Difference between revisions of "SOCR Data July2009 ID NI"

Latest revision as of 09:31, 7 November 2014

SOCR Datasets - Neuroimaging study of 27 Alzheimer's disease (AD) subjects, 35 normal controls (NC), and 42 mild cognitive impairment subjects (MCI)

Data Overview

This is a large neuroimaging study using automated volumetric data processing to obtain different shape and volume measures of local anatomy. The subject population is derived from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database and includes 27 Alzheimer's disease (AD) subjects, 35 normal controls (NC), and 42 mild cognitive impairment subjects (MCI). The goals of the study were to identify associations and relationships between neuroimaging biomarkers and various subject demographics and traits.

Data Description

Subject_ID: index of the subject in this dataset (1, 2, 3, ..., 104)
Group: Indicator of the subject group: Alzheimer's disease (AD), normal control (NC), or mild cognitive impairment (MCI)
MMSE: Mini-Mental State Exam score, a cognitive assessment measure
CDR: Clinical Dementia Rating scale
Sex: Subject's gender label
Age: Subject's age
TBV: Total Brain Volume measure in mm³
GMV: Gray Matter Volume in mm³
WMV: White Matter Volume in mm³
CSFV: Cerebrospinal Fluid Volume in mm<su0>3
ROI: Label/Index of a Region of Interest (ROI)
Measure: Labels of ROI measures:
- SA: Surface Area of the ROI
- SI: Shape Index of the ROI
- CV: Curvedness of the ROI
- FD: Fractal Dimension of the ROI
Value: Numerical value of the measure (above).

Data

SOCR Charts and SOCR MotionCharts may be used to render dynamic visualizations of these data as illustrated below. SOCR Charts help is available here. The examples shown below were generated using SOCR MotionCharts and the following variable-property mapping: Key=ROI; X-Axis=GMV; Y-Axis=CSFV; Size=Value; Color=Group; Category=Group.

The Complete data set is available online in HTML tabular (5MB) and ASCII/TEXT (1.5MB) formats. A small portion of the data that illustrates the complexity of this dataset is shown in the table below:

Subject_ID	Group	MMSE	CDR	Sex	Age	TBV	GMV	WMV	CSFV	ROI	Measure	Value
1	AD	21	1.2	F	82	1051706	522930	247583	281194	1	SA	14704.29
1	AD	21	1.2	F	82	1051706	522930	247583	281194	1	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	1	CV	0.08
1	AD	21	1.2	F	82	1051706	522930	247583	281194	1	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	2	SA	9084.68
1	AD	21	1.2	F	82	1051706	522930	247583	281194	2	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	2	CV	0.11
1	AD	21	1.2	F	82	1051706	522930	247583	281194	2	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	3	SA	4665.41
1	AD	21	1.2	F	82	1051706	522930	247583	281194	3	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	3	CV	0.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	3	FD	2.2
1	AD	21	1.2	F	82	1051706	522930	247583	281194	4	SA	21325.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	4	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	4	CV	0.08
1	AD	21	1.2	F	82	1051706	522930	247583	281194	4	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	5	SA	4365.49
1	AD	21	1.2	F	82	1051706	522930	247583	281194	5	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	5	CV	0.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	5	FD	2.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	6	SA	6207.64
1	AD	21	1.2	F	82	1051706	522930	247583	281194	6	SI	0.44
1	AD	21	1.2	F	82	1051706	522930	247583	281194	6	CV	0.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	6	FD	2.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	7	SA	6100.3
1	AD	21	1.2	F	82	1051706	522930	247583	281194	7	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	7	CV	0.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	7	FD	2.26
1	AD	21	1.2	F	82	1051706	522930	247583	281194	8	SA	4435.55
1	AD	21	1.2	F	82	1051706	522930	247583	281194	8	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	8	CV	0.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	8	FD	2.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	9	SA	6524.61
1	AD	21	1.2	F	82	1051706	522930	247583	281194	9	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	9	CV	0.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	9	FD	2.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	10	SA	5370.79
1	AD	21	1.2	F	82	1051706	522930	247583	281194	10	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	10	CV	0.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	10	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	11	SA	5825.22
1	AD	21	1.2	F	82	1051706	522930	247583	281194	11	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	11	CV	0.13
1	AD	21	1.2	F	82	1051706	522930	247583	281194	11	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	12	SA	4681.48
1	AD	21	1.2	F	82	1051706	522930	247583	281194	12	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	12	CV	0.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	12	FD	2.2
1	AD	21	1.2	F	82	1051706	522930	247583	281194	13	SA	3128.38
1	AD	21	1.2	F	82	1051706	522930	247583	281194	13	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	13	CV	0.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	13	FD	2.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	14	SA	654.67
1	AD	21	1.2	F	82	1051706	522930	247583	281194	14	SI	0.49
1	AD	21	1.2	F	82	1051706	522930	247583	281194	14	CV	0.24
1	AD	21	1.2	F	82	1051706	522930	247583	281194	14	FD	2.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	15	SA	5414.56
1	AD	21	1.2	F	82	1051706	522930	247583	281194	15	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	15	CV	0.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	15	FD	2.33
1	AD	21	1.2	F	82	1051706	522930	247583	281194	16	SA	6999.21
1	AD	21	1.2	F	82	1051706	522930	247583	281194	16	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	16	CV	0.13
1	AD	21	1.2	F	82	1051706	522930	247583	281194	16	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	17	SA	6289.21
1	AD	21	1.2	F	82	1051706	522930	247583	281194	17	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	17	CV	0.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	17	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	18	SA	2870.8
1	AD	21	1.2	F	82	1051706	522930	247583	281194	18	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	18	CV	0.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	18	FD	2.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	19	SA	11488.06
1	AD	21	1.2	F	82	1051706	522930	247583	281194	19	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	19	CV	0.1
1	AD	21	1.2	F	82	1051706	522930	247583	281194	19	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	20	SA	5173.5
1	AD	21	1.2	F	82	1051706	522930	247583	281194	20	SI	0.41
1	AD	21	1.2	F	82	1051706	522930	247583	281194	20	CV	0.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	20	FD	2.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	21	SA	7606.78
1	AD	21	1.2	F	82	1051706	522930	247583	281194	21	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	21	CV	0.12
1	AD	21	1.2	F	82	1051706	522930	247583	281194	21	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	22	SA	7035.19
1	AD	21	1.2	F	82	1051706	522930	247583	281194	22	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	22	CV	0.13
1	AD	21	1.2	F	82	1051706	522930	247583	281194	22	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	23	SA	1325.74
1	AD	21	1.2	F	82	1051706	522930	247583	281194	23	SI	0.46
1	AD	21	1.2	F	82	1051706	522930	247583	281194	23	CV	0.22
1	AD	21	1.2	F	82	1051706	522930	247583	281194	23	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	24	SA	6174.68
1	AD	21	1.2	F	82	1051706	522930	247583	281194	24	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	24	CV	0.13
1	AD	21	1.2	F	82	1051706	522930	247583	281194	24	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	25	SA	2429.95
1	AD	21	1.2	F	82	1051706	522930	247583	281194	25	SI	0.44
1	AD	21	1.2	F	82	1051706	522930	247583	281194	25	CV	0.22
1	AD	21	1.2	F	82	1051706	522930	247583	281194	25	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	26	SA	5517.19
1	AD	21	1.2	F	82	1051706	522930	247583	281194	26	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	26	CV	0.13
1	AD	21	1.2	F	82	1051706	522930	247583	281194	26	FD	2.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	27	SA	3775.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	27	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	27	CV	0.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	27	FD	2.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	28	SA	912.28
1	AD	21	1.2	F	82	1051706	522930	247583	281194	28	SI	0.48
1	AD	21	1.2	F	82	1051706	522930	247583	281194	28	CV	0.22
1	AD	21	1.2	F	82	1051706	522930	247583	281194	28	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	29	SA	3636.81
1	AD	21	1.2	F	82	1051706	522930	247583	281194	29	SI	0.41
1	AD	21	1.2	F	82	1051706	522930	247583	281194	29	CV	0.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	29	FD	2.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	30	SA	985.28
1	AD	21	1.2	F	82	1051706	522930	247583	281194	30	SI	0.48
1	AD	21	1.2	F	82	1051706	522930	247583	281194	30	CV	0.23
1	AD	21	1.2	F	82	1051706	522930	247583	281194	30	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	31	SA	2542.65
1	AD	21	1.2	F	82	1051706	522930	247583	281194	31	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	31	CV	0.21
1	AD	21	1.2	F	82	1051706	522930	247583	281194	31	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	32	SA	2891.54
1	AD	21	1.2	F	82	1051706	522930	247583	281194	32	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	32	CV	0.2
1	AD	21	1.2	F	82	1051706	522930	247583	281194	32	FD	2.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	33	SA	6742.29
1	AD	21	1.2	F	82	1051706	522930	247583	281194	33	SI	0.44
1	AD	21	1.2	F	82	1051706	522930	247583	281194	33	CV	0.13
1	AD	21	1.2	F	82	1051706	522930	247583	281194	33	FD	2.11
1	AD	21	1.2	F	82	1051706	522930	247583	281194	34	SA	7797.05
1	AD	21	1.2	F	82	1051706	522930	247583	281194	34	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	34	CV	0.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	34	FD	2.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	35	SA	2390.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	35	SI	0.44
1	AD	21	1.2	F	82	1051706	522930	247583	281194	35	CV	0.25
1	AD	21	1.2	F	82	1051706	522930	247583	281194	35	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	36	SA	6134.34
1	AD	21	1.2	F	82	1051706	522930	247583	281194	36	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	36	CV	0.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	36	FD	2.19
1	AD	21	1.2	F	82	1051706	522930	247583	281194	37	SA	2323.73
1	AD	21	1.2	F	82	1051706	522930	247583	281194	37	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	37	CV	0.2
1	AD	21	1.2	F	82	1051706	522930	247583	281194	37	FD	2.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	38	SA	5084.82
1	AD	21	1.2	F	82	1051706	522930	247583	281194	38	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	38	CV	0.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	38	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	39	SA	3808.87
1	AD	21	1.2	F	82	1051706	522930	247583	281194	39	SI	0.41
1	AD	21	1.2	F	82	1051706	522930	247583	281194	39	CV	0.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	39	FD	2.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	40	SA	2557.38
1	AD	21	1.2	F	82	1051706	522930	247583	281194	40	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	40	CV	0.19
1	AD	21	1.2	F	82	1051706	522930	247583	281194	40	FD	2.2
1	AD	21	1.2	F	82	1051706	522930	247583	281194	41	SA	13177.36
1	AD	21	1.2	F	82	1051706	522930	247583	281194	41	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	41	CV	0.09
1	AD	21	1.2	F	82	1051706	522930	247583	281194	41	FD	2.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	42	SA	2633.2
1	AD	21	1.2	F	82	1051706	522930	247583	281194	42	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	42	CV	0.21
1	AD	21	1.2	F	82	1051706	522930	247583	281194	42	FD	2.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	43	SA	2078.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	43	SI	0.46
1	AD	21	1.2	F	82	1051706	522930	247583	281194	43	CV	0.21
1	AD	21	1.2	F	82	1051706	522930	247583	281194	43	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	44	SA	2085.23
1	AD	21	1.2	F	82	1051706	522930	247583	281194	44	SI	0.44
1	AD	21	1.2	F	82	1051706	522930	247583	281194	44	CV	0.21
1	AD	21	1.2	F	82	1051706	522930	247583	281194	44	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	45	SA	1143.67
1	AD	21	1.2	F	82	1051706	522930	247583	281194	45	SI	0.46
1	AD	21	1.2	F	82	1051706	522930	247583	281194	45	CV	0.23
1	AD	21	1.2	F	82	1051706	522930	247583	281194	45	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	46	SA	5075.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	46	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	46	CV	0.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	46	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	47	SA	6183.91
1	AD	21	1.2	F	82	1051706	522930	247583	281194	47	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	47	CV	0.13
1	AD	21	1.2	F	82	1051706	522930	247583	281194	47	FD	2.14
1	AD	21	1.2	F	82	1051706	522930	247583	281194	48	SA	7533.05
1	AD	21	1.2	F	82	1051706	522930	247583	281194	48	SI	0.44
1	AD	21	1.2	F	82	1051706	522930	247583	281194	48	CV	0.13
1	AD	21	1.2	F	82	1051706	522930	247583	281194	48	FD	2.23
1	AD	21	1.2	F	82	1051706	522930	247583	281194	49	SA	4706.37
1	AD	21	1.2	F	82	1051706	522930	247583	281194	49	SI	0.41
1	AD	21	1.2	F	82	1051706	522930	247583	281194	49	CV	0.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	49	FD	2.21
1	AD	21	1.2	F	82	1051706	522930	247583	281194	50	SA	2382.85
1	AD	21	1.2	F	82	1051706	522930	247583	281194	50	SI	0.44
1	AD	21	1.2	F	82	1051706	522930	247583	281194	50	CV	0.24
1	AD	21	1.2	F	82	1051706	522930	247583	281194	50	FD	2.19
1	AD	21	1.2	F	82	1051706	522930	247583	281194	51	SA	732.27
1	AD	21	1.2	F	82	1051706	522930	247583	281194	51	SI	0.49
1	AD	21	1.2	F	82	1051706	522930	247583	281194	51	CV	0.24
1	AD	21	1.2	F	82	1051706	522930	247583	281194	51	FD	2.11
1	AD	21	1.2	F	82	1051706	522930	247583	281194	52	SA	2189.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	52	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	52	CV	0.18
1	AD	21	1.2	F	82	1051706	522930	247583	281194	52	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	53	SA	1673.02
1	AD	21	1.2	F	82	1051706	522930	247583	281194	53	SI	0.46
1	AD	21	1.2	F	82	1051706	522930	247583	281194	53	CV	0.19
1	AD	21	1.2	F	82	1051706	522930	247583	281194	53	FD	2.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	54	SA	8825.05
1	AD	21	1.2	F	82	1051706	522930	247583	281194	54	SI	0.42
1	AD	21	1.2	F	82	1051706	522930	247583	281194	54	CV	0.11
1	AD	21	1.2	F	82	1051706	522930	247583	281194	54	FD	2.16
1	AD	21	1.2	F	82	1051706	522930	247583	281194	55	SA	6040.01
1	AD	21	1.2	F	82	1051706	522930	247583	281194	55	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	55	CV	0.15
1	AD	21	1.2	F	82	1051706	522930	247583	281194	55	FD	2.17
1	AD	21	1.2	F	82	1051706	522930	247583	281194	56	SA	2899.91
1	AD	21	1.2	F	82	1051706	522930	247583	281194	56	SI	0.43
1	AD	21	1.2	F	82	1051706	522930	247583	281194	56	CV	0.2
1	AD	21	1.2	F	82	1051706	522930	247583	281194	56	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	1	SA	11201
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	1	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	1	CV	0.1
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	1	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	2	SA	9288.48
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	2	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	2	CV	0.1
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	2	FD	2.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	3	SA	3543.87
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	3	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	3	CV	0.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	3	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	4	SA	16237.26
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	4	SI	0.44
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	4	CV	0.08
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	4	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	5	SA	4163.08
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	5	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	5	CV	0.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	5	FD	2.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	6	SA	5458.53
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	6	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	6	CV	0.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	6	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	7	SA	6631.95
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	7	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	7	CV	0.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	7	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	8	SA	4570.45
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	8	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	8	CV	0.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	8	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	9	SA	7250.26
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	9	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	9	CV	0.12
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	9	FD	2.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	10	SA	4063.96
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	10	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	10	CV	0.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	10	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	11	SA	4713.72
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	11	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	11	CV	0.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	11	FD	2.21
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	12	SA	3025.69
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	12	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	12	CV	0.19
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	12	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	13	SA	2867.46
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	13	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	13	CV	0.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	13	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	14	SA	1460.26
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	14	SI	0.47
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	14	CV	0.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	14	FD	2.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	15	SA	6093.77
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	15	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	15	CV	0.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	15	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	16	SA	6078.88
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	16	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	16	CV	0.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	16	FD	2.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	17	SA	5432.6
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	17	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	17	CV	0.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	17	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	18	SA	6602.61
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	18	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	18	CV	0.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	18	FD	2.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	19	SA	9115.46
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	19	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	19	CV	0.12
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	19	FD	2.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	20	SA	4130.66
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	20	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	20	CV	0.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	20	FD	2.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	21	SA	5773.86
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	21	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	21	CV	0.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	21	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	22	SA	6712.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	22	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	22	CV	0.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	22	FD	2.1
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	23	SA	1746.67
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	23	SI	0.47
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	23	CV	0.19
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	23	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	24	SA	4904.12
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	24	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	24	CV	0.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	24	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	25	SA	2945.85
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	25	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	25	CV	0.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	25	FD	2.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	26	SA	4890.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	26	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	26	CV	0.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	26	FD	2.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	27	SA	3038.03
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	27	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	27	CV	0.19
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	27	FD	2.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	28	SA	1247.12
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	28	SI	0.46
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	28	CV	0.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	28	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	29	SA	2540.41
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	29	SI	0.44
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	29	CV	0.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	29	FD	2.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	30	SA	1598.03
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	30	SI	0.48
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	30	CV	0.19
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	30	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	31	SA	2279.4
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	31	SI	0.46
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	31	CV	0.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	31	FD	2.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	32	SA	3143.86
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	32	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	32	CV	0.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	32	FD	2.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	33	SA	4943.58
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	33	SI	0.41
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	33	CV	0.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	33	FD	2.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	34	SA	6092.22
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	34	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	34	CV	0.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	34	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	35	SA	2673.41
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	35	SI	0.44
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	35	CV	0.22
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	35	FD	2.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	36	SA	5300.8
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	36	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	36	CV	0.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	36	FD	2.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	37	SA	2068.78
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	37	SI	0.44
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	37	CV	0.21
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	37	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	38	SA	3626.47
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	38	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	38	CV	0.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	38	FD	2.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	39	SA	2947.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	39	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	39	CV	0.19
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	39	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	40	SA	2693.59
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	40	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	40	CV	0.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	40	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	41	SA	11516.63
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	41	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	41	CV	0.09
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	41	FD	2.12
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	42	SA	2661.85
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	42	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	42	CV	0.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	42	FD	2.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	43	SA	2490.33
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	43	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	43	CV	0.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	43	FD	2.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	44	SA	2417.1
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	44	SI	0.45
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	44	CV	0.23
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	44	FD	2.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	45	SA	1243.29
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	45	SI	0.45
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	45	CV	0.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	45	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	46	SA	4167.22
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	46	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	46	CV	0.19
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	46	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	47	SA	5318.37
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	47	SI	0.41
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	47	CV	0.16
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	47	FD	2.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	48	SA	6643.7
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	48	SI	0.43
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	48	CV	0.12
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	48	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	49	SA	4216.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	49	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	49	CV	0.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	49	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	50	SA	2058.29
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	50	SI	0.46
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	50	CV	0.17
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	50	FD	2.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	51	SA	1447.36
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	51	SI	0.47
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	51	CV	0.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	51	FD	2.15
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	52	SA	1411.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	52	SI	0.45
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	52	CV	0.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	52	FD	2.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	53	SA	1324.2
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	53	SI	0.47
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	53	CV	0.21
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	53	FD	2.12
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	54	SA	8156.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	54	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	54	CV	0.1
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	54	FD	2.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	55	SA	4906
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	55	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	55	CV	0.14
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	55	FD	2.13
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	56	SA	2836.78
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	56	SI	0.42
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	56	CV	0.18
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	56	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	1	SA	12388.33
70	NC	30	0.35	F	74	1271741	536865	479578	255298	1	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	1	CV	0.1
70	NC	30	0.35	F	74	1271741	536865	479578	255298	1	FD	2.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	2	SA	11370.31
70	NC	30	0.35	F	74	1271741	536865	479578	255298	2	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	2	CV	0.09
70	NC	30	0.35	F	74	1271741	536865	479578	255298	2	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	3	SA	4624.34
70	NC	30	0.35	F	74	1271741	536865	479578	255298	3	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	3	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	3	FD	2.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	4	SA	18315.72
70	NC	30	0.35	F	74	1271741	536865	479578	255298	4	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	4	CV	0.06
70	NC	30	0.35	F	74	1271741	536865	479578	255298	4	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	5	SA	4154.38
70	NC	30	0.35	F	74	1271741	536865	479578	255298	5	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	5	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	5	FD	2.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	6	SA	6453.61
70	NC	30	0.35	F	74	1271741	536865	479578	255298	6	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	6	CV	0.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	6	FD	2.11
70	NC	30	0.35	F	74	1271741	536865	479578	255298	7	SA	7413.94
70	NC	30	0.35	F	74	1271741	536865	479578	255298	7	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	7	CV	0.12
70	NC	30	0.35	F	74	1271741	536865	479578	255298	7	FD	2.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	8	SA	5039.89
70	NC	30	0.35	F	74	1271741	536865	479578	255298	8	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	8	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	8	FD	2.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	9	SA	8111.62
70	NC	30	0.35	F	74	1271741	536865	479578	255298	9	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	9	CV	0.12
70	NC	30	0.35	F	74	1271741	536865	479578	255298	9	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	10	SA	4795.77
70	NC	30	0.35	F	74	1271741	536865	479578	255298	10	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	10	CV	0.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	10	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	11	SA	6174.58
70	NC	30	0.35	F	74	1271741	536865	479578	255298	11	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	11	CV	0.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	11	FD	2.19
70	NC	30	0.35	F	74	1271741	536865	479578	255298	12	SA	3161.95
70	NC	30	0.35	F	74	1271741	536865	479578	255298	12	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	12	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	12	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	13	SA	2974.81
70	NC	30	0.35	F	74	1271741	536865	479578	255298	13	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	13	CV	0.19
70	NC	30	0.35	F	74	1271741	536865	479578	255298	13	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	14	SA	1784.86
70	NC	30	0.35	F	74	1271741	536865	479578	255298	14	SI	0.47
70	NC	30	0.35	F	74	1271741	536865	479578	255298	14	CV	0.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	14	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	15	SA	7122.87
70	NC	30	0.35	F	74	1271741	536865	479578	255298	15	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	15	CV	0.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	15	FD	2.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	16	SA	7639.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	16	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	16	CV	0.12
70	NC	30	0.35	F	74	1271741	536865	479578	255298	16	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	17	SA	5955.07
70	NC	30	0.35	F	74	1271741	536865	479578	255298	17	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	17	CV	0.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	17	FD	2.2
70	NC	30	0.35	F	74	1271741	536865	479578	255298	18	SA	7769.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	18	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	18	CV	0.12
70	NC	30	0.35	F	74	1271741	536865	479578	255298	18	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	19	SA	10336.45
70	NC	30	0.35	F	74	1271741	536865	479578	255298	19	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	19	CV	0.11
70	NC	30	0.35	F	74	1271741	536865	479578	255298	19	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	20	SA	4356.85
70	NC	30	0.35	F	74	1271741	536865	479578	255298	20	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	20	CV	0.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	20	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	21	SA	6685.88
70	NC	30	0.35	F	74	1271741	536865	479578	255298	21	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	21	CV	0.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	21	FD	2.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	22	SA	7398.99
70	NC	30	0.35	F	74	1271741	536865	479578	255298	22	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	22	CV	0.11
70	NC	30	0.35	F	74	1271741	536865	479578	255298	22	FD	2.11
70	NC	30	0.35	F	74	1271741	536865	479578	255298	23	SA	1898.89
70	NC	30	0.35	F	74	1271741	536865	479578	255298	23	SI	0.47
70	NC	30	0.35	F	74	1271741	536865	479578	255298	23	CV	0.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	23	FD	2.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	24	SA	5862.37
70	NC	30	0.35	F	74	1271741	536865	479578	255298	24	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	24	CV	0.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	24	FD	2.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	25	SA	3099.69
70	NC	30	0.35	F	74	1271741	536865	479578	255298	25	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	25	CV	0.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	25	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	26	SA	5487.67
70	NC	30	0.35	F	74	1271741	536865	479578	255298	26	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	26	CV	0.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	26	FD	2.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	27	SA	3313.02
70	NC	30	0.35	F	74	1271741	536865	479578	255298	27	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	27	CV	0.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	27	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	28	SA	1373.93
70	NC	30	0.35	F	74	1271741	536865	479578	255298	28	SI	0.46
70	NC	30	0.35	F	74	1271741	536865	479578	255298	28	CV	0.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	28	FD	2.12
70	NC	30	0.35	F	74	1271741	536865	479578	255298	29	SA	2750.63
70	NC	30	0.35	F	74	1271741	536865	479578	255298	29	SI	0.44
70	NC	30	0.35	F	74	1271741	536865	479578	255298	29	CV	0.19
70	NC	30	0.35	F	74	1271741	536865	479578	255298	29	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	30	SA	1828.41
70	NC	30	0.35	F	74	1271741	536865	479578	255298	30	SI	0.48
70	NC	30	0.35	F	74	1271741	536865	479578	255298	30	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	30	FD	2.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	31	SA	2743.83
70	NC	30	0.35	F	74	1271741	536865	479578	255298	31	SI	0.44
70	NC	30	0.35	F	74	1271741	536865	479578	255298	31	CV	0.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	31	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	32	SA	3162.5
70	NC	30	0.35	F	74	1271741	536865	479578	255298	32	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	32	CV	0.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	32	FD	2.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	33	SA	6252.72
70	NC	30	0.35	F	74	1271741	536865	479578	255298	33	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	33	CV	0.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	33	FD	2.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	34	SA	7429.28
70	NC	30	0.35	F	74	1271741	536865	479578	255298	34	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	34	CV	0.11
70	NC	30	0.35	F	74	1271741	536865	479578	255298	34	FD	2.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	35	SA	3047.82
70	NC	30	0.35	F	74	1271741	536865	479578	255298	35	SI	0.44
70	NC	30	0.35	F	74	1271741	536865	479578	255298	35	CV	0.19
70	NC	30	0.35	F	74	1271741	536865	479578	255298	35	FD	2.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	36	SA	5686.36
70	NC	30	0.35	F	74	1271741	536865	479578	255298	36	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	36	CV	0.12
70	NC	30	0.35	F	74	1271741	536865	479578	255298	36	FD	2.1
70	NC	30	0.35	F	74	1271741	536865	479578	255298	37	SA	2252.78
70	NC	30	0.35	F	74	1271741	536865	479578	255298	37	SI	0.45
70	NC	30	0.35	F	74	1271741	536865	479578	255298	37	CV	0.19
70	NC	30	0.35	F	74	1271741	536865	479578	255298	37	FD	2.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	38	SA	5176.44
70	NC	30	0.35	F	74	1271741	536865	479578	255298	38	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	38	CV	0.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	38	FD	2.2
70	NC	30	0.35	F	74	1271741	536865	479578	255298	39	SA	3659.47
70	NC	30	0.35	F	74	1271741	536865	479578	255298	39	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	39	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	39	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	40	SA	3042.2
70	NC	30	0.35	F	74	1271741	536865	479578	255298	40	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	40	CV	0.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	40	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	41	SA	12167.08
70	NC	30	0.35	F	74	1271741	536865	479578	255298	41	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	41	CV	0.08
70	NC	30	0.35	F	74	1271741	536865	479578	255298	41	FD	2.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	42	SA	2817.72
70	NC	30	0.35	F	74	1271741	536865	479578	255298	42	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	42	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	42	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	43	SA	3010.39
70	NC	30	0.35	F	74	1271741	536865	479578	255298	43	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	43	CV	0.2
70	NC	30	0.35	F	74	1271741	536865	479578	255298	43	FD	2.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	44	SA	2830.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	44	SI	0.44
70	NC	30	0.35	F	74	1271741	536865	479578	255298	44	CV	0.22
70	NC	30	0.35	F	74	1271741	536865	479578	255298	44	FD	2.2
70	NC	30	0.35	F	74	1271741	536865	479578	255298	45	SA	1413.81
70	NC	30	0.35	F	74	1271741	536865	479578	255298	45	SI	0.47
70	NC	30	0.35	F	74	1271741	536865	479578	255298	45	CV	0.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	45	FD	2.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	46	SA	4621.46
70	NC	30	0.35	F	74	1271741	536865	479578	255298	46	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	46	CV	0.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	46	FD	2.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	47	SA	6437.07
70	NC	30	0.35	F	74	1271741	536865	479578	255298	47	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	47	CV	0.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	47	FD	2.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	48	SA	7363.7
70	NC	30	0.35	F	74	1271741	536865	479578	255298	48	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	48	CV	0.11
70	NC	30	0.35	F	74	1271741	536865	479578	255298	48	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	49	SA	4660.37
70	NC	30	0.35	F	74	1271741	536865	479578	255298	49	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	49	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	49	FD	2.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	50	SA	1868.32
70	NC	30	0.35	F	74	1271741	536865	479578	255298	50	SI	0.47
70	NC	30	0.35	F	74	1271741	536865	479578	255298	50	CV	0.23
70	NC	30	0.35	F	74	1271741	536865	479578	255298	50	FD	2.27
70	NC	30	0.35	F	74	1271741	536865	479578	255298	51	SA	1430.24
70	NC	30	0.35	F	74	1271741	536865	479578	255298	51	SI	0.47
70	NC	30	0.35	F	74	1271741	536865	479578	255298	51	CV	0.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	51	FD	2.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	52	SA	1813.63
70	NC	30	0.35	F	74	1271741	536865	479578	255298	52	SI	0.45
70	NC	30	0.35	F	74	1271741	536865	479578	255298	52	CV	0.18
70	NC	30	0.35	F	74	1271741	536865	479578	255298	52	FD	2.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	53	SA	1777.24
70	NC	30	0.35	F	74	1271741	536865	479578	255298	53	SI	0.46
70	NC	30	0.35	F	74	1271741	536865	479578	255298	53	CV	0.17
70	NC	30	0.35	F	74	1271741	536865	479578	255298	53	FD	2.13
70	NC	30	0.35	F	74	1271741	536865	479578	255298	54	SA	8069.52
70	NC	30	0.35	F	74	1271741	536865	479578	255298	54	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	54	CV	0.1
70	NC	30	0.35	F	74	1271741	536865	479578	255298	54	FD	2.14
70	NC	30	0.35	F	74	1271741	536865	479578	255298	55	SA	5512.47
70	NC	30	0.35	F	74	1271741	536865	479578	255298	55	SI	0.42
70	NC	30	0.35	F	74	1271741	536865	479578	255298	55	CV	0.15
70	NC	30	0.35	F	74	1271741	536865	479578	255298	55	FD	2.21
70	NC	30	0.35	F	74	1271741	536865	479578	255298	56	SA	3233.89
70	NC	30	0.35	F	74	1271741	536865	479578	255298	56	SI	0.43
70	NC	30	0.35	F	74	1271741	536865	479578	255298	56	CV	0.16
70	NC	30	0.35	F	74	1271741	536865	479578	255298	56	FD	2.14

Curvedness Data

The summary table below only shows the Global Cortical Surface Curvedness measures for all 104 subjects (27 AD, 35 NC and 42 MCI). These data can be used for various types of analytics (e.g., ROC/AUC studies).

Subject_ID	Group	MMSE	CDR	Sex	Age	TBV	GMV	WMV	CSFV	Curvedness
1	AD	21	1.2	F	82	1051706	522930	247583	281194	0.08
2	AD	21	1.2	F	83	1044368	571174	156621	316573	0.1
3	AD	18	1.2	F	86	974661	460249	311430	202982	0.08
4	AD	18	1.2	F	86	976983	498260	246534	232188	0.1
5	AD	18	1.2	F	86	950040	454041	299291	196708	0.07
6	AD	11	2.5	F	77	1195056	499931	449486	245638	0.1
7	AD	11	2.5	F	78	1162502	701263	158936	302303	0.11
8	AD	11	2	M	75	916281	462471	238294	215516	0.11
9	AD	19	2	F	87	996626	483030	236239	277358	0.08
10	AD	19	2	F	87	1175956	596525	289521	289909	0.07
11	AD	20	2	F	85	1169198	593976	264808	310415	0.08
12	AD	20	2	F	86	1156211	479660	371776	304774	0.08
13	AD	20	2	F	87	1029039	527196	191391	310453	0.08
14	AD	20	1.2	M	87	1143163	504482	314471	324210	0.11
15	AD	20	1.2	M	87	1114528	386723	412601	315204	0.09
16	AD	20	1.2	M	87	1138213	397496	410805	329912	0.08
17	AD	20	1.2	M	88	1131936	392486	404156	335293	0.11
18	AD	11	2	M	75	1010678	657896	168939	183842	0.09
19	AD	11	2	M	76	1124408	684973	186795	252639	0.1
20	AD	11	2	M	76	991200	339999	445519	205682	0.1
21	AD	19	1.6	M	81	1277186	686844	300088	290254	0.1
22	AD	19	1.6	M	82	1253115	660879	307806	284430	0.11
23	AD	21	1.2	M	85	1406179	719645	296164	390370	0.1
24	AD	21	1.2	M	85	1405460	749260	237816	418385	0.11
25	AD	18	2	M	68	1401540	617913	406222	377405	0.1
26	AD	18	2	M	69	1417779	597788	440790	379202	0.1
27	AD	18	2	M	70	1491654	609441	426343	455870	0.1
28	MCI	26	0.5	F	85	1070295	550223	303444	216628	0.1
29	MCI	26	0.5	F	86	1078491	598101	222461	257929	0.1
30	MCI	26	0.5	F	84	1108841	441069	438531	229241	0.09
31	MCI	26	0.5	F	84	1052569	456148	336218	260203	0.09
32	MCI	26	0.5	F	85	1046867	422604	389580	234683	0.1
33	MCI	26	0.5	F	78	973704	450124	350696	172884	0.13
34	MCI	26	0.5	F	75	1001708	400847	409607	191254	0.12
35	MCI	26	0.5	F	77	981885	481196	315478	185211	0.1
36	MCI	26	0.5	F	76	940776	479556	264358	196862	0.11
37	MCI	25	0.5	F	71	1024984	428464	438384	158136	0.1
38	MCI	25	0.5	F	70	988454	485590	337502	165362	0.1
39	MCI	25	0.5	F	69	1024423	537669	299160	187594	0.07
40	MCI	25	0.5	F	70	1022798	406509	429480	186808	0.1
41	MCI	24	0.5	F	71	1013738	601268	212903	199568	0.1
42	MCI	24	0.5	F	72	1031235	553007	286348	191880	0.1
43	MCI	24	0.5	F	71	1033305	526573	307907	198825	0.09
44	MCI	24	0.5	F	73	1017126	530976	295174	190976	0.1
45	MCI	26	0.5	F	62	1027384	531291	328194	167899	0.09
46	MCI	26	0.5	F	61	1032448	545548	319232	167668	0.09
47	MCI	26	0.5	F	62	1011555	540608	299601	171347	0.09
48	MCI	27	0.5	M	71	960724	473449	304635	182640	0.1
49	MCI	27	0.5	M	71	1098958	534915	338968	225075	0.1
50	MCI	27	0.5	M	72	1142661	559725	330364	252572	0.09
51	MCI	27	0.5	M	72	951011	373935	404499	172577	0.11
52	MCI	27	0.5	M	87	926758	507144	254503	165111	0.11
53	MCI	27	0.5	M	87	1053413	573576	207782	272055	0.09
54	MCI	27	0.5	M	85	845456	521886	123981	199590	0.09
55	MCI	27	0.5	M	86	1075931	563839	241804	270289	0.08
56	MCI	27	0.5	M	86	937734	518586	218814	200334	0.08
57	MCI	27	0.5	M	88	1206872	451322	447195	308355	0.1
58	MCI	27	0.5	M	89	1202321	464799	426849	310673	0.1
59	MCI	27	0.5	M	89	1239553	499853	434961	304740	0.1
60	MCI	27	0.5	M	90	1189734	494439	382854	312441	0.09
61	MCI	26	0.5	M	78	1316260	564311	449629	302319	0.1
62	MCI	26	0.5	M	77	1307374	577097	436194	294083	0.1
63	MCI	26	0.5	M	78	1310303	561384	436163	312756	0.11
64	MCI	26	0.5	M	79	1309652	558242	430254	321156	0.1
65	MCI	26	0.5	M	79	1311019	551798	447184	312038	0.11
66	MCI	26	0.5	M	83	1129690	624300	174983	330407	0.09
67	MCI	26	0.5	M	82	1144965	637763	155106	352097	0.1
68	MCI	26	0.5	M	84	1211573	637202	223926	350445	0.1
69	MCI	26	0.5	M	82	1134422	664774	125166	344483	0.1
70	NC	30	0.35	F	74	1271741	536865	479578	255298	0.1
71	NC	30	0.35	F	73	1243725	477169	521321	245235	0.1
72	NC	30	0.35	F	74	1264946	480113	544678	240156	0.1
73	NC	30	0	F	83	934834	477838	273939	183056	0.1
74	NC	30	0	F	81	932119	478796	265598	187725	0.11
75	NC	30	0	F	82	935991	474971	273201	187819	0.11
76	NC	30	0	F	84	877074	436673	254445	185957	0.09
77	NC	30	0	F	73	1119913	529249	374001	216664	0.1
78	NC	30	0	F	74	1110023	514224	380753	215046	0.09
79	NC	30	0	F	73	1114279	648557	265406	200316	0.11
80	NC	30	0	F	84	1050190	516746	293136	240308	0.12
81	NC	30	0	F	86	1042013	511103	292374	238536	0.12
82	NC	30	0	F	85	1041771	505748	296813	239211	0.07
83	NC	30	0	F	85	1017984	493419	293012	231553	0.12
84	NC	30	0	F	89	1022483	544997	244719	232766	0.07
85	NC	30	0	F	90	1037387	533749	270938	232701	0.1
86	NC	30	0	F	89	1015639	505547	275516	234576	0.09
87	NC	29	0	M	75	1191478	492356	505147	193974	0.1
88	NC	29	0	M	73	1193056	491315	499902	201839	0.1
89	NC	29	0	M	74	1188322	483203	505977	199141	0.1
90	NC	29	0	M	73	1198397	498763	492698	206936	0.09
91	NC	30	0	M	76	1222069	700239	196693	325136	0.09
92	NC	30	0	M	74	1195296	505686	403613	285998	0.1
93	NC	30	0	M	75	1201648	487493	446719	267437	0.11
94	NC	30	0	M	75	1223496	497646	419784	306066	0.1
95	NC	29	0	M	73	1196006	492698	486536	216773	0.1
96	NC	29	0	M	73	1197405	494145	463586	239674	0.1
97	NC	29	0	M	75	1171116	470393	468647	232076	0.1
98	NC	29	0	M	74	1118844	633217	287310	198317	0.1
99	NC	30	0	M	61	1323041	587968	427909	307164	0.09
100	NC	30	0	M	61	1313113	589918	423293	299903	0.09
101	NC	30	0	M	60	1301185	526997	576720	197468	0.1
102	NC	29	0	M	76	1254370	504248	565007	185115	0.1
103	NC	29	0	M	75	1260212	508433	557076	194704	0.1
104	NC	29	0	M	76	1250235	495051	539239	215946	0.1

ROIs

Index	ImageIntensity	ROI_Name
0	0	Background
1	21	L_superior_frontal_gyrus
2	24	R_middle_frontal_gyrus
3	50	R_precuneus
4	181	cerebellum
5	47	L_angular_gyrus
6	122	R_cingulate_gyrus
7	83	L_middle_temporal_gyrus
8	90	R_lingual_gyrus
9	81	L_superior_temporal_gyrus
10	91	L_fusiform_gyrus
11	44	R_superior_parietal_gyrus
12	66	R_inferior_occipital_gyrus
13	87	L_parahippocampal_gyrus
14	162	R_caudate
15	85	L_inferior_temporal_gyrus
16	182	brainstem
17	43	L_superior_parietal_gyrus
18	28	R_precentral_gyrus
19	23	L_middle_frontal_gyrus
20	89	L_lingual_gyrus
21	41	L_postcentral_gyrus
22	86	R_inferior_temporal_gyrus
23	163	L_putamen
24	26	R_inferior_frontal_gyrus
25	102	R_insular_cortex
26	25	L_inferior_frontal_gyrus
27	46	R_supramarginal_gyrus
28	34	R_gyrus_rectus
29	65	L_inferior_occipital_gyrus
30	164	R_putamen
31	61	L_superior_occipital_gyrus
32	30	R_middle_orbitofrontal_gyrus
33	42	R_postcentral_gyrus
34	27	L_precentral_gyrus
35	32	R_lateral_orbitofrontal_gyrus
36	121	L_cingulate_gyrus
37	31	L_lateral_orbitofrontal_gyrus
38	92	R_fusiform_gyrus
39	45	L_supramarginal_gyrus
40	88	R_parahippocampal_gyrus
41	22	R_superior_frontal_gyrus
42	29	L_middle_orbitofrontal_gyrus
43	68	R_cuneus
44	62	R_superior_occipital_gyrus
45	33	L_gyrus_rectus
46	48	R_angular_gyrus
47	64	R_middle_occipital_gyrus
48	84	R_middle_temporal_gyrus
49	49	L_precuneus
50	67	L_cuneus
51	161	L_caudate
52	165	L_hippocampus
53	166	R_hippocampus
54	82	R_superior_temporal_gyrus
55	63	L_middle_occipital_gyrus
56	101	L_insular_cortex

References

Dinov ID, Van Horn JD, Lozev KM, Magsipoc R, Petrosyan P, Liu Z, MacKenzie-Graha A, Eggert P, Parker DS and Toga AW (2009) Efficient, Distributed and Interactive Neuroimaging Data Analysis using the LONI Pipeline. Front. Neuroinform. (2009) 3:22. doi:10.3389/neuro.11.022.2009, published online: 20 July 2009.

David W. Shattuck, Mubeena Mirza, Vitria Adisetiyo, Cornelius Hojatkashani, Georges Salamon, Katherine L. Narr, Russell A. Poldrack, Robert M. Bilder, Arthur W. Toga, Construction of a 3D probabilistic atlas of human cortical structures, NeuroImage, Volume 39, Issue 3, 1 February 2008, Pages 1064-1080, ISSN 1053-8119, DOI: 10.1016/j.neuroimage.2007.09.031.

Christou N, Dinov ID (2011) Confidence Interval Based Parameter Estimation—A New SOCR Applet and Activity. PLoS ONE 6(5): e19178. doi:10.1371/journal.pone.0019178.

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Difference between revisions of "SOCR Data July2009 ID NI"

Latest revision as of 09:31, 7 November 2014

Contents

SOCR Datasets - Neuroimaging study of 27 Alzheimer's disease (AD) subjects, 35 normal controls (NC), and 42 mild cognitive impairment subjects (MCI)

Data Overview

Data Description

Data

Curvedness Data

ROIs

References

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@@ Line 1: / Line 1: @@
 == [[SOCR_Data | SOCR Datasets]] -  Neuroimaging study of 27 Alzheimer's disease (AD) subjects, 35 normal controls (NC), and 42 mild cognitive impairment subjects (MCI) ==
-==Data Overview==
+===Data Overview===
-[[Image:SOCR_Data_Dinov_July2009_NI.png|150px|thumbnail|right| Neuroimaging Data ]]
+[[Image:SOCR_Data_Dinov_July2009_NI.png|150px|thumbnail|right| [http://socr.ucla.edu/docs/resources/SOCR_Data/AD_NC_MCI_NI_Data2009.html Neuroimaging Data] ]]
 [[SOCR_Data_July2009_ID_NI#References |This is a large neuroimaging study]] using automated volumetric data processing to obtain different shape and volume measures of local anatomy. The subject population is derived from the [http://www.loni.ucla.edu/ADNI Alzheimer's Disease Neuroimaging Initiative (ADNI) database] and includes 27 Alzheimer's disease (AD) subjects, 35 normal controls (NC), and 42 mild cognitive impairment subjects (MCI). The goals of the study were to identify associations and relationships between neuroimaging biomarkers and various subject demographics and traits.
-==Data Description==
+===Data Description===
 * Subject_ID: index of the subject in this dataset (1, 2, 3, ..., 104)
 * Group: Indicator of the subject group: Alzheimer's disease (AD), normal control (NC), or mild cognitive impairment (MCI)
@@ Line 13: / Line 13: @@
 * Age: Subject's age
 * TBV: [http://en.wikipedia.org/wiki/Brain_size Total Brain Volume] measure in ''mm<sup>3</sup>''
-* GMV: [en.wikipedia.org/wiki/Gray_matter Gray Matter] Volume in ''mm<sup>3</sup>''
+* GMV: [http://en.wikipedia.org/wiki/Gray_matter Gray Matter] Volume in ''mm<sup>3</sup>''
 * WMV: [http://en.wikipedia.org/wiki/White_matter White Matter] Volume in ''mm<sup>3</sup>''
 * CSFV: [http://en.wikipedia.org/wiki/Cerebrospinal_fluid Cerebrospinal Fluid] Volume in ''mm<su0>3</sup>''
@@ Line 24: / Line 24: @@
 * Value: Numerical value of the measure (above).
+===Data===
+[http://www.socr.ucla.edu/htmls/SOCR_Charts.html SOCR Charts] and [http://www.socr.ucla.edu/SOCR_MotionCharts/ SOCR MotionCharts] may be used to render dynamic visualizations of these data as illustrated below. [[SOCR_EduMaterials_ChartsActivities | SOCR Charts help is available here]]. The examples shown below were generated using [http://www.socr.ucla.edu/SOCR_MotionCharts/ SOCR MotionCharts] and the following variable-property mapping: Key=ROI; X-Axis=GMV; Y-Axis=CSFV; Size=Value; Color=Group; Category=Group.
-==Data==
+<center>[[Image:SOCR_Data_Dinov_July2009_NI_Fig1.png|400px]]
-[http://socr.ucla.edu/docs/resources/SOCR_Data/AD_NC_MCI_NI_Data2009.html Complete data set (5MB) is available here]. A small portion of the data that illustrates the complexity of this dataset is shown in the table below:
+[[Image:SOCR_Data_Dinov_July2009_NI_Fig2.png|100px]]</center>
+<center>[[Image:SOCR_Data_Dinov_July2009_NI_Fig3.gif]]</center>
+The Complete data set is available online in [http://socr.ucla.edu/docs/resources/SOCR_Data/AD_NC_MCI_NI_Data2009.html HTML tabular (5MB)] and [http://socr.ucla.edu/docs/resources/SOCR_Data/AD_NC_MCI_NI_Data2009.txt ASCII/TEXT (1.5MB)] formats. A small portion of the data that illustrates the complexity of this dataset is shown in the table below:
 {| class="wikitable" style="text-align:center;" border="2"
@@ Line 1,377: / Line 1,383: @@
 |}
-== ROIs==
+===Curvedness Data===
+The summary table below only shows the Global Cortical Surface Curvedness measures for all 104 subjects (27 AD, 35 NC and 42 MCI). These data can be used for various types of analytics (e.g., [[SMHS_ROC|ROC/AUC studies]]).
 {| class="wikitable" style="text-align:center;" border="2"
 |-
-! Index || ImageIntensity || ROI_Name
+! Subject_ID||Group||MMSE||CDR||Sex||Age||TBV||GMV||WMV||CSFV||Curvedness
 |-
-| 0 || 0 || Background
+|1||AD||21||1.2||F||82||1051706||522930||247583||281194||0.08
 |-
-| 1 || 21 || L_superior_frontal_gyrus
+|2||AD||21||1.2||F||83||1044368||571174||156621||316573||0.1
 |-
-| 2 || 24 || R_middle_frontal_gyrus
+|3||AD||18||1.2||F||86||974661||460249||311430||202982||0.08
 |-
-| 3 || 50 || R_precuneus
+|4||AD||18||1.2||F||86||976983||498260||246534||232188||0.1
 |-
-| 4 || 181 || cerebellum
+|5||AD||18||1.2||F||86||950040||454041||299291||196708||0.07
 |-
-| 5 || 47 || L_angular_gyrus
+|6||AD||11||2.5||F||77||1195056||499931||449486||245638||0.1
 |-
-| 6 || 122 || R_cingulate_gyrus
+|7||AD||11||2.5||F||78||1162502||701263||158936||302303||0.11
 |-
-| 7 || 83 || L_middle_temporal_gyrus
+|8||AD||11||2||M||75||916281||462471||238294||215516||0.11
 |-
-| 8 || 90 || R_lingual_gyrus
+|9||AD||19||2||F||87||996626||483030||236239||277358||0.08
 |-
-| 9 || 81 || L_superior_temporal_gyrus
+|10||AD||19||2||F||87||1175956||596525||289521||289909||0.07
 |-
-| 10 || 91 || L_fusiform_gyrus
+|11||AD||20||2||F||85||1169198||593976||264808||310415||0.08
 |-
-| 11 || 44 || R_superior_parietal_gyrus
+|12||AD||20||2||F||86||1156211||479660||371776||304774||0.08
 |-
-| 12 || 66 || R_inferior_occipital_gyrus
+|13||AD||20||2||F||87||1029039||527196||191391||310453||0.08
 |-
-| 13 || 87 || L_parahippocampal_gyrus
+|14||AD||20||1.2||M||87||1143163||504482||314471||324210||0.11
 |-
-| 14 || 162 || R_caudate
+|15||AD||20||1.2||M||87||1114528||386723||412601||315204||0.09
 |-
-| 15 || 85 || L_inferior_temporal_gyrus
+|16||AD||20||1.2||M||87||1138213||397496||410805||329912||0.08
 |-
-| 16 || 182 || brainstem
+|17||AD||20||1.2||M||88||1131936||392486||404156||335293||0.11
 |-
-| 17 || 43 || L_superior_parietal_gyrus
+|18||AD||11||2||M||75||1010678||657896||168939||183842||0.09
 |-
-| 18 || 28 || R_precentral_gyrus
+|19||AD||11||2||M||76||1124408||684973||186795||252639||0.1
 |-
+|20||AD||11||2||M||76||991200||339999||445519||205682||0.1
+|-
+|21||AD||19||1.6||M||81||1277186||686844||300088||290254||0.1
+|-
+|22||AD||19||1.6||M||82||1253115||660879||307806||284430||0.11
+|-
+|23||AD||21||1.2||M||85||1406179||719645||296164||390370||0.1
+|-
+|24||AD||21||1.2||M||85||1405460||749260||237816||418385||0.11
+|-
+|25||AD||18||2||M||68||1401540||617913||406222||377405||0.1
+|-
+|26||AD||18||2||M||69||1417779||597788||440790||379202||0.1
+|-
+|27||AD||18||2||M||70||1491654||609441||426343||455870||0.1
+|-
+|28||MCI||26||0.5||F||85||1070295||550223||303444||216628||0.1
+|-
+|29||MCI||26||0.5||F||86||1078491||598101||222461||257929||0.1
+|-
+|30||MCI||26||0.5||F||84||1108841||441069||438531||229241||0.09
+|-
+|31||MCI||26||0.5||F||84||1052569||456148||336218||260203||0.09
+|-
+|32||MCI||26||0.5||F||85||1046867||422604||389580||234683||0.1
+|-
+|33||MCI||26||0.5||F||78||973704||450124||350696||172884||0.13
+|-
+|34||MCI||26||0.5||F||75||1001708||400847||409607||191254||0.12
+|-
+|35||MCI||26||0.5||F||77||981885||481196||315478||185211||0.1
+|-
+|36||MCI||26||0.5||F||76||940776||479556||264358||196862||0.11
+|-
+|37||MCI||25||0.5||F||71||1024984||428464||438384||158136||0.1
+|-
+|38||MCI||25||0.5||F||70||988454||485590||337502||165362||0.1
+|-
+|39||MCI||25||0.5||F||69||1024423||537669||299160||187594||0.07
+|-
+|40||MCI||25||0.5||F||70||1022798||406509||429480||186808||0.1
+|-
+|41||MCI||24||0.5||F||71||1013738||601268||212903||199568||0.1
+|-
+|42||MCI||24||0.5||F||72||1031235||553007||286348||191880||0.1
+|-
+|43||MCI||24||0.5||F||71||1033305||526573||307907||198825||0.09
+|-
+|44||MCI||24||0.5||F||73||1017126||530976||295174||190976||0.1
+|-
+|45||MCI||26||0.5||F||62||1027384||531291||328194||167899||0.09
+|-
+|46||MCI||26||0.5||F||61||1032448||545548||319232||167668||0.09
+|-
+|47||MCI||26||0.5||F||62||1011555||540608||299601||171347||0.09
+|-
+|48||MCI||27||0.5||M||71||960724||473449||304635||182640||0.1
+|-
+|49||MCI||27||0.5||M||71||1098958||534915||338968||225075||0.1
+|-
+|50||MCI||27||0.5||M||72||1142661||559725||330364||252572||0.09
+|-
+|51||MCI||27||0.5||M||72||951011||373935||404499||172577||0.11
+|-
+|52||MCI||27||0.5||M||87||926758||507144||254503||165111||0.11
+|-
+|53||MCI||27||0.5||M||87||1053413||573576||207782||272055||0.09
+|-
+|54||MCI||27||0.5||M||85||845456||521886||123981||199590||0.09
+|-
+|55||MCI||27||0.5||M||86||1075931||563839||241804||270289||0.08
+|-
+|56||MCI||27||0.5||M||86||937734||518586||218814||200334||0.08
+|-
+|57||MCI||27||0.5||M||88||1206872||451322||447195||308355||0.1
+|-
+|58||MCI||27||0.5||M||89||1202321||464799||426849||310673||0.1
+|-
+|59||MCI||27||0.5||M||89||1239553||499853||434961||304740||0.1
+|-
+|60||MCI||27||0.5||M||90||1189734||494439||382854||312441||0.09
+|-
+|61||MCI||26||0.5||M||78||1316260||564311||449629||302319||0.1
+|-
+|62||MCI||26||0.5||M||77||1307374||577097||436194||294083||0.1
+|-
+|63||MCI||26||0.5||M||78||1310303||561384||436163||312756||0.11
+|-
+|64||MCI||26||0.5||M||79||1309652||558242||430254||321156||0.1
+|-
+|65||MCI||26||0.5||M||79||1311019||551798||447184||312038||0.11
+|-
+|66||MCI||26||0.5||M||83||1129690||624300||174983||330407||0.09
+|-
+|67||MCI||26||0.5||M||82||1144965||637763||155106||352097||0.1
+|-
+|68||MCI||26||0.5||M||84||1211573||637202||223926||350445||0.1
+|-
+|69||MCI||26||0.5||M||82||1134422||664774||125166||344483||0.1
+|-
+|70||NC||30||0.35||F||74||1271741||536865||479578||255298||0.1
+|-
+|71||NC||30||0.35||F||73||1243725||477169||521321||245235||0.1
+|-
+|72||NC||30||0.35||F||74||1264946||480113||544678||240156||0.1
+|-
+|73||NC||30||0||F||83||934834||477838||273939||183056||0.1
+|-
+|74||NC||30||0||F||81||932119||478796||265598||187725||0.11
+|-
+|75||NC||30||0||F||82||935991||474971||273201||187819||0.11
+|-
+|76||NC||30||0||F||84||877074||436673||254445||185957||0.09
+|-
+|77||NC||30||0||F||73||1119913||529249||374001||216664||0.1
+|-
+|78||NC||30||0||F||74||1110023||514224||380753||215046||0.09
+|-
+|79||NC||30||0||F||73||1114279||648557||265406||200316||0.11
+|-
+|80||NC||30||0||F||84||1050190||516746||293136||240308||0.12
+|-
+|81||NC||30||0||F||86||1042013||511103||292374||238536||0.12
+|-
+|82||NC||30||0||F||85||1041771||505748||296813||239211||0.07
+|-
+|83||NC||30||0||F||85||1017984||493419||293012||231553||0.12
+|-
+|84||NC||30||0||F||89||1022483||544997||244719||232766||0.07
+|-
+|85||NC||30||0||F||90||1037387||533749||270938||232701||0.1
+|-
+|86||NC||30||0||F||89||1015639||505547||275516||234576||0.09
+|-
+|87||NC||29||0||M||75||1191478||492356||505147||193974||0.1
+|-
+|88||NC||29||0||M||73||1193056||491315||499902||201839||0.1
+|-
+|89||NC||29||0||M||74||1188322||483203||505977||199141||0.1
+|-
+|90||NC||29||0||M||73||1198397||498763||492698||206936||0.09
+|-
+|91||NC||30||0||M||76||1222069||700239||196693||325136||0.09
+|-
+|92||NC||30||0||M||74||1195296||505686||403613||285998||0.1
+|-
+|93||NC||30||0||M||75||1201648||487493||446719||267437||0.11
+|-
+|94||NC||30||0||M||75||1223496||497646||419784||306066||0.1
+|-
+|95||NC||29||0||M||73||1196006||492698||486536||216773||0.1
+|-
+|96||NC||29||0||M||73||1197405||494145||463586||239674||0.1
+|-
+|97||NC||29||0||M||75||1171116||470393||468647||232076||0.1
+|-
+|98||NC||29||0||M||74||1118844||633217||287310||198317||0.1
+|-
+|99||NC||30||0||M||61||1323041||587968||427909||307164||0.09
+|-
+|100||NC||30||0||M||61||1313113||589918||423293||299903||0.09
+|-
+|101||NC||30||0||M||60||1301185||526997||576720||197468||0.1
+|-
+|102||NC||29||0||M||76||1254370||504248||565007||185115||0.1
+|-
+|103||NC||29||0||M||75||1260212||508433||557076||194704||0.1
+|-
+|104||NC||29||0||M||76||1250235||495051||539239||215946||0.1
+|}
+=== ROIs===
+{| class="wikitable" style="text-align:center;" border="2"
+|-
+! Index || ImageIntensity || ROI_Name
+|-
+| 0 || 0 || Background
+|-
+| 1 || 21 || L_superior_frontal_gyrus
+|-
+| 2 || 24 || R_middle_frontal_gyrus
+|-
+| 3 || 50 || R_precuneus
+|-
+| 4 || 181 || cerebellum
+|-
+| 5 || 47 || L_angular_gyrus
+|-
+| 6 || 122 || R_cingulate_gyrus
+|-
+| 7 || 83 || L_middle_temporal_gyrus
+|-
+| 8 || 90 || R_lingual_gyrus
+|-
+| 9 || 81 || L_superior_temporal_gyrus
+|-
+| 10 || 91 || L_fusiform_gyrus
+|-
+| 11 || 44 || R_superior_parietal_gyrus
+|-
+| 12 || 66 || R_inferior_occipital_gyrus
+|-
+| 13 || 87 || L_parahippocampal_gyrus
+|-
+| 14 || 162 || R_caudate
+|-
+| 15 || 85 || L_inferior_temporal_gyrus
+|-
+| 16 || 182 || brainstem
+|-
+| 17 || 43 || L_superior_parietal_gyrus
+|-
+| 18 || 28 || R_precentral_gyrus
+|-
 | 19 || 23 || L_middle_frontal_gyrus
 |-
@@ Line 1,497: / Line 1,719: @@
 |}
-== References==
+=== References===
 * Dinov ID, Van Horn JD, Lozev KM, Magsipoc R, Petrosyan P, Liu Z, MacKenzie-Graha A, Eggert P, Parker DS and Toga AW (2009) Efficient, Distributed and Interactive Neuroimaging Data Analysis using the LONI Pipeline. [http://www.frontiersin.org/neuroinformatics/ Front. Neuroinform.] (2009) 3:22. [http://www.frontiersin.org/neuroinformatics/paper/10.3389/neuro.11/022.2009/ doi:10.3389/neuro.11.022.2009], published online: 20 July 2009.
 * David W. Shattuck, Mubeena Mirza, Vitria Adisetiyo, Cornelius Hojatkashani, Georges Salamon, Katherine L. Narr, Russell A. Poldrack, Robert M. Bilder, Arthur W. Toga, Construction of a 3D probabilistic atlas of human cortical structures, NeuroImage, Volume 39, Issue 3, 1 February 2008, Pages 1064-1080, ISSN 1053-8119, DOI: [http://dx.doi.org/10.1016/j.neuroimage.2007.09.031 10.1016/j.neuroimage.2007.09.031].
+* Christou N, Dinov ID (2011) [http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0019178 Confidence Interval Based Parameter Estimation—A New SOCR Applet and Activity]. [http://www.plosone.org PLoS ONE] 6(5): e19178. [http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0019178 doi:10.1371/journal.pone.0019178].