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brain2vec_PCA

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medical
brain-data
mri
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  1. .DS_Store +0 -0
  2. README.md +11 -6
  3. eval_results/downstream_models/lda_diag.pkl +3 -0
  4. eval_results/downstream_models/lda_sex.pkl +3 -0
  5. eval_results/downstream_models/le_diag.pkl +3 -0
  6. eval_results/downstream_models/le_sex.pkl +3 -0
  7. eval_results/downstream_models/reg_age.pkl +3 -0
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  11. eval_results/train/train_embeddings.npz +3 -0
  12. eval_results/train/train_metadata.csv +0 -0
  13. eval_results/validation/validation_embeddings.npz +3 -0
  14. eval_results/validation/validation_metadata.csv +365 -0
.DS_Store ADDED
Binary file (6.15 kB). View file
 
README.md CHANGED
@@ -22,9 +22,12 @@ A linear PCA model for brain structure T1 MRIs. The models takes in a 3d MRI NIf
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  # Example usage
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  ```
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  # get brain2vec_PCA model repository
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- git lfs install # Ensure Git LFS is installed and enabled
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  git clone https://huggingface.co/radiata-ai/brain2vec_PCA
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  cd brain2vec_PCA
 
 
 
 
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  git lfs pull
29
 
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  # set up virtual environemt
@@ -49,18 +52,20 @@ nohup python train_brain2vec_PCA.py \
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  > train_log.txt 2>&1 &
50
 
51
  # model inference
 
52
  python inference_brain2vec_PCA.py \
53
  --pca_model pca_model.joblib \
54
- --input_images /path/to/img1.nii.gz /path/to/img2.nii.gz \
55
  --output_dir pca_output \
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- --embeddings_filename pca_embeddings_2 \
57
- --save_recons
58
 
 
59
  python inference_brain2vec_PCA.py \
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  --pca_model pca_model.joblib \
61
- --csv_input inputs.csv \
62
  --output_dir pca_output \
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- --embeddings_filename pca_embeddings_all
 
64
  ```
65
 
66
  # Methods
 
22
  # Example usage
23
  ```
24
  # get brain2vec_PCA model repository
 
25
  git clone https://huggingface.co/radiata-ai/brain2vec_PCA
26
  cd brain2vec_PCA
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+
28
+ # pull pre-trained model weights
29
+ sudo apt install git-lfs
30
+ git lfs install
31
  git lfs pull
32
 
33
  # set up virtual environemt
 
52
  > train_log.txt 2>&1 &
53
 
54
  # model inference
55
+ # for a set of scans in inputs.csv
56
  python inference_brain2vec_PCA.py \
57
  --pca_model pca_model.joblib \
58
+ --csv_input inputs.csv \
59
  --output_dir pca_output \
60
+ --embeddings_filename pca_embeddings_all
 
61
 
62
+ # or for individual scans
63
  python inference_brain2vec_PCA.py \
64
  --pca_model pca_model.joblib \
65
+ --input_images /path/to/img1.nii.gz /path/to/img2.nii.gz \
66
  --output_dir pca_output \
67
+ --embeddings_filename pca_embeddings_2 \
68
+ --save_recons
69
  ```
70
 
71
  # Methods
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+ 86,,,34,female,cognitively_normal,,,,,39.605003356933594,female,cognitively_normal,5.605003356933594,1,1,NKI-RS,1417
88
+ 87,,,72,female,cognitively_normal,,,,,74.61456298828125,female,cognitively_normal,2.61456298828125,1,1,NKI-RS,3134
89
+ 88,,,71,female,cognitively_normal,,,,,75.64761352539062,female,cognitively_normal,4.647613525390625,1,1,NKI-RS,3133
90
+ 89,,,41,female,cognitively_normal,,,,,31.52501678466797,female,cognitively_normal,9.474983215332031,1,1,NKI-RS,2691
91
+ 90,,,59,female,cognitively_normal,,,,,54.638893127441406,female,cognitively_normal,4.361106872558594,1,1,NKI-RS,1692
92
+ 91,,,22,female,cognitively_normal,,,,,34.09796142578125,female,cognitively_normal,12.09796142578125,1,1,NKI-RS,2466
93
+ 92,,,74,female,cognitively_normal,,,,,73.30448150634766,female,cognitively_normal,0.6955184936523438,1,1,NKI-RS,2588
94
+ 93,,,19,male,cognitively_normal,,,,,14.609451293945312,male,cognitively_normal,4.3905487060546875,1,1,NKI-RS,943
95
+ 94,,,53,male,cognitively_normal,,,,,53.772308349609375,male,cognitively_normal,0.772308349609375,1,1,NKI-RS,2664
96
+ 95,,,52,male,cognitively_normal,,,,,52.361515045166016,male,cognitively_normal,0.3615150451660156,1,1,NKI-RS,2663
97
+ 96,,,54,male,cognitively_normal,,,,,53.68675231933594,male,cognitively_normal,0.3132476806640625,1,1,NKI-RS,2665
98
+ 97,,,64,male,cognitively_normal,,,,,61.64776611328125,male,cognitively_normal,2.35223388671875,1,1,NKI-RS,2826
99
+ 98,,,15,male,cognitively_normal,,,,,13.714004516601562,male,cognitively_normal,1.2859954833984375,1,1,NKI-RS,2640
100
+ 99,,,16,male,cognitively_normal,,,,,11.540603637695312,male,cognitively_normal,4.4593963623046875,1,1,NKI-RS,2639
101
+ 100,,,15,male,cognitively_normal,,,,,12.385520935058594,male,cognitively_normal,2.6144790649414062,1,1,NKI-RS,2638
102
+ 101,,,6,female,cognitively_normal,,,,,13.013893127441406,female,cognitively_normal,7.013893127441406,1,1,NKI-RS,1944
103
+ 102,,,54,female,cognitively_normal,,,,,63.97981262207031,male,cognitively_normal,9.979812622070312,0,1,NKI-RS,960
104
+ 103,,,62,female,cognitively_normal,,,,,90.23604583740234,female,cognitively_normal,28.236045837402344,1,1,NKI-RS,2667
105
+ 104,,,61,female,cognitively_normal,,,,,91.02368927001953,female,cognitively_normal,30.02368927001953,1,1,NKI-RS,2666
106
+ 105,,,63,female,cognitively_normal,,,,,87.53579711914062,female,cognitively_normal,24.535797119140625,1,1,NKI-RS,2668
107
+ 106,,,33,female,cognitively_normal,,,,,27.220542907714844,female,cognitively_normal,5.779457092285156,1,1,NKI-RS,1626
108
+ 107,,,50,female,cognitively_normal,,,,,48.75215148925781,female,cognitively_normal,1.2478485107421875,1,1,NKI-RS,3077
109
+ 108,,,48,female,cognitively_normal,,,,,45.517845153808594,female,cognitively_normal,2.4821548461914062,1,1,NKI-RS,3076
110
+ 109,,,83,male,cognitively_normal,,,,,60.14501953125,male,cognitively_normal,22.85498046875,1,1,NKI-RS,890
111
+ 110,,,35,female,cognitively_normal,,,,,32.75292205810547,female,cognitively_normal,2.2470779418945312,1,1,NKI-RS,1329
112
+ 111,,,66,male,cognitively_normal,,,,,69.26253509521484,male,cognitively_normal,3.2625350952148438,1,1,NKI-RS,2385
113
+ 112,,,65,male,cognitively_normal,,,,,69.1483154296875,male,cognitively_normal,4.1483154296875,1,1,NKI-RS,2384
114
+ 113,,,67,male,cognitively_normal,,,,,70.59136962890625,male,cognitively_normal,3.59136962890625,1,1,NKI-RS,2386
115
+ 114,,,38,female,cognitively_normal,,,,,43.95555114746094,female,cognitively_normal,5.9555511474609375,1,1,NKI-RS,2928
116
+ 115,,,21,male,cognitively_normal,,,,,19.059967041015625,male,cognitively_normal,1.940032958984375,1,1,NKI-RS,1465
117
+ 116,,,55,female,cognitively_normal,,,,,61.27648162841797,female,cognitively_normal,6.276481628417969,1,1,NKI-RS,914
118
+ 117,,,52,female,cognitively_normal,,,,,59.322967529296875,female,cognitively_normal,7.322967529296875,1,1,NKI-RS,2312
119
+ 118,,,58,male,cognitively_normal,,,,,59.620643615722656,male,cognitively_normal,1.6206436157226562,1,1,NKI-RS,2592
120
+ 119,,,57,male,cognitively_normal,,,,,57.704017639160156,male,cognitively_normal,0.7040176391601562,1,1,NKI-RS,2591
121
+ 120,,,59,male,cognitively_normal,,,,,61.8707389831543,male,cognitively_normal,2.870738983154297,1,1,NKI-RS,2593
122
+ 121,,,49,female,cognitively_normal,,,,,53.77898406982422,female,cognitively_normal,4.778984069824219,1,1,NKI-RS,1084
123
+ 122,,,37,female,cognitively_normal,,,,,45.19647216796875,female,cognitively_normal,8.19647216796875,1,1,NKI-RS,2435
124
+ 123,,,64,female,cognitively_normal,,,,,55.75032043457031,female,cognitively_normal,8.249679565429688,1,1,NKI-RS,933
125
+ 124,,,12,male,cognitively_normal,,,,,13.055206298828125,male,cognitively_normal,1.055206298828125,1,1,NKI-RS,2562
126
+ 125,,,12,male,cognitively_normal,,,,,2.3960189819335938,male,cognitively_normal,9.603981018066406,1,1,NKI-RS,2561
127
+ 126,,,54,female,cognitively_normal,,,,,52.899593353271484,female,cognitively_normal,1.1004066467285156,1,1,NKI-RS,2361
128
+ 127,,,53,female,cognitively_normal,,,,,49.056968688964844,female,cognitively_normal,3.9430313110351562,1,1,NKI-RS,2360
129
+ 128,,,55,female,cognitively_normal,,,,,49.38404083251953,female,cognitively_normal,5.615959167480469,1,1,NKI-RS,2362
130
+ 129,,,16,female,cognitively_normal,,,,,21.30956268310547,female,cognitively_normal,5.309562683105469,1,1,NKI-RS,2159
131
+ 130,,,15,female,cognitively_normal,,,,,18.472976684570312,female,cognitively_normal,3.4729766845703125,1,1,NKI-RS,2158
132
+ 131,,,46,female,cognitively_normal,,,,,39.633575439453125,female,cognitively_normal,6.366424560546875,1,1,NKI-RS,2568
133
+ 132,,,45,female,cognitively_normal,,,,,39.07634735107422,female,cognitively_normal,5.923652648925781,1,1,NKI-RS,2567
134
+ 133,,,47,female,cognitively_normal,,,,,40.31043243408203,female,cognitively_normal,6.689567565917969,1,1,NKI-RS,2569
135
+ 134,,,35,female,cognitively_normal,,,,,28.846176147460938,female,cognitively_normal,6.1538238525390625,1,1,NKI-RS,1913
136
+ 135,,,19,female,cognitively_normal,,,,,18.983482360839844,female,cognitively_normal,0.01651763916015625,1,1,NKI-RS,964
137
+ 136,,,36,male,cognitively_normal,,,,,37.95209503173828,male,cognitively_normal,1.9520950317382812,1,1,NKI-RS,1696
138
+ 137,,,13,male,cognitively_normal,,,,,19.97840118408203,male,cognitively_normal,6.978401184082031,1,1,NKI-RS,2441
139
+ 138,,,13,male,cognitively_normal,,,,,18.48291778564453,male,cognitively_normal,5.482917785644531,1,1,NKI-RS,2440
140
+ 139,,,47,female,cognitively_normal,,,,,52.92483901977539,female,cognitively_normal,5.924839019775391,1,1,NKI-RS,978
141
+ 140,,,11,male,cognitively_normal,,,,,2.7202377319335938,male,cognitively_normal,8.279762268066406,1,1,NKI-RS,2453
142
+ 141,,,12,male,cognitively_normal,,,,,5.132591247558594,male,cognitively_normal,6.867408752441406,1,1,NKI-RS,2452
143
+ 142,,,11,male,cognitively_normal,,,,,4.976654052734375,male,cognitively_normal,6.023345947265625,1,1,NKI-RS,2451
144
+ 143,,,9,male,cognitively_normal,,,,,17.79102325439453,male,cognitively_normal,8.791023254394531,1,1,NKI-RS,1791
145
+ 144,,,10,male,cognitively_normal,,,,,19.678985595703125,male,cognitively_normal,9.678985595703125,1,1,NKI-RS,1789
146
+ 145,,,9,male,cognitively_normal,,,,,15.263351440429688,male,cognitively_normal,6.2633514404296875,1,1,NKI-RS,1788
147
+ 146,,,11,male,cognitively_normal,,,,,25.156639099121094,male,cognitively_normal,14.156639099121094,1,1,NKI-RS,1790
148
+ 147,,,15,male,cognitively_normal,,,,,12.9605712890625,male,cognitively_normal,2.0394287109375,1,1,NKI-RS,1731
149
+ 148,,,15,male,cognitively_normal,,,,,11.908287048339844,male,cognitively_normal,3.0917129516601562,1,1,NKI-RS,1730
150
+ 149,,,57,female,cognitively_normal,,,,,43.621116638183594,female,cognitively_normal,13.378883361816406,1,1,NKI-RS,2154
151
+ 150,,,66,female,cognitively_normal,,,,,47.96391296386719,female,cognitively_normal,18.036087036132812,1,1,NKI-RS,1389
152
+ 151,,,85,female,cognitively_normal,,,,,76.90709686279297,female,cognitively_normal,8.092903137207031,1,1,NKI-RS,1327
153
+ 152,,,38,female,cognitively_normal,,,,,46.18340301513672,female,cognitively_normal,8.183403015136719,1,1,NKI-RS,2369
154
+ 153,,,50,female,cognitively_normal,,,,,48.33085632324219,male,cognitively_normal,1.6691436767578125,0,1,NKI-RS,1319
155
+ 154,,,19,female,cognitively_normal,,,,,22.62890625,female,cognitively_normal,3.62890625,1,1,NKI-RS,1498
156
+ 155,,,59,female,cognitively_normal,,,,,47.574623107910156,female,cognitively_normal,11.425376892089844,1,1,NKI-RS,1058
157
+ 156,,,9,female,cognitively_normal,,,,,6.983062744140625,female,cognitively_normal,2.016937255859375,1,1,NKI-RS,1729
158
+ 157,,,9,female,cognitively_normal,,,,,4.699653625488281,female,cognitively_normal,4.300346374511719,1,1,NKI-RS,1728
159
+ 158,,,71,female,cognitively_normal,,,,,65.4200668334961,female,cognitively_normal,5.579933166503906,1,1,NKI-RS,1494
160
+ 159,,,69,male,cognitively_normal,,,,,69.04052734375,male,cognitively_normal,0.04052734375,1,1,NKI-RS,1348
161
+ 160,,,66,male,cognitively_normal,,,,,66.8572998046875,male,cognitively_normal,0.8572998046875,1,1,NKI-RS,1347
162
+ 161,,,69,male,cognitively_normal,,,,,64.8700180053711,male,cognitively_normal,4.129981994628906,1,1,NKI-RS,1514
163
+ 162,,,48,female,cognitively_normal,,,,,54.07591247558594,female,cognitively_normal,6.0759124755859375,1,1,NKI-RS,1326
164
+ 163,,,14,male,cognitively_normal,,,,,23.634140014648438,male,cognitively_normal,9.634140014648438,1,1,NKI-RS,2308
165
+ 164,,,15,male,cognitively_normal,,,,,18.40399932861328,male,cognitively_normal,3.4039993286132812,1,1,NKI-RS,2306
166
+ 165,,,14,male,cognitively_normal,,,,,21.09527587890625,male,cognitively_normal,7.09527587890625,1,1,NKI-RS,2305
167
+ 166,,,16,male,cognitively_normal,,,,,23.995750427246094,male,cognitively_normal,7.995750427246094,1,1,NKI-RS,2307
168
+ 167,,,41,female,cognitively_normal,,,,,33.73817443847656,female,cognitively_normal,7.2618255615234375,1,1,NKI-RS,2598
169
+ 168,,,24,female,cognitively_normal,,,,,33.221214294433594,female,cognitively_normal,9.221214294433594,1,1,NKI-RS,2044
170
+ 169,,,65,female,cognitively_normal,,,,,51.153656005859375,female,cognitively_normal,13.846343994140625,1,1,NKI-RS,3103
171
+ 170,,,64,female,cognitively_normal,,,,,47.719825744628906,female,cognitively_normal,16.280174255371094,1,1,NKI-RS,3102
172
+ 171,,,38,female,cognitively_normal,,,,,38.75348663330078,male,cognitively_normal,0.7534866333007812,0,1,NKI-RS,1188
173
+ 172,,,39,female,cognitively_normal,,,,,31.734786987304688,female,cognitively_normal,7.2652130126953125,1,1,NKI-RS,993
174
+ 173,,,60,female,cognitively_normal,,,,,54.86878967285156,female,cognitively_normal,5.1312103271484375,1,1,NKI-RS,922
175
+ 174,,,57,male,cognitively_normal,,,,,56.724647521972656,female,cognitively_normal,0.27535247802734375,0,1,NKI-RS,909
176
+ 175,,,61,male,cognitively_normal,,,,,63.55859375,male,cognitively_normal,2.55859375,1,1,NKI-RS,923
177
+ 176,,,16,female,cognitively_normal,,,,,25.924781799316406,female,cognitively_normal,9.924781799316406,1,1,NKI-RS,2152
178
+ 177,,,17,female,cognitively_normal,,,,,27.018295288085938,female,cognitively_normal,10.018295288085938,1,1,NKI-RS,2151
179
+ 178,,,16,female,cognitively_normal,,,,,23.667579650878906,female,cognitively_normal,7.667579650878906,1,1,NKI-RS,2150
180
+ 179,,,25,male,cognitively_normal,,,,,26.480743408203125,male,cognitively_normal,1.480743408203125,1,1,NKI-RS,1437
181
+ 180,,,7,female,cognitively_normal,,,,,14.042381286621094,female,cognitively_normal,7.042381286621094,1,1,NKI-RS,2814
182
+ 181,,,8,female,cognitively_normal,,,,,14.255050659179688,female,cognitively_normal,6.2550506591796875,1,1,NKI-RS,2815
183
+ 182,,,52,female,cognitively_normal,,,,,44.674530029296875,female,cognitively_normal,7.325469970703125,1,1,NKI-RS,2149
184
+ 183,,,33,male,cognitively_normal,,,,,41.01891326904297,male,cognitively_normal,8.018913269042969,1,1,NKI-RS,2028
185
+ 184,,,16,male,cognitively_normal,,,,,15.70391845703125,male,cognitively_normal,0.29608154296875,1,1,NKI-RS,2081
186
+ 185,,,17,male,cognitively_normal,,,,,16.5831298828125,male,cognitively_normal,0.4168701171875,1,1,NKI-RS,2080
187
+ 186,,,16,male,cognitively_normal,,,,,15.867164611816406,male,cognitively_normal,0.13283538818359375,1,1,NKI-RS,2079
188
+ 187,,,74,female,cognitively_normal,,,,,63.566558837890625,female,cognitively_normal,10.433441162109375,1,1,NKI-RS,2085
189
+ 188,,,49,male,cognitively_normal,,,,,47.65446472167969,male,cognitively_normal,1.3455352783203125,1,1,NKI-RS,1094
190
+ 189,,,22,male,cognitively_normal,,,,,16.280799865722656,male,cognitively_normal,5.719200134277344,1,1,NKI-RS,2416
191
+ 190,,,59,male,cognitively_normal,,,,,67.3736343383789,male,cognitively_normal,8.373634338378906,1,1,NKI-RS,3156
192
+ 191,,,59,male,cognitively_normal,,,,,69.14727020263672,male,cognitively_normal,10.147270202636719,1,1,NKI-RS,3155
193
+ 192,,,33,female,cognitively_normal,,,,,50.64338684082031,female,cognitively_normal,17.643386840820312,1,1,NKI-RS,1819
194
+ 193,,,28,female,cognitively_normal,,,,,34.14936828613281,female,cognitively_normal,6.1493682861328125,1,1,NKI-RS,1511
195
+ 194,,,27,male,cognitively_normal,,,,,17.41632843017578,male,cognitively_normal,9.583671569824219,1,1,NKI-RS,1123
196
+ 195,,,57,female,cognitively_normal,,,,,59.83356475830078,female,cognitively_normal,2.8335647583007812,1,1,NKI-RS,2924
197
+ 196,,,56,female,cognitively_normal,,,,,57.78467559814453,female,cognitively_normal,1.7846755981445312,1,1,NKI-RS,2923
198
+ 197,,,58,female,cognitively_normal,,,,,54.972782135009766,female,cognitively_normal,3.0272178649902344,1,1,NKI-RS,2925
199
+ 198,,,77,male,cognitively_normal,,,,,68.57499694824219,male,cognitively_normal,8.425003051757812,1,1,NKI-RS,961
200
+ 199,,,20,male,cognitively_normal,,,,,38.60169982910156,male,cognitively_normal,18.601699829101562,1,1,NKI-RS,1007
201
+ 200,,,55,female,cognitively_normal,,,,,39.84553527832031,female,cognitively_normal,15.154464721679688,1,1,NKI-RS,2951
202
+ 201,,,18,female,cognitively_normal,,,,,32.76837158203125,female,cognitively_normal,14.76837158203125,1,1,NKI-RS,1019
203
+ 202,,,29,male,cognitively_normal,,,,,30.519821166992188,female,cognitively_normal,1.5198211669921875,0,1,NKI-RS,1476
204
+ 203,,,32,female,cognitively_normal,,,,,43.897796630859375,male,cognitively_normal,11.897796630859375,0,1,NKI-RS,1638
205
+ 204,,,44,male,cognitively_normal,,,,,54.54317855834961,female,cognitively_normal,10.54317855834961,0,1,NKI-RS,1483
206
+ 205,,,56,female,cognitively_normal,,,,,64.30436706542969,female,cognitively_normal,8.304367065429688,1,1,NKI-RS,2633
207
+ 206,,,55,female,cognitively_normal,,,,,59.976463317871094,female,cognitively_normal,4.976463317871094,1,1,NKI-RS,2632
208
+ 207,,,57,female,cognitively_normal,,,,,64.5442886352539,female,cognitively_normal,7.544288635253906,1,1,NKI-RS,2634
209
+ 208,,,44,female,cognitively_normal,,,,,48.704246520996094,female,cognitively_normal,4.704246520996094,1,1,NKI-RS,1545
210
+ 209,,,42,female,cognitively_normal,,,,,47.494468688964844,female,cognitively_normal,5.494468688964844,1,1,NKI-RS,1544
211
+ 210,,,58,female,cognitively_normal,,,,,56.338661193847656,female,cognitively_normal,1.6613388061523438,1,1,NKI-RS,1434
212
+ 211,,,7,female,cognitively_normal,,,,,18.130767822265625,female,cognitively_normal,11.130767822265625,1,1,NKI-RS,2304
213
+ 212,,,8,female,cognitively_normal,,,,,11.382652282714844,female,cognitively_normal,3.3826522827148438,1,1,NKI-RS,2303
214
+ 213,,,7,female,cognitively_normal,,,,,19.02582550048828,female,cognitively_normal,12.025825500488281,1,1,NKI-RS,2302
215
+ 214,,,79,female,cognitively_normal,,,,,66.09427642822266,female,cognitively_normal,12.905723571777344,1,1,NKI-RS,1230
216
+ 215,,,13,female,cognitively_normal,,,,,5.296783447265625,male,cognitively_normal,7.703216552734375,0,1,NKI-RS,2409
217
+ 216,,,14,female,cognitively_normal,,,,,10.968284606933594,female,cognitively_normal,3.0317153930664062,1,1,NKI-RS,2407
218
+ 217,,,13,female,cognitively_normal,,,,,9.230949401855469,female,cognitively_normal,3.7690505981445312,1,1,NKI-RS,2406
219
+ 218,,,15,female,cognitively_normal,,,,,14.121513366699219,female,cognitively_normal,0.8784866333007812,1,1,NKI-RS,2408
220
+ 219,,,84,male,cognitively_normal,,,,,73.1428451538086,male,cognitively_normal,10.857154846191406,1,1,NKI-RS,2287
221
+ 220,,,76,male,cognitively_normal,,,,,83.6038818359375,male,cognitively_normal,7.6038818359375,1,1,NKI-RS,948
222
+ 221,,,37,male,cognitively_normal,,,,,39.79564666748047,male,cognitively_normal,2.7956466674804688,1,1,NKI-RS,1186
223
+ 222,,,10,male,cognitively_normal,,,,,6.95635986328125,male,cognitively_normal,3.04364013671875,1,1,NKI-RS,2982
224
+ 223,,,63,female,cognitively_normal,,,,,59.812339782714844,female,cognitively_normal,3.1876602172851562,1,1,NKI-RS,2732
225
+ 224,,,53,female,cognitively_normal,,,,,45.69508361816406,female,cognitively_normal,7.3049163818359375,1,1,NKI-RS,1462
226
+ 225,,,68,female,cognitively_normal,,,,,71.26978302001953,female,cognitively_normal,3.2697830200195312,1,1,NKI-RS,1580
227
+ 226,,,22,male,cognitively_normal,,,,,36.41992950439453,male,cognitively_normal,14.419929504394531,1,1,NKI-RS,1482
228
+ 227,,,12,male,cognitively_normal,,,,,25.555519104003906,female,cognitively_normal,13.555519104003906,0,1,NKI-RS,1965
229
+ 228,,,12,male,cognitively_normal,,,,,22.729759216308594,female,cognitively_normal,10.729759216308594,0,1,NKI-RS,1963
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+ 229,,,10,male,cognitively_normal,,,,,19.241600036621094,female,cognitively_normal,9.241600036621094,0,1,NKI-RS,1962
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+ 230,,,13,male,cognitively_normal,,,,,24.524246215820312,female,cognitively_normal,11.524246215820312,0,1,NKI-RS,1964
232
+ 231,,,51,female,cognitively_normal,,,,,56.654823303222656,male,cognitively_normal,5.654823303222656,0,1,NKI-RS,1090
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+ 232,,,61,female,cognitively_normal,,,,,57.07365417480469,female,cognitively_normal,3.9263458251953125,1,1,NKI-RS,2563
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+ 233,,,23,male,cognitively_normal,,,,,19.580154418945312,male,cognitively_normal,3.4198455810546875,1,1,NKI-RS,2358
235
+ 234,,,49,female,cognitively_normal,,,,,58.976524353027344,female,cognitively_normal,9.976524353027344,1,1,NKI-RS,2781
236
+ 235,,,48,female,cognitively_normal,,,,,54.96421432495117,female,cognitively_normal,6.964214324951172,1,1,NKI-RS,2780
237
+ 236,,,50,female,cognitively_normal,,,,,58.473716735839844,female,cognitively_normal,8.473716735839844,1,1,NKI-RS,2782
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+ 237,,,43,female,cognitively_normal,,,,,40.353233337402344,male,cognitively_normal,2.6467666625976562,0,1,NKI-RS,1891
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+ 238,,,44,female,cognitively_normal,,,,,41.082855224609375,female,cognitively_normal,2.917144775390625,1,1,NKI-RS,1892
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+ 243,,,69,male,cognitively_normal,,,,,66.20502471923828,male,cognitively_normal,2.7949752807617188,1,1,NKI-RS,2528
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256
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+ 256,,,56,male,cognitively_normal,,,,,47.95399475097656,male,cognitively_normal,8.046005249023438,1,1,NKI-RS,2993
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+ 259,,,10,female,cognitively_normal,,,,,19.914505004882812,female,cognitively_normal,9.914505004882812,1,1,NKI-RS,2507
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+ 263,,,61,male,cognitively_normal,,,,,59.8943977355957,female,cognitively_normal,1.1056022644042969,0,1,NKI-RS,2294
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+ 275,,,8,male,cognitively_normal,,,,,10.725715637207031,female,cognitively_normal,2.7257156372070312,0,1,NKI-RS,2387
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+ 294,,,51,male,cognitively_normal,,,,,62.76103210449219,male,cognitively_normal,11.761032104492188,1,1,DLBS,122
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+ 301,,,86,female,cognitively_normal,,,,,73.5956802368164,female,cognitively_normal,12.404319763183594,1,1,DLBS,204
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+ 303,,,51,male,cognitively_normal,,,,,46.71648406982422,male,cognitively_normal,4.283515930175781,1,1,DLBS,174
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+ 364,,,63,male,cognitively_normal,,,,,66.03897094726562,male,cognitively_normal,3.038970947265625,1,1,IXI,713
eval_results/train/train_embeddings.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ 134,,,55,male,cognitively_normal,,,,,58.56702423095703,female,cognitively_normal,3.5670242309570312,0,1,NKI-RS,1983
136
+ 135,,,27,female,cognitively_normal,,,,,24.08147430419922,female,cognitively_normal,2.9185256958007812,1,1,NKI-RS,2153
137
+ 136,,,10,male,cognitively_normal,,,,,20.249603271484375,male,cognitively_normal,10.249603271484375,1,1,NKI-RS,2267
138
+ 137,,,11,male,cognitively_normal,,,,,12.425613403320312,male,cognitively_normal,1.4256134033203125,1,1,NKI-RS,2265
139
+ 138,,,10,male,cognitively_normal,,,,,8.225143432617188,male,cognitively_normal,1.7748565673828125,1,1,NKI-RS,2264
140
+ 139,,,12,male,cognitively_normal,,,,,13.319686889648438,male,cognitively_normal,1.3196868896484375,1,1,NKI-RS,2266
141
+ 140,,,77,female,cognitively_normal,,,,,70.82364654541016,female,cognitively_normal,6.176353454589844,1,1,NKI-RS,1499
142
+ 141,,,36,male,cognitively_normal,,,,,32.14051818847656,male,cognitively_normal,3.8594818115234375,1,1,NKI-RS,1797
143
+ 142,,,68,female,cognitively_normal,,,,,69.43043518066406,female,cognitively_normal,1.4304351806640625,1,1,NKI-RS,2654
144
+ 143,,,67,female,cognitively_normal,,,,,59.668235778808594,female,cognitively_normal,7.331764221191406,1,1,NKI-RS,2653
145
+ 144,,,69,female,cognitively_normal,,,,,71.63429260253906,female,cognitively_normal,2.6342926025390625,1,1,NKI-RS,2655
146
+ 145,,,47,female,cognitively_normal,,,,,53.10572814941406,male,cognitively_normal,6.1057281494140625,0,1,NKI-RS,3161
147
+ 146,,,46,female,cognitively_normal,,,,,52.14269256591797,male,cognitively_normal,6.142692565917969,0,1,NKI-RS,3160
148
+ 147,,,16,female,cognitively_normal,,,,,20.564476013183594,female,cognitively_normal,4.564476013183594,1,1,NKI-RS,1445
149
+ 148,,,11,male,cognitively_normal,,,,,-3.5994415283203125,male,cognitively_normal,14.599441528320312,1,1,NKI-RS,1865
150
+ 149,,,44,female,cognitively_normal,,,,,47.25096893310547,female,cognitively_normal,3.2509689331054688,1,1,NKI-RS,3073
151
+ 150,,,46,female,cognitively_normal,,,,,41.381797790527344,female,cognitively_normal,4.618202209472656,1,1,NKI-RS,2436
152
+ 151,,,53,female,cognitively_normal,,,,,46.59552764892578,female,cognitively_normal,6.404472351074219,1,1,NKI-RS,2047
153
+ 152,,,21,male,cognitively_normal,,,,,18.280494689941406,female,cognitively_normal,2.7195053100585938,0,1,NKI-RS,1026
154
+ 153,,,12,male,cognitively_normal,,,,,19.666091918945312,male,cognitively_normal,7.6660919189453125,1,1,NKI-RS,2765
155
+ 154,,,57,female,cognitively_normal,,,,,45.70733642578125,female,cognitively_normal,11.29266357421875,1,1,NKI-RS,2009
156
+ 155,,,39,female,cognitively_normal,,,,,36.00830841064453,male,cognitively_normal,2.9916915893554688,0,1,NKI-RS,1670
157
+ 156,,,53,female,cognitively_normal,,,,,62.4281005859375,female,cognitively_normal,9.4281005859375,1,1,NKI-RS,1492
158
+ 157,,,59,female,cognitively_normal,,,,,65.06937408447266,female,cognitively_normal,6.069374084472656,1,1,NKI-RS,937
159
+ 158,,,63,male,cognitively_normal,,,,,61.462181091308594,male,cognitively_normal,1.5378189086914062,1,1,NKI-RS,1475
160
+ 159,,,61,male,cognitively_normal,,,,,53.402732849121094,male,cognitively_normal,7.597267150878906,1,1,NKI-RS,1509
161
+ 160,,,64,female,cognitively_normal,,,,,55.39252471923828,female,cognitively_normal,8.607475280761719,1,1,NKI-RS,883
162
+ 161,,,65,female,cognitively_normal,,,,,58.564697265625,female,cognitively_normal,6.435302734375,1,1,NKI-RS,884
163
+ 162,,,59,female,cognitively_normal,,,,,48.60846710205078,female,cognitively_normal,10.391532897949219,1,1,NKI-RS,882
164
+ 163,,,17,male,cognitively_normal,,,,,21.31621551513672,male,cognitively_normal,4.316215515136719,1,1,NKI-RS,2084
165
+ 164,,,18,male,cognitively_normal,,,,,23.142379760742188,male,cognitively_normal,5.1423797607421875,1,1,NKI-RS,2083
166
+ 165,,,17,male,cognitively_normal,,,,,19.98857879638672,male,cognitively_normal,2.9885787963867188,1,1,NKI-RS,2082
167
+ 166,,,47,female,cognitively_normal,,,,,55.29509735107422,female,cognitively_normal,8.295097351074219,1,1,NKI-RS,1359
168
+ 167,,,25,male,cognitively_normal,,,,,25.760635375976562,male,cognitively_normal,0.7606353759765625,1,1,NKI-RS,1201
169
+ 168,,,23,male,cognitively_normal,,,,,34.68657684326172,female,cognitively_normal,11.686576843261719,0,1,NKI-RS,1269
170
+ 169,,,8,male,cognitively_normal,,,,,-0.16902923583984375,male,cognitively_normal,8.169029235839844,1,1,NKI-RS,2937
171
+ 170,,,81,male,cognitively_normal,,,,,71.47100067138672,male,cognitively_normal,9.528999328613281,1,1,NKI-RS,1064
172
+ 171,,,28,male,cognitively_normal,,,,,40.67640686035156,male,cognitively_normal,12.676406860351562,1,1,NKI-RS,911
173
+ 172,,,26,male,cognitively_normal,,,,,40.54472351074219,male,cognitively_normal,14.544723510742188,1,1,NKI-RS,910
174
+ 173,,,11,male,cognitively_normal,,,,,19.642601013183594,male,cognitively_normal,8.642601013183594,1,1,NKI-RS,2024
175
+ 174,,,12,male,cognitively_normal,,,,,20.60431671142578,male,cognitively_normal,8.604316711425781,1,1,NKI-RS,2022
176
+ 175,,,11,male,cognitively_normal,,,,,22.578094482421875,male,cognitively_normal,11.578094482421875,1,1,NKI-RS,2021
177
+ 176,,,14,male,cognitively_normal,,,,,22.6820068359375,male,cognitively_normal,8.6820068359375,1,1,NKI-RS,2023
178
+ 177,,,67,female,cognitively_normal,,,,,60.36207580566406,male,cognitively_normal,6.6379241943359375,0,1,NKI-RS,891
179
+ 178,,,23,male,cognitively_normal,,,,,34.26374816894531,male,cognitively_normal,11.263748168945312,1,1,NKI-RS,2292
180
+ 179,,,60,female,cognitively_normal,,,,,63.97838592529297,female,cognitively_normal,3.9783859252929688,1,1,NKI-RS,1317
181
+ 180,,,15,male,cognitively_normal,,,,,33.518333435058594,male,cognitively_normal,18.518333435058594,1,1,NKI-RS,1770
182
+ 181,,,16,male,cognitively_normal,,,,,32.29414367675781,male,cognitively_normal,16.294143676757812,1,1,NKI-RS,1769
183
+ 182,,,15,male,cognitively_normal,,,,,30.538482666015625,male,cognitively_normal,15.538482666015625,1,1,NKI-RS,1768
184
+ 183,,,71,male,cognitively_normal,,,,,77.89159393310547,male,cognitively_normal,6.891593933105469,1,1,NKI-RS,1315
185
+ 184,,,23,female,cognitively_normal,,,,,28.910133361816406,female,cognitively_normal,5.910133361816406,1,1,NKI-RS,963
186
+ 185,,,51,female,cognitively_normal,,,,,41.65409851074219,female,cognitively_normal,9.345901489257812,1,1,NKI-RS,2681
187
+ 186,,,50,female,cognitively_normal,,,,,44.057525634765625,female,cognitively_normal,5.942474365234375,1,1,NKI-RS,2680
188
+ 187,,,13,female,cognitively_normal,,,,,-1.5531692504882812,female,cognitively_normal,14.553169250488281,1,1,NKI-RS,2041
189
+ 188,,,14,female,cognitively_normal,,,,,3.8767623901367188,female,cognitively_normal,10.123237609863281,1,1,NKI-RS,2039
190
+ 189,,,13,female,cognitively_normal,,,,,2.0678253173828125,female,cognitively_normal,10.932174682617188,1,1,NKI-RS,2038
191
+ 190,,,15,female,cognitively_normal,,,,,6.259254455566406,female,cognitively_normal,8.740745544433594,1,1,NKI-RS,2040
192
+ 191,,,66,male,cognitively_normal,,,,,53.581565856933594,male,cognitively_normal,12.418434143066406,1,1,NKI-RS,2214
193
+ 192,,,70,male,cognitively_normal,,,,,66.70127868652344,male,cognitively_normal,3.2987213134765625,1,1,NKI-RS,2725
194
+ 193,,,69,male,cognitively_normal,,,,,70.17375183105469,male,cognitively_normal,1.1737518310546875,1,1,NKI-RS,2724
195
+ 194,,,71,male,cognitively_normal,,,,,68.43946838378906,male,cognitively_normal,2.5605316162109375,1,1,NKI-RS,2726
196
+ 195,,,10,male,cognitively_normal,,,,,-5.933685302734375,male,cognitively_normal,15.933685302734375,1,1,NKI-RS,2716
197
+ 196,,,11,male,cognitively_normal,,,,,-6.122978210449219,male,cognitively_normal,17.12297821044922,1,1,NKI-RS,2715
198
+ 197,,,10,male,cognitively_normal,,,,,-7.6357269287109375,male,cognitively_normal,17.635726928710938,1,1,NKI-RS,2714
199
+ 198,,,81,female,cognitively_normal,,,,,79.89959716796875,female,cognitively_normal,1.10040283203125,1,1,NKI-RS,1477
200
+ 199,,,18,male,cognitively_normal,,,,,33.88184356689453,male,cognitively_normal,15.881843566894531,1,1,NKI-RS,1190
201
+ 200,,,6,female,cognitively_normal,,,,,4.504905700683594,female,cognitively_normal,1.4950942993164062,1,1,NKI-RS,2856
202
+ 201,,,25,female,cognitively_normal,,,,,35.442283630371094,female,cognitively_normal,10.442283630371094,1,1,NKI-RS,1624
203
+ 202,,,10,female,cognitively_normal,,,,,12.013313293457031,female,cognitively_normal,2.0133132934570312,1,1,NKI-RS,1992
204
+ 203,,,11,female,cognitively_normal,,,,,20.901466369628906,female,cognitively_normal,9.901466369628906,1,1,NKI-RS,1990
205
+ 204,,,10,female,cognitively_normal,,,,,21.286712646484375,female,cognitively_normal,11.286712646484375,1,1,NKI-RS,1989
206
+ 205,,,12,female,cognitively_normal,,,,,15.490898132324219,female,cognitively_normal,3.4908981323242188,1,1,NKI-RS,1991
207
+ 206,,,67,female,cognitively_normal,,,,,51.634552001953125,female,cognitively_normal,15.365447998046875,1,1,NKI-RS,2693
208
+ 207,,,66,female,cognitively_normal,,,,,54.32071304321289,female,cognitively_normal,11.67928695678711,1,1,NKI-RS,2692
209
+ 208,,,68,female,cognitively_normal,,,,,52.59614562988281,female,cognitively_normal,15.403854370117188,1,1,NKI-RS,2694
210
+ 209,,,59,female,cognitively_normal,,,,,55.05586624145508,female,cognitively_normal,3.944133758544922,1,1,NKI-RS,3012
211
+ 210,,,57,female,cognitively_normal,,,,,69.19255065917969,female,cognitively_normal,12.192550659179688,1,1,NKI-RS,2964
212
+ 211,,,56,female,cognitively_normal,,,,,67.34912872314453,female,cognitively_normal,11.349128723144531,1,1,NKI-RS,2963
213
+ 212,,,72,female,cognitively_normal,,,,,53.59233474731445,female,cognitively_normal,18.407665252685547,1,1,NKI-RS,1291
214
+ 213,,,71,female,cognitively_normal,,,,,61.60285949707031,female,cognitively_normal,9.397140502929688,1,1,NKI-RS,2273
215
+ 214,,,70,female,cognitively_normal,,,,,61.98854064941406,female,cognitively_normal,8.011459350585938,1,1,NKI-RS,2272
216
+ 215,,,73,female,cognitively_normal,,,,,66.86876678466797,female,cognitively_normal,6.131233215332031,1,1,NKI-RS,2275
217
+ 216,,,72,female,cognitively_normal,,,,,65.17868041992188,female,cognitively_normal,6.821319580078125,1,1,NKI-RS,2274
218
+ 217,,,65,female,cognitively_normal,,,,,65.94474029541016,female,cognitively_normal,0.9447402954101562,1,1,NKI-RS,3027
219
+ 218,,,38,male,cognitively_normal,,,,,31.46839141845703,female,cognitively_normal,6.531608581542969,0,1,NKI-RS,1177
220
+ 219,,,46,female,cognitively_normal,,,,,40.85612487792969,female,cognitively_normal,5.1438751220703125,1,1,NKI-RS,940
221
+ 220,,,41,female,cognitively_normal,,,,,35.718360900878906,female,cognitively_normal,5.281639099121094,1,1,NKI-RS,939
222
+ 221,,,13,male,cognitively_normal,,,,,12.542076110839844,male,cognitively_normal,0.45792388916015625,1,1,NKI-RS,2374
223
+ 222,,,14,male,cognitively_normal,,,,,17.5860595703125,male,cognitively_normal,3.5860595703125,1,1,NKI-RS,2373
224
+ 223,,,13,male,cognitively_normal,,,,,14.978851318359375,male,cognitively_normal,1.978851318359375,1,1,NKI-RS,2372
225
+ 224,,,67,male,cognitively_normal,,,,,70.76812744140625,male,cognitively_normal,3.76812744140625,1,1,NKI-RS,1636
226
+ 225,,,68,male,cognitively_normal,,,,,73.64334106445312,male,cognitively_normal,5.643341064453125,1,1,NKI-RS,1637
227
+ 226,,,64,male,cognitively_normal,,,,,68.34228515625,male,cognitively_normal,4.34228515625,1,1,NKI-RS,1635
228
+ 227,,,28,male,cognitively_normal,,,,,30.08514404296875,male,cognitively_normal,2.08514404296875,1,1,NKI-RS,1429
229
+ 228,,,11,male,cognitively_normal,,,,,22.90764617919922,female,cognitively_normal,11.907646179199219,0,1,NKI-RS,2851
230
+ 229,,,11,male,cognitively_normal,,,,,23.364707946777344,female,cognitively_normal,12.364707946777344,0,1,NKI-RS,2850
231
+ 230,,,27,male,cognitively_normal,,,,,16.945396423339844,male,cognitively_normal,10.054603576660156,1,1,NKI-RS,1568
232
+ 231,,,49,female,cognitively_normal,,,,,47.15423583984375,female,cognitively_normal,1.84576416015625,1,1,NKI-RS,1219
233
+ 232,,,52,male,cognitively_normal,,,,,66.27845764160156,female,cognitively_normal,14.278457641601562,0,1,NKI-RS,2995
234
+ 233,,,51,male,cognitively_normal,,,,,63.87834930419922,male,cognitively_normal,12.878349304199219,1,1,NKI-RS,2994
235
+ 234,,,59,female,cognitively_normal,,,,,47.10475158691406,female,cognitively_normal,11.895248413085938,1,1,NKI-RS,1241
236
+ 235,,,54,female,cognitively_normal,,,,,53.17744064331055,female,cognitively_normal,0.8225593566894531,1,1,NKI-RS,2458
237
+ 236,,,24,male,cognitively_normal,,,,,30.313316345214844,male,cognitively_normal,6.313316345214844,1,1,NKI-RS,2220
238
+ 237,,,21,female,cognitively_normal,,,,,32.02135467529297,female,cognitively_normal,11.021354675292969,1,1,NKI-RS,1912
239
+ 238,,,46,female,cognitively_normal,,,,,52.675785064697266,female,cognitively_normal,6.675785064697266,1,1,NKI-RS,2281
240
+ 239,,,45,female,cognitively_normal,,,,,54.56034851074219,female,cognitively_normal,9.560348510742188,1,1,NKI-RS,2280
241
+ 240,,,47,female,cognitively_normal,,,,,58.786834716796875,female,cognitively_normal,11.786834716796875,1,1,NKI-RS,2282
242
+ 241,,,70,female,cognitively_normal,,,,,57.76692581176758,female,cognitively_normal,12.233074188232422,1,1,NKI-RS,2478
243
+ 242,,,69,female,cognitively_normal,,,,,59.028770446777344,female,cognitively_normal,9.971229553222656,1,1,NKI-RS,2477
244
+ 243,,,71,female,cognitively_normal,,,,,61.3800048828125,female,cognitively_normal,9.6199951171875,1,1,NKI-RS,2479
245
+ 244,,,73,female,cognitively_normal,,,,,68.42961883544922,female,cognitively_normal,4.570381164550781,1,1,NKI-RS,1671
246
+ 245,,,11,female,cognitively_normal,,,,,12.225028991699219,female,cognitively_normal,1.2250289916992188,1,1,NKI-RS,2602
247
+ 246,,,10,female,cognitively_normal,,,,,17.511268615722656,female,cognitively_normal,7.511268615722656,1,1,NKI-RS,2601
248
+ 247,,,63,female,cognitively_normal,,,,,58.85515594482422,female,cognitively_normal,4.144844055175781,1,1,NKI-RS,1351
249
+ 248,,,34,male,cognitively_normal,,,,,40.71654510498047,male,cognitively_normal,6.716545104980469,1,1,NKI-RS,958
250
+ 249,,,65,female,cognitively_normal,,,,,64.27154541015625,female,cognitively_normal,0.72845458984375,1,1,NKI-RS,915
251
+ 250,,,23,female,cognitively_normal,,,,,28.3330078125,female,cognitively_normal,5.3330078125,1,1,NKI-RS,2533
252
+ 251,,,50,female,cognitively_normal,,,,,42.65453338623047,female,cognitively_normal,7.345466613769531,1,1,NKI-RS,2364
253
+ 252,,,49,female,cognitively_normal,,,,,46.21373748779297,female,cognitively_normal,2.7862625122070312,1,1,NKI-RS,2363
254
+ 253,,,51,female,cognitively_normal,,,,,48.18018341064453,female,cognitively_normal,2.8198165893554688,1,1,NKI-RS,2365
255
+ 254,,,59,female,cognitively_normal,,,,,62.87583541870117,male,cognitively_normal,3.875835418701172,0,1,NKI-RS,3108
256
+ 255,,,58,female,cognitively_normal,,,,,61.599700927734375,male,cognitively_normal,3.599700927734375,0,1,NKI-RS,3107
257
+ 256,,,26,female,cognitively_normal,,,,,42.62885284423828,female,cognitively_normal,16.62885284423828,1,1,NKI-RS,1110
258
+ 257,,,13,female,cognitively_normal,,,,,10.644538879394531,female,cognitively_normal,2.3554611206054688,1,1,NKI-RS,1350
259
+ 258,,,49,female,cognitively_normal,,,,,52.30400085449219,female,cognitively_normal,3.3040008544921875,1,1,NKI-RS,1441
260
+ 259,,,63,female,cognitively_normal,,,,,64.6356201171875,female,cognitively_normal,1.6356201171875,1,1,NKI-RS,1466
261
+ 260,,,69,female,cognitively_normal,,,,,71.14923095703125,female,cognitively_normal,2.14923095703125,1,1,NKI-RS,3143
262
+ 261,,,69,female,cognitively_normal,,,,,70.57537078857422,female,cognitively_normal,1.5753707885742188,1,1,NKI-RS,3142
263
+ 262,,,12,male,cognitively_normal,,,,,22.08209228515625,male,cognitively_normal,10.08209228515625,1,1,NKI-RS,1686
264
+ 263,,,11,male,cognitively_normal,,,,,18.742568969726562,male,cognitively_normal,7.7425689697265625,1,1,NKI-RS,1684
265
+ 264,,,9,male,cognitively_normal,,,,,23.270278930664062,male,cognitively_normal,14.270278930664062,1,1,NKI-RS,1683
266
+ 265,,,12,male,cognitively_normal,,,,,21.221961975097656,male,cognitively_normal,9.221961975097656,1,1,NKI-RS,1685
267
+ 266,,,26,female,cognitively_normal,,,,,41.39994812011719,female,cognitively_normal,15.399948120117188,1,1,NKI-RS,2624
268
+ 267,,,38,female,cognitively_normal,,,,,41.23981475830078,female,cognitively_normal,3.2398147583007812,1,1,NKI-RS,1779
269
+ 268,,,15,male,cognitively_normal,,,,,10.028984069824219,male,cognitively_normal,4.971015930175781,1,1,NKI-RS,2848
270
+ 269,,,15,male,cognitively_normal,,,,,11.54156494140625,male,cognitively_normal,3.45843505859375,1,1,NKI-RS,2846
271
+ 270,,,14,male,cognitively_normal,,,,,9.475547790527344,male,cognitively_normal,4.524452209472656,1,1,NKI-RS,2845
272
+ 271,,,17,male,cognitively_normal,,,,,9.1031494140625,female,cognitively_normal,7.8968505859375,0,1,NKI-RS,2847
273
+ 272,,,21,female,cognitively_normal,,,,,35.54650115966797,female,cognitively_normal,14.546501159667969,1,1,NKI-RS,1938
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+ 273,,,9,female,cognitively_normal,,,,,19.41779327392578,male,cognitively_normal,10.417793273925781,0,1,NKI-RS,3050
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+ 275,,,56,female,cognitively_normal,,,,,47.67927551269531,female,cognitively_normal,8.320724487304688,1,1,NKI-RS,2907
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+ 276,,,66,female,cognitively_normal,,,,,56.08037567138672,female,cognitively_normal,9.919624328613281,1,1,NKI-RS,1047
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+ 281,,,50,female,cognitively_normal,,,,,44.2574462890625,female,cognitively_normal,5.7425537109375,1,1,NKI-RS,1296
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+ 291,,,26,female,cognitively_normal,,,,,16.51007843017578,male,cognitively_normal,9.489921569824219,0,1,DLBS,293
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+ 317,,,81,female,cognitively_normal,,,,,60.553062438964844,female,cognitively_normal,20.446937561035156,1,1,DLBS,281
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322
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