1st Qu.:3.54 1st Qu.:3.06
## Median :4.04 Median :4.16
## Mean :3.98 Mean :3.90
## 3rd Qu.:4.47 3rd Qu.:4.72
## Max. :4.62 Max. :4.85
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## spatial_regression_spatial_map_rsn_2mm_3:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.89 Min. :2.77 Min. :2.21
## 1st Qu.:3.13 1st Qu.:3.06 1st Qu.:2.86
## Median :4.31 Median :3.92 Median :4.29
## Mean :3.94 Mean :3.68 Mean :3.82
## 3rd Qu.:4.56 3rd Qu.:4.21 3rd Qu.:4.62
## Max. :5.24 Max. :4.94 Max. :5.13
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx
## spatial_regression_spatial_map_rsn_2mm_3:14 1:7 Min. :3.46
## alff : 0 2:7 1st Qu.:3.70
## degree_centrality_binarize : 0 Median :4.50
## degree_centrality_weighted : 0 Mean :4.41
## falff : 0 3rd Qu.:5.15
## reho : 0 Max. :5.45
## (Other) : 0
## FWHMy FWHMz
## Min. :3.42 Min. :2.91
## 1st Qu.:3.70 1st Qu.:3.17
## Median :4.19 Median :4.36
## Mean :4.11 Mean :4.07
## 3rd Qu.:4.56 3rd Qu.:4.92
## Max. :4.85 Max. :5.14
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## spatial_regression_spatial_map_rsn_2mm_4:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.91 Min. :2.77 Min. :2.38
## 1st Qu.:3.11 1st Qu.:3.04 1st Qu.:2.87
## Median :4.32 Median :3.91 Median :4.32
## Mean :3.95 Mean :3.68 Mean :3.83
## 3rd Qu.:4.61 3rd Qu.:4.22 3rd Qu.:4.63
## Max. :5.08 Max. :4.77 Max. :5.16
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx
## spatial_regression_spatial_map_rsn_2mm_4:14 1:7 Min. :3.42
## alff : 0 2:7 1st Qu.:3.68
## degree_centrality_binarize : 0 Median :4.65
## degree_centrality_weighted : 0 Mean :4.42
## falff : 0 3rd Qu.:5.17
## reho : 0 Max. :5.42
## (Other) : 0
## FWHMy FWHMz
## Min. :3.41 Min. :2.91
## 1st Qu.:3.72 1st Qu.:3.19
## Median :4.26 Median :4.40
## Mean :4.20 Mean :4.13
## 3rd Qu.:4.72 3rd Qu.:5.01
## Max. :4.94 Max. :5.15
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## spatial_regression_spatial_map_rsn_2mm_5:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.93 Min. :2.80 Min. :2.23
## 1st Qu.:3.13 1st Qu.:3.05 1st Qu.:2.87
## Median :4.33 Median :3.90 Median :4.28
## Mean :3.94 Mean :3.67 Mean :3.82
## 3rd Qu.:4.56 3rd Qu.:4.18 3rd Qu.:4.61
## Max. :5.17 Max. :4.91 Max. :5.16
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx
## spatial_regression_spatial_map_rsn_2mm_5:14 1:7 Min. :3.42
## alff : 0 2:7 1st Qu.:3.64
## degree_centrality_binarize : 0 Median :4.49
## degree_centrality_weighted : 0 Mean :4.30
## falff : 0 3rd Qu.:4.95
## reho : 0 Max. :5.15
## (Other) : 0
## FWHMy FWHMz
## Min. :3.40 Min. :2.91
## 1st Qu.:3.66 1st Qu.:3.14
## Median :4.15 Median :4.29
## Mean :4.06 Mean :3.98
## 3rd Qu.:4.50 3rd Qu.:4.78
## Max. :4.66 Max. :4.86
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## spatial_regression_spatial_map_rsn_2mm_6:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.90 Min. :2.73 Min. :2.19
## 1st Qu.:3.13 1st Qu.:3.06 1st Qu.:2.85
## Median :4.36 Median :3.89 Median :4.34
## Mean :3.96 Mean :3.69 Mean :3.84
## 3rd Qu.:4.61 3rd Qu.:4.23 3rd Qu.:4.66
## Max. :5.22 Max. :4.83 Max. :5.09
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx
## spatial_regression_spatial_map_rsn_2mm_6:14 1:7 Min. :3.41
## alff : 0 2:7 1st Qu.:3.69
## degree_centrality_binarize : 0 Median :4.67
## degree_centrality_weighted : 0 Mean :4.41
## falff : 0 3rd Qu.:5.09
## reho : 0 Max. :5.37
## (Other) : 0
## FWHMy FWHMz
## Min. :3.41 Min. :2.88
## 1st Qu.:3.72 1st Qu.:3.21
## Median :4.21 Median :4.38
## Mean :4.18 Mean :4.12
## 3rd Qu.:4.65 3rd Qu.:4.98
## Max. :4.92 Max. :5.16
##
## pipeline scan
## pipeline_NewStrawn :308 mx_1400_First5Min :44
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :44
## mx_1400_First5MinDSNF:44
## mx_645_First5Min :44
## mx_645_First5MinDS :44
## mx_645_First5MinDSNF :44
## (Other) :44
## derivative session subid
## spatial_regression_spatial_map_rsn_2mm_7:308 1:154 Min. : 21002
## alff : 0 2:154 1st Qu.:1793622
## degree_centrality_binarize : 0 Median :3257582
## degree_centrality_weighted : 0 Mean :3507852
## falff : 0 3rd Qu.:4176156
## reho : 0 Max. :9630905
## (Other) : 0
## FWHMx FWHMy FWHMz
## Min. :2.88 Min. :2.75 Min. :2.22
## 1st Qu.:3.10 1st Qu.:3.05 1st Qu.:2.84
## Median :4.32 Median :3.91 Median :4.28
## Mean :3.93 Mean :3.68 Mean :3.83
## 3rd Qu.:4.58 3rd Qu.:4.21 3rd Qu.:4.64
## Max. :5.04 Max. :4.80 Max. :5.15
##
## pipeline scan
## pipeline_NewStrawn :14 mx_1400_First5Min :2
## pipeline_WoodworthTown: 0 mx_1400_First5MinDS :2
## mx_1400_First5MinDSNF:2
## mx_645_First5Min :2
## mx_645_First5MinDS :2
## mx_645_First5MinDSNF :2
## (Other) :2
## derivative session FWHMx
## spatial_regression_spatial_map_rsn_2mm_7:14 1:7 Min. :3.38
## alff : 0 2:7 1st Qu.:3.64
## degree_centrality_binarize : 0 Median :4.47
## degree_centrality_weighted : 0 Mean :4.30
## falff : 0 3rd Qu.:5.00
## reho : 0 Max. :5.18
## (Other) : 0
## FWHMy FWHMz
## Min. :3.37 Min. :2.88
## 1st Qu.:3.66 1st Qu.:3.14
## Median :4.15 Median :4.31
## Mean :4.07 Mean :4.00
## 3rd Qu.:4.51 3rd Qu.:4.80
## Max. :4.71 Max. :4.95
##
