SOCR Data Oct2009 ID NI
Contents
SOCR Datasets - Normal and Schizophrenia Neuroimaging study of Children
Data Overview
This is a neuroimaging study of childhood-onset schizophrenia. It uses automated volumetric data processing to obtain different volume measures of local anatomy for schizophrenia patients and age-matched normal controls. The goals of the study were to identify associations and relationships between neuroimaging biomarkers and various subject demographics and traits.
SOCR Charts and SOCR MotionCharts may be used to render dynamic visualizations of these data. SOCR Charts help is available here. SOCR Analyses (e.g., Multivariate Regression Analysis, ANOVA, etc.) may be used to fit models and quantitative assessment of relations between different variables. SOCR Analyses help is available here.
Data Description
- Subject: Subject identifier
- Age: Subject Age
- DX: Subject diagnosis (Normals=1; Schizophrenia=2)
- Sex: Subject gender (Male=1; female=2)
- FS_IQ: Subject Intelligence Quotient (IQ)
- TBV: Total Brain Volume
- GMV: Total Gray Matter Volume
- WMV: TOtal White MAtter VOlume
- CSF: Total Cerebrospinal Fluid
- Background: Background volume
- L_superior_frontal_gyrus, R_superior_frontal_gyrus, ..., brainstem: 56 regional cortical and subcortical volumes (region anatomical names are encoded in the column heading).
Data
Subject | Age | DX | Sex | FS_IQ | TBV | GMV | WMV | CSF | Background | L_superior_frontal_gyrus | R_superior_frontal_gyrus | L_middle_frontal_gyrus | R_middle_frontal_gyrus | L_inferior_frontal_gyrus | R_inferior_frontal_gyrus | L_precentral_gyrus | R_precentral_gyrus | L_middle_orbitofrontal_gyrus | R_middle_orbitofrontal_gyrus | L_lateral_orbitofrontal_gyrus | R_lateral_orbitofrontal_gyrus | L_gyrus_rectus | R_gyrus_rectus | L_postcentral_gyrus | R_postcentral_gyrus | L_superior_parietal_gyrus | R_superior_parietal_gyrus | L_supramarginal_gyrus | R_supramarginal_gyrus | L_angular_gyrus | R_angular_gyrus | L_precuneus | R_precuneus | L_superior_occipital_gyrus | R_superior_occipital_gyrus | L_middle_occipital_gyrus | R_middle_occipital_gyrus | L_inferior_occipital_gyrus | R_inferior_occipital_gyrus | L_cuneus | R_cuneus | L_superior_temporal_gyrus | R_superior_temporal_gyrus | L_middle_temporal_gyrus | R_middle_temporal_gyrus | L_inferior_temporal_gyrus | R_inferior_temporal_gyrus | L_parahippocampal_gyrus | R_parahippocampal_gyrus | L_lingual_gyrus | R_lingual_gyrus | L_fusiform_gyrus | R_fusiform_gyrus | L_insular_cortex | R_insular_cortex | L_cingulate_gyrus | R_cingulate_gyrus | L_caudate | R_caudate | L_putamen | R_putamen | L_hippocampus | R_hippocampus | cerebellum | brainstem |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | 14 | 1 | 1 | 118 | 1663407 | 654981 | 840874 | 167553 | 8362251 | 67276 | 66079 | 63661 | 67684 | 29368 | 25693 | 30471 | 34528 | 8294 | 9723 | 6816 | 4960 | 2180 | 2459 | 23126 | 20692 | 22016 | 24604 | 15130 | 15955 | 17463 | 20257 | 14977 | 14054 | 6550 | 6878 | 19487 | 21535 | 8896 | 12041 | 5631 | 7386 | 31923 | 30222 | 30234 | 30419 | 23116 | 27490 | 6772 | 6461 | 15609 | 18191 | 17755 | 14817 | 10054 | 9670 | 16570 | 16524 | 1567 | 2391 | 4556 | 2474 | 5134 | 4742 | 168778 | 31055 |
106 | 15 | 1 | 1 | 116 | 1583940 | 527918 | 851560 | 204463 | 8586107 | 19866 | 17346 | 11056 | 7676 | 6050 | 5125 | 1352 | 1837 | 747 | 534 | 608 | 41 | 329 | 299 | 167 | 408 | 3851 | 3090 | 1492 | 1577 | 477 | 2430 | 1724 | 1596 | 25 | 55 | 1151 | 1715 | 588 | 1244 | 191 | 372 | 4118 | 9923 | 2175 | 2294 | 715 | 514 | 946 | 704 | 1863 | 2035 | 856 | 1634 | 4524 | 1210 | 2085 | 2596 | 142 | 396 | 5827 | 1042 | 860 | 535 | 103469 | 15778 |
139 | 14 | 1 | 2 | 107 | 1299470 | 550035 | 614598 | 134837 | 8627510 | 15450 | 14219 | 8647 | 6463 | 6370 | 4773 | 1308 | 1504 | 528 | 401 | 594 | 34 | 277 | 286 | 164 | 288 | 2771 | 3415 | 1177 | 1116 | 312 | 1804 | 1120 | 1161 | 30 | 52 | 931 | 1403 | 469 | 1001 | 173 | 319 | 3153 | 8239 | 1758 | 1864 | 528 | 403 | 724 | 633 | 1379 | 1801 | 773 | 1268 | 3884 | 1034 | 1503 | 1969 | 143 | 290 | 4789 | 938 | 665 | 457 | 89234 | 13864 |
143 | 15 | 1 | 1 | 107 | 1535137 | 599372 | 780127 | 155638 | 8607550 | 15483 | 13942 | 11253 | 9433 | 6636 | 4764 | 1280 | 1681 | 778 | 586 | 750 | 45 | 227 | 295 | 184 | 271 | 2531 | 3481 | 1270 | 1402 | 370 | 1938 | 827 | 706 | 34 | 56 | 1125 | 1701 | 537 | 1178 | 218 | 341 | 3534 | 9404 | 2307 | 2060 | 654 | 552 | 957 | 706 | 1612 | 2024 | 841 | 1277 | 4080 | 1141 | 1736 | 2009 | 148 | 353 | 4547 | 907 | 892 | 551 | 93754 | 18444 |
172 | 15 | 1 | 2 | 107 | 1431890 | 593306 | 695296 | 143288 | 8617899 | 18538 | 17094 | 10254 | 7201 | 6980 | 5692 | 1095 | 1607 | 804 | 437 | 759 | 32 | 335 | 320 | 159 | 304 | 3089 | 3273 | 1017 | 1559 | 355 | 2154 | 1103 | 1251 | 26 | 73 | 1062 | 1572 | 525 | 1120 | 234 | 358 | 3803 | 9395 | 2269 | 2146 | 735 | 515 | 842 | 720 | 1721 | 1902 | 790 | 1167 | 4317 | 1134 | 1602 | 2063 | 159 | 311 | 5003 | 906 | 754 | 530 | 79980 | 16316 |
184 | 15 | 1 | 1 | 100 | 1578698 | 822056 | 546395 | 210247 | 8593510 | 16515 | 15956 | 8550 | 5537 | 6531 | 4788 | 1202 | 1111 | 754 | 538 | 721 | 41 | 311 | 479 | 232 | 300 | 2928 | 3967 | 1227 | 2087 | 435 | 2724 | 1200 | 1327 | 34 | 77 | 1152 | 1831 | 602 | 1272 | 261 | 361 | 3045 | 9372 | 1839 | 1500 | 601 | 420 | 815 | 744 | 1476 | 2244 | 835 | 1541 | 5076 | 1424 | 1813 | 2244 | 139 | 343 | 6233 | 935 | 817 | 564 | 109382 | 15397 |
185 | 14 | 1 | 1 | 94 | 1453510 | 534556 | 730155 | 188800 | 8624978 | 17285 | 15062 | 8461 | 6283 | 4791 | 3742 | 1199 | 1584 | 784 | 508 | 562 | 25 | 247 | 265 | 156 | 284 | 2469 | 2377 | 902 | 1111 | 332 | 1622 | 1071 | 1077 | 25 | 72 | 982 | 1483 | 488 | 1079 | 231 | 328 | 3730 | 8868 | 1910 | 1824 | 598 | 436 | 801 | 681 | 1456 | 1626 | 956 | 1547 | 4082 | 1189 | 1835 | 2446 | 198 | 313 | 4769 | 802 | 752 | 551 | 90110 | 14017 |
198 | 10 | 1 | 1 | 114 | 1650348 | 608916 | 860876 | 180555 | 8631722 | 18709 | 20009 | 8386 | 7556 | 9224 | 5770 | 1260 | 1592 | 796 | 440 | 889 | 51 | 297 | 357 | 207 | 285 | 3643 | 3448 | 1562 | 1370 | 444 | 2117 | 1337 | 1297 | 38 | 63 | 1153 | 1794 | 575 | 1191 | 220 | 396 | 3554 | 9583 | 2228 | 2107 | 579 | 505 | 712 | 710 | 1307 | 1446 | 628 | 1000 | 5077 | 1444 | 1692 | 2551 | 142 | 333 | 5512 | 1011 | 840 | 661 | 63340 | 12202 |
199 | 15 | 1 | 2 | 107 | 1288971 | 479707 | 668576 | 140688 | 8629619 | 18248 | 15918 | 8063 | 5728 | 6346 | 4339 | 1215 | 1123 | 663 | 428 | 654 | 44 | 321 | 334 | 191 | 266 | 2846 | 3247 | 1083 | 1482 | 321 | 2119 | 1162 | 1097 | 26 | 59 | 951 | 1429 | 474 | 1013 | 160 | 339 | 3432 | 8230 | 2100 | 1810 | 665 | 461 | 776 | 618 | 1423 | 1797 | 763 | 1102 | 4143 | 1096 | 1645 | 2215 | 145 | 273 | 5018 | 882 | 848 | 464 | 83317 | 12830 |
402 | 19 | 1 | 1 | 95 | 1366346 | 699476 | 479998 | 186872 | 8624830 | 16847 | 15280 | 9105 | 4614 | 5690 | 3872 | 1280 | 1524 | 558 | 352 | 571 | 29 | 270 | 339 | 188 | 278 | 2962 | 2521 | 941 | 1451 | 341 | 2243 | 1159 | 1052 | 30 | 70 | 953 | 1488 | 499 | 1038 | 227 | 305 | 3674 | 9363 | 1885 | 1752 | 575 | 380 | 842 | 692 | 1435 | 1573 | 730 | 1467 | 4201 | 948 | 1657 | 2460 | 155 | 400 | 5093 | 743 | 749 | 489 | 88166 | 15030 |
403 | 18 | 1 | 2 | 109 | 1326402 | 438889 | 725969 | 161544 | 8641084 | 15104 | 13257 | 7879 | 5046 | 5675 | 4523 | 1180 | 1506 | 534 | 371 | 586 | 23 | 246 | 374 | 169 | 280 | 2849 | 2553 | 893 | 1382 | 310 | 2026 | 920 | 997 | 29 | 70 | 965 | 1419 | 469 | 1027 | 154 | 363 | 3107 | 8466 | 1903 | 1615 | 565 | 412 | 772 | 614 | 1608 | 1806 | 692 | 1091 | 3737 | 906 | 1606 | 2279 | 153 | 385 | 4718 | 866 | 632 | 462 | 79662 | 15043 |
406 | 18 | 1 | 1 | 125 | 1503005 | 711924 | 595506 | 195575 | 8615606 | 20078 | 16916 | 8348 | 6671 | 6448 | 4804 | 1007 | 1138 | 637 | 456 | 584 | 34 | 318 | 544 | 135 | 197 | 3325 | 3690 | 968 | 1092 | 442 | 1996 | 1511 | 1489 | 40 | 52 | 1071 | 1619 | 522 | 1146 | 205 | 391 | 4010 | 8512 | 2033 | 1702 | 671 | 481 | 771 | 631 | 1585 | 1907 | 650 | 970 | 4950 | 1200 | 1767 | 2455 | 139 | 361 | 5676 | 1055 | 759 | 559 | 83733 | 17302 |
410 | 16 | 1 | 1 | 108 | 1474790 | 774131 | 520734 | 179924 | 8689876 | 8627 | 6539 | 6633 | 8386 | 11221 | 2813 | 4685 | 3939 | 1297 | 2549 | 2515 | 1220 | 519 | 340 | 4871 | 2393 | 2830 | 1827 | 1135 | 1713 | 1332 | 2352 | 1291 | 1807 | 431 | 396 | 2438 | 2871 | 1368 | 1307 | 730 | 277 | 1428 | 4208 | 1371 | 3161 | 1971 | 2244 | 1796 | 849 | 2600 | 1456 | 3639 | 2056 | 1021 | 966 | 1647 | 769 | 115 | 61 | 280 | 84 | 294 | 712 | 21732 | 10373 |
415 | 18 | 1 | 2 | 115 | 1317156 | 679761 | 489468 | 147927 | 8656938 | 15478 | 14363 | 7604 | 6193 | 5617 | 4219 | 1150 | 1535 | 628 | 388 | 528 | 31 | 325 | 288 | 134 | 273 | 2591 | 3226 | 884 | 1051 | 295 | 1612 | 1043 | 1227 | 26 | 66 | 910 | 1387 | 466 | 1019 | 192 | 296 | 3413 | 8391 | 1880 | 1900 | 595 | 397 | 766 | 592 | 1482 | 1697 | 716 | 1330 | 3889 | 1109 | 1591 | 2062 | 142 | 242 | 4428 | 851 | 765 | 525 | 64064 | 12555 |
418 | 17 | 1 | 2 | 107 | 1441045 | 718755 | 532976 | 189314 | 8613352 | 17330 | 15135 | 9177 | 5869 | 5574 | 4439 | 1342 | 1761 | 606 | 399 | 621 | 39 | 295 | 340 | 228 | 296 | 3468 | 3039 | 1164 | 1085 | 323 | 2241 | 1343 | 1334 | 26 | 77 | 1025 | 1588 | 522 | 1114 | 228 | 351 | 4143 | 9217 | 2474 | 2121 | 708 | 545 | 751 | 736 | 1514 | 1633 | 725 | 1314 | 3728 | 958 | 1762 | 2346 | 183 | 398 | 5078 | 852 | 738 | 542 | 92635 | 16528 |
419 | 18 | 1 | 2 | 125 | 1463498 | 689875 | 576051 | 197571 | 8646868 | 20052 | 15972 | 7441 | 5532 | 7341 | 5017 | 1236 | 1101 | 672 | 404 | 636 | 29 | 357 | 434 | 171 | 191 | 3006 | 3232 | 971 | 1002 | 378 | 1787 | 983 | 1013 | 32 | 74 | 1024 | 1612 | 492 | 1158 | 223 | 316 | 3772 | 7580 | 2231 | 1904 | 658 | 470 | 534 | 729 | 1167 | 1537 | 582 | 1051 | 4917 | 1134 | 2125 | 2410 | 178 | 352 | 6018 | 1020 | 639 | 641 | 64376 | 10585 |
421 | 16 | 1 | 1 | 127 | 1650207 | 834956 | 635818 | 179433 | 8575716 | 21232 | 18430 | 6856 | 6471 | 6114 | 5624 | 1321 | 890 | 834 | 495 | 691 | 38 | 470 | 563 | 195 | 193 | 3822 | 3975 | 1391 | 1582 | 620 | 2177 | 2443 | 2192 | 41 | 62 | 1238 | 1839 | 648 | 1285 | 239 | 392 | 4789 | 9618 | 2064 | 2221 | 663 | 470 | 947 | 688 | 1902 | 1939 | 972 | 1633 | 4854 | 1321 | 2254 | 2209 | 176 | 330 | 5649 | 1088 | 806 | 546 | 115486 | 14658 |
426 | 16 | 1 | 1 | 116 | 1523045 | 744793 | 607825 | 170427 | 8583342 | 20472 | 18013 | 9033 | 5914 | 7361 | 5491 | 1090 | 1386 | 726 | 352 | 785 | 30 | 330 | 381 | 186 | 226 | 3452 | 3518 | 1010 | 1056 | 489 | 1774 | 1771 | 1832 | 31 | 60 | 1109 | 1726 | 562 | 1211 | 214 | 370 | 3668 | 8951 | 2140 | 2389 | 739 | 573 | 862 | 731 | 1627 | 2143 | 777 | 1291 | 5088 | 1296 | 1820 | 2586 | 220 | 329 | 5685 | 949 | 724 | 465 | 109129 | 17878 |
427 | 15 | 1 | 2 | 104 | 1441636 | 755991 | 499994 | 185651 | 8614891 | 17903 | 16596 | 9626 | 7835 | 5588 | 4797 | 1370 | 2102 | 689 | 426 | 599 | 35 | 267 | 339 | 185 | 359 | 2860 | 2699 | 890 | 1412 | 346 | 1994 | 982 | 1005 | 36 | 72 | 1025 | 1564 | 504 | 1091 | 207 | 330 | 3606 | 9503 | 2024 | 2023 | 642 | 444 | 733 | 625 | 1458 | 1625 | 873 | 1335 | 4119 | 1044 | 1528 | 2090 | 152 | 342 | 5204 | 835 | 713 | 473 | 89714 | 15633 |
428 | 16 | 1 | 1 | 133 | 1432033 | 735130 | 506333 | 190569 | 8610954 | 15985 | 14383 | 8253 | 5871 | 7177 | 5686 | 1214 | 1483 | 720 | 450 | 822 | 57 | 286 | 319 | 193 | 271 | 3269 | 3607 | 1102 | 1430 | 299 | 1884 | 1184 | 1236 | 31 | 55 | 998 | 1564 | 527 | 1091 | 178 | 328 | 3304 | 9263 | 2222 | 2039 | 693 | 457 | 867 | 702 | 1635 | 1794 | 769 | 1410 | 4791 | 1208 | 1657 | 2140 | 215 | 372 | 5491 | 888 | 693 | 589 | 94529 | 16727 |
725 | 15 | 1 | 2 | 109 | 1420416 | 699547 | 551242 | 169628 | 8620336 | 17270 | 16178 | 8640 | 5189 | 6835 | 4780 | 1037 | 1562 | 551 | 417 | 571 | 37 | 247 | 344 | 173 | 306 | 3332 | 3976 | 1011 | 1231 | 464 | 2128 | 1149 | 1165 | 27 | 62 | 1002 | 1586 | 498 | 1088 | 208 | 342 | 3301 | 9094 | 2234 | 2252 | 789 | 511 | 713 | 638 | 1517 | 1777 | 883 | 1362 | 4081 | 1149 | 1633 | 2345 | 147 | 324 | 4877 | 930 | 697 | 425 | 87995 | 13949 |
744 | 11 | 1 | 2 | 122 | 1480171 | 798755 | 492263 | 189153 | 8615243 | 18033 | 18035 | 8631 | 7109 | 6689 | 4770 | 1230 | 1589 | 697 | 454 | 760 | 41 | 252 | 373 | 186 | 269 | 3187 | 2681 | 1025 | 1172 | 411 | 2022 | 923 | 929 | 26 | 45 | 1077 | 1622 | 539 | 1205 | 230 | 396 | 4163 | 9830 | 2174 | 2315 | 547 | 479 | 859 | 730 | 1444 | 2017 | 963 | 1293 | 4111 | 1233 | 1745 | 2799 | 158 | 318 | 4948 | 984 | 925 | 554 | 86606 | 14317 |
754 | 8 | 1 | 2 | 127 | 1360810 | 506955 | 702942 | 150913 | 8623275 | 16824 | 14686 | 9453 | 7920 | 5421 | 4660 | 1345 | 2288 | 651 | 432 | 564 | 20 | 260 | 305 | 194 | 388 | 3392 | 3240 | 830 | 1250 | 381 | 1959 | 1278 | 1278 | 30 | 49 | 999 | 1478 | 485 | 1070 | 184 | 345 | 3213 | 8925 | 2045 | 2196 | 557 | 451 | 762 | 642 | 1603 | 1923 | 919 | 1288 | 3725 | 835 | 1865 | 2235 | 162 | 234 | 5954 | 1111 | 718 | 553 | 85679 | 12838 |
765 | 10 | 1 | 2 | 130 | 1410213 | 496574 | 779752 | 133887 | 8619691 | 17445 | 14358 | 8140 | 6350 | 6483 | 5267 | 1079 | 949 | 696 | 399 | 613 | 42 | 265 | 278 | 175 | 208 | 2422 | 3192 | 1104 | 1335 | 354 | 1886 | 1288 | 1355 | 37 | 58 | 1052 | 1823 | 542 | 1168 | 208 | 362 | 4375 | 8799 | 2467 | 2088 | 754 | 525 | 732 | 644 | 1534 | 2114 | 675 | 1183 | 3900 | 1107 | 1682 | 2493 | 129 | 244 | 4582 | 795 | 737 | 534 | 89460 | 15185 |
771 | 9 | 1 | 1 | 112 | 1574808 | 620632 | 750134 | 204042 | 8604714 | 17119 | 17164 | 8518 | 6462 | 7801 | 5124 | 1405 | 1821 | 769 | 539 | 769 | 35 | 322 | 441 | 191 | 349 | 3113 | 3002 | 1253 | 1464 | 331 | 2494 | 1485 | 1500 | 33 | 61 | 1133 | 1728 | 528 | 1191 | 239 | 432 | 4533 | 10021 | 2508 | 1935 | 710 | 471 | 958 | 759 | 1773 | 2004 | 804 | 1400 | 4261 | 1291 | 1786 | 2512 | 156 | 390 | 4889 | 867 | 875 | 554 | 92345 | 16030 |
776 | 8 | 1 | 1 | 101 | 1502702 | 567365 | 776399 | 158938 | 8597094 | 18549 | 16736 | 11438 | 7941 | 6483 | 5138 | 1388 | 2128 | 728 | 548 | 658 | 35 | 315 | 377 | 188 | 395 | 2949 | 3099 | 1153 | 1433 | 365 | 2189 | 1318 | 1287 | 36 | 70 | 1123 | 1664 | 537 | 1207 | 227 | 431 | 4146 | 10140 | 2534 | 2506 | 666 | 528 | 768 | 615 | 1637 | 1882 | 940 | 1439 | 4244 | 1073 | 1913 | 2466 | 94 | 263 | 4696 | 828 | 955 | 525 | 98724 | 14556 |
778 | 9 | 1 | 2 | 110 | 1203344 | 435584 | 621379 | 146381 | 8659540 | 12652 | 11904 | 7458 | 5776 | 4923 | 4161 | 1265 | 1528 | 573 | 332 | 485 | 39 | 236 | 227 | 158 | 343 | 2643 | 2806 | 791 | 1550 | 257 | 1810 | 1203 | 1119 | 27 | 59 | 853 | 1345 | 415 | 912 | 192 | 287 | 3188 | 8063 | 1827 | 1423 | 540 | 384 | 766 | 693 | 1576 | 1758 | 657 | 1149 | 3377 | 1001 | 1409 | 1858 | 153 | 296 | 4371 | 797 | 767 | 498 | 70067 | 12874 |
785 | 8 | 1 | 2 | 87 | 1319737 | 505742 | 622518 | 191477 | 8636077 | 12422 | 13420 | 8585 | 6769 | 6832 | 5769 | 1106 | 1472 | 635 | 451 | 583 | 56 | 299 | 275 | 141 | 336 | 3030 | 2687 | 834 | 1247 | 264 | 1574 | 772 | 783 | 32 | 45 | 945 | 1382 | 471 | 1008 | 155 | 296 | 2948 | 8066 | 1716 | 1592 | 496 | 334 | 705 | 556 | 1197 | 1520 | 656 | 1145 | 4116 | 1047 | 1317 | 2069 | 95 | 290 | 4092 | 745 | 655 | 417 | 85986 | 14846 |
804 | 15 | 1 | 1 | 97 | 1688990 | 745760 | 727705 | 215525 | 8561299 | 23037 | 19752 | 10804 | 7933 | 7451 | 6245 | 1330 | 1674 | 752 | 416 | 736 | 44 | 380 | 391 | 169 | 287 | 3412 | 3315 | 1192 | 1388 | 523 | 2143 | 1778 | 1823 | 38 | 58 | 1263 | 1842 | 593 | 1280 | 217 | 428 | 4860 | 10610 | 3754 | 2884 | 957 | 640 | 975 | 700 | 1772 | 1881 | 924 | 1726 | 4960 | 1495 | 2031 | 2650 | 98 | 353 | 5578 | 1053 | 895 | 614 | 114330 | 17629 |
806 | 8 | 1 | 1 | 91 | 1292641 | 496689 | 627691 | 168261 | 8661637 | 11967 | 10885 | 9296 | 6920 | 5905 | 4095 | 1015 | 1506 | 538 | 368 | 513 | 25 | 330 | 312 | 134 | 235 | 2517 | 2449 | 723 | 897 | 268 | 1210 | 746 | 816 | 19 | 61 | 911 | 1308 | 448 | 1013 | 152 | 301 | 2983 | 7372 | 1692 | 1882 | 455 | 372 | 785 | 683 | 1462 | 1487 | 883 | 932 | 3353 | 938 | 1244 | 1435 | 114 | 258 | 4177 | 697 | 622 | 429 | 70254 | 13334 |
845 | 7 | 1 | 1 | 91 | 1512571 | 540404 | 836972 | 135195 | 8605736 | 18706 | 16391 | 10730 | 8046 | 6302 | 5214 | 1446 | 2052 | 795 | 497 | 702 | 37 | 366 | 374 | 184 | 359 | 2678 | 2726 | 925 | 1453 | 359 | 1949 | 968 | 1084 | 29 | 74 | 1122 | 1645 | 537 | 1145 | 205 | 339 | 4423 | 10713 | 2410 | 2330 | 706 | 528 | 853 | 738 | 1448 | 1953 | 892 | 1479 | 4752 | 1016 | 1715 | 2251 | 127 | 291 | 5196 | 904 | 876 | 599 | 90182 | 15801 |
891 | 16 | 1 | 1 | 114 | 1635918 | 849750 | 578190 | 207978 | 8581983 | 20405 | 17761 | 10580 | 8201 | 7099 | 5035 | 1274 | 1779 | 602 | 708 | 694 | 61 | 318 | 349 | 169 | 318 | 4773 | 4150 | 1102 | 1241 | 488 | 1835 | 2243 | 1965 | 39 | 79 | 1133 | 1747 | 553 | 1212 | 262 | 406 | 4884 | 9456 | 2809 | 2447 | 816 | 574 | 875 | 777 | 1724 | 2508 | 989 | 1078 | 4272 | 1310 | 2084 | 2698 | 189 | 365 | 5579 | 1045 | 955 | 494 | 98768 | 20101 |
102 | 16 | 2 | 2 | 96 | 1331777 | 461919 | 633299 | 236559 | 8630696 | 15083 | 13487 | 8785 | 6170 | 5961 | 4597 | 1119 | 1727 | 738 | 440 | 592 | 25 | 283 | 286 | 178 | 327 | 2326 | 2640 | 914 | 1263 | 329 | 1673 | 1010 | 927 | 29 | 50 | 979 | 1391 | 467 | 1052 | 189 | 302 | 3029 | 8309 | 1881 | 1589 | 550 | 351 | 678 | 518 | 1599 | 1630 | 778 | 1182 | 3509 | 965 | 1693 | 2156 | 220 | 405 | 4768 | 768 | 585 | 371 | 88089 | 15705 |
104 | 16 | 2 | 1 | 99 | 1487886 | 698476 | 576154 | 213256 | 8598531 | 22772 | 17827 | 8686 | 7075 | 7261 | 5269 | 1097 | 1321 | 740 | 435 | 820 | 30 | 342 | 329 | 177 | 204 | 3059 | 3336 | 1128 | 1052 | 341 | 1815 | 1625 | 1535 | 33 | 75 | 1053 | 1565 | 525 | 1133 | 171 | 351 | 3936 | 7254 | 2114 | 1723 | 562 | 504 | 868 | 738 | 1813 | 2178 | 764 | 1182 | 4144 | 982 | 1903 | 2330 | 191 | 275 | 4241 | 890 | 832 | 551 | 100465 | 15212 |
119 | 13 | 2 | 2 | 65 | 1066075 | 327078 | 613545 | 125453 | 8683378 | 13650 | 11672 | 7859 | 5453 | 4639 | 3582 | 1096 | 1440 | 544 | 330 | 462 | 24 | 245 | 253 | 136 | 226 | 2205 | 2155 | 632 | 807 | 264 | 1272 | 786 | 889 | 27 | 51 | 772 | 1133 | 402 | 832 | 147 | 250 | 2917 | 6771 | 1693 | 1788 | 609 | 377 | 640 | 473 | 1035 | 1266 | 621 | 964 | 3156 | 735 | 1176 | 1396 | 106 | 219 | 3652 | 612 | 544 | 359 | 58297 | 10347 |
120 | 13 | 2 | 2 | 96 | 1297327 | 439613 | 711602 | 146112 | 8687155 | 13852 | 14470 | 6930 | 5716 | 5201 | 2881 | 1225 | 796 | 517 | 336 | 488 | 35 | 186 | 314 | 132 | 162 | 2701 | 3150 | 1097 | 697 | 309 | 1230 | 1029 | 1140 | 24 | 53 | 932 | 1500 | 467 | 1021 | 197 | 311 | 3254 | 6994 | 2120 | 1437 | 688 | 442 | 561 | 498 | 1005 | 1154 | 429 | 669 | 3668 | 937 | 1473 | 1972 | 116 | 216 | 4318 | 792 | 623 | 497 | 47101 | 10140 |
121 | 15 | 2 | 2 | 84 | 1499983 | 663553 | 642409 | 194021 | 8602371 | 18680 | 16328 | 8277 | 7013 | 7642 | 5231 | 1294 | 1293 | 625 | 455 | 711 | 30 | 388 | 376 | 126 | 218 | 3504 | 2483 | 920 | 1234 | 437 | 2030 | 1274 | 1115 | 24 | 60 | 1083 | 1634 | 548 | 1114 | 244 | 450 | 4389 | 9457 | 2167 | 2317 | 654 | 424 | 876 | 638 | 1319 | 1784 | 657 | 1244 | 4588 | 1302 | 1915 | 2224 | 169 | 311 | 5331 | 949 | 800 | 570 | 97750 | 16316 |
130 | 15 | 2 | 1 | 86 | 1861991 | 893907 | 617597 | 350487 | 8016718 | 38687 | 52784 | 58902 | 56573 | 26349 | 21542 | 17622 | 32005 | 2961 | 9061 | 3850 | 5828 | 775 | 1233 | 18275 | 16229 | 10649 | 13286 | 8018 | 10434 | 9210 | 12811 | 12035 | 5550 | 1537 | 77 | 6260 | 5257 | 2063 | 3909 | 1105 | 524 | 15387 | 34386 | 14116 | 20014 | 17631 | 17444 | 2277 | 2594 | 2600 | 5101 | 5726 | 8392 | 2452 | 4054 | 2783 | 2860 | 228 | 589 | 1579 | 1381 | 1052 | 1251 | 170553 | 30798 |
132 | 17 | 2 | 2 | 93 | 1368378 | 560423 | 636098 | 171857 | 8656790 | 14582 | 14359 | 9351 | 6795 | 6145 | 4087 | 1107 | 1591 | 604 | 425 | 582 | 31 | 269 | 280 | 155 | 215 | 2866 | 2586 | 737 | 771 | 347 | 1300 | 803 | 818 | 33 | 72 | 1004 | 1396 | 475 | 1081 | 158 | 341 | 3311 | 7707 | 2061 | 2220 | 653 | 562 | 673 | 608 | 1255 | 1535 | 615 | 943 | 3665 | 911 | 1439 | 1672 | 132 | 295 | 4383 | 791 | 763 | 502 | 61629 | 16883 |
147 | 18 | 2 | 2 | 87 | 1476891 | 690871 | 541567 | 244452 | 8599630 | 19388 | 16544 | 9578 | 6893 | 5922 | 4938 | 1215 | 1581 | 662 | 424 | 640 | 30 | 362 | 427 | 223 | 321 | 3948 | 4529 | 1082 | 1421 | 382 | 2101 | 1343 | 1347 | 38 | 70 | 1046 | 1582 | 509 | 1220 | 237 | 364 | 3325 | 8985 | 1871 | 2108 | 561 | 455 | 880 | 595 | 1595 | 1849 | 670 | 1097 | 4248 | 1165 | 1659 | 2133 | 186 | 378 | 5143 | 1036 | 781 | 500 | 98411 | 17737 |
151 | 15 | 2 | 2 | 64 | 1443775 | 671628 | 501852 | 270295 | 8624750 | 18140 | 16790 | 8574 | 5401 | 6042 | 5074 | 1158 | 1264 | 632 | 484 | 492 | 27 | 336 | 439 | 147 | 209 | 2932 | 2859 | 889 | 880 | 366 | 1584 | 1029 | 1013 | 33 | 65 | 1056 | 1586 | 526 | 1115 | 197 | 384 | 4269 | 7787 | 2440 | 2588 | 816 | 573 | 709 | 613 | 1504 | 1681 | 666 | 971 | 4264 | 982 | 1758 | 2305 | 168 | 333 | 5248 | 914 | 809 | 532 | 82916 | 16043 |
165 | 9 | 2 | 2 | 78 | 1337827 | 525656 | 644813 | 167358 | 8671573 | 15163 | 13758 | 7949 | 5765 | 6503 | 4162 | 1150 | 1493 | 533 | 410 | 667 | 48 | 251 | 387 | 176 | 306 | 2475 | 2595 | 980 | 1614 | 313 | 2098 | 1114 | 1121 | 25 | 65 | 950 | 1448 | 482 | 1042 | 143 | 331 | 3062 | 8663 | 1556 | 1586 | 560 | 426 | 606 | 441 | 1154 | 1202 | 648 | 814 | 4103 | 1205 | 1775 | 2336 | 127 | 308 | 4765 | 946 | 757 | 396 | 52670 | 10164 |
176 | 13 | 2 | 1 | 121 | 1658258 | 565399 | 908604 | 184255 | 8607882 | 19869 | 18201 | 9987 | 7871 | 7635 | 6224 | 1688 | 1633 | 809 | 605 | 751 | 49 | 450 | 509 | 203 | 327 | 3148 | 3401 | 1067 | 1439 | 419 | 2074 | 1181 | 1284 | 40 | 77 | 1187 | 1774 | 575 | 1279 | 187 | 338 | 5097 | 11470 | 3102 | 2440 | 783 | 527 | 670 | 672 | 1444 | 1715 | 608 | 1601 | 5070 | 1428 | 1819 | 2597 | 132 | 307 | 5473 | 977 | 797 | 573 | 81832 | 12069 |
177 | 15 | 2 | 1 | 81 | 1588132 | 840804 | 539523 | 207804 | 8600825 | 17739 | 17196 | 11013 | 6830 | 6211 | 5879 | 1313 | 1672 | 751 | 589 | 660 | 31 | 283 | 342 | 174 | 318 | 3456 | 4331 | 828 | 1119 | 442 | 2226 | 1431 | 1403 | 37 | 69 | 1161 | 1691 | 588 | 1247 | 195 | 429 | 4195 | 9226 | 2653 | 2405 | 862 | 615 | 1120 | 757 | 1983 | 2413 | 965 | 1283 | 4115 | 1153 | 2136 | 2559 | 143 | 409 | 5241 | 1132 | 935 | 560 | 90775 | 17253 |
178 | 17 | 2 | 1 | 115 | 1690182 | 799983 | 649355 | 240844 | 8583092 | 19949 | 18601 | 8783 | 6320 | 7740 | 6869 | 1325 | 1859 | 887 | 440 | 803 | 49 | 389 | 514 | 161 | 287 | 3491 | 3849 | 1076 | 1367 | 524 | 2340 | 1424 | 1524 | 25 | 78 | 1232 | 1897 | 628 | 1336 | 250 | 383 | 4794 | 10171 | 2686 | 2328 | 824 | 603 | 976 | 681 | 1810 | 2233 | 692 | 1246 | 4787 | 1662 | 2454 | 2955 | 181 | 315 | 5715 | 1338 | 982 | 573 | 99532 | 18329 |
183 | 18 | 2 | 1 | 102 | 1569413 | 760825 | 579644 | 228944 | 8236436 | 26999 | 40904 | 45973 | 36935 | 24735 | 17484 | 9773 | 21143 | 2288 | 5240 | 2440 | 4006 | 758 | 466 | 9356 | 7278 | 5669 | 6976 | 6569 | 5817 | 6724 | 6731 | 6050 | 2910 | 834 | 78 | 5864 | 10157 | 1094 | 2698 | 1673 | 2271 | 14698 | 24395 | 16530 | 19168 | 14694 | 13189 | 1154 | 1358 | 2586 | 5498 | 4180 | 5331 | 2887 | 2560 | 2023 | 1891 | 201 | 374 | 1627 | 1061 | 836 | 1174 | 125727 | 19893 |
189 | 18 | 2 | 1 | 79 | 1177002 | 426883 | 583387 | 166732 | 8659292 | 13355 | 12895 | 7219 | 5085 | 5067 | 3981 | 1165 | 1313 | 657 | 416 | 646 | 30 | 237 | 285 | 152 | 287 | 2319 | 2680 | 804 | 1568 | 332 | 1823 | 898 | 924 | 23 | 62 | 870 | 1311 | 423 | 916 | 164 | 286 | 2948 | 7716 | 1700 | 1587 | 500 | 368 | 682 | 610 | 1340 | 1350 | 663 | 991 | 3979 | 939 | 1373 | 1854 | 118 | 315 | 4783 | 817 | 659 | 408 | 71853 | 12323 |
190 | 15 | 2 | 1 | 90 | 1387893 | 686879 | 509636 | 191378 | 8615955 | 17613 | 17240 | 9144 | 6534 | 7059 | 4973 | 1267 | 1774 | 611 | 413 | 593 | 32 | 316 | 314 | 185 | 326 | 2966 | 2684 | 1103 | 1294 | 325 | 2030 | 1045 | 1146 | 34 | 70 | 985 | 1481 | 484 | 1116 | 196 | 336 | 3335 | 8493 | 2113 | 1902 | 512 | 404 | 743 | 651 | 1478 | 1763 | 709 | 1083 | 4123 | 853 | 1790 | 2434 | 139 | 362 | 4961 | 805 | 729 | 544 | 88018 | 17774 |
705 | 16 | 2 | 2 | 95 | 1483763 | 772212 | 542944 | 168608 | 8623746 | 18703 | 16542 | 10207 | 6240 | 6060 | 4374 | 1145 | 1642 | 691 | 429 | 538 | 45 | 342 | 368 | 168 | 278 | 2741 | 3005 | 985 | 1130 | 321 | 2126 | 1106 | 1210 | 38 | 69 | 1035 | 1589 | 525 | 1154 | 228 | 346 | 4209 | 9466 | 2361 | 2042 | 899 | 581 | 832 | 614 | 1769 | 1892 | 771 | 1027 | 4332 | 1162 | 1770 | 2187 | 159 | 311 | 5512 | 913 | 832 | 573 | 79803 | 14217 |
708 | 18 | 2 | 1 | 81 | 1688950 | 795126 | 626119 | 267705 | 8597338 | 18667 | 17140 | 10824 | 8184 | 5557 | 4854 | 1535 | 2575 | 791 | 504 | 574 | 34 | 293 | 323 | 222 | 439 | 3301 | 3042 | 1159 | 1625 | 459 | 1940 | 1256 | 1413 | 30 | 79 | 1194 | 1737 | 575 | 1312 | 243 | 398 | 4370 | 10677 | 2364 | 2352 | 792 | 656 | 831 | 753 | 1639 | 1893 | 892 | 1336 | 4765 | 1168 | 2001 | 2744 | 169 | 308 | 6124 | 947 | 898 | 656 | 92139 | 17275 |
726 | 17 | 2 | 1 | 112 | 1563593 | 731506 | 551789 | 280298 | 8596505 | 17840 | 17706 | 9356 | 6329 | 7207 | 5408 | 1153 | 1440 | 750 | 490 | 577 | 33 | 368 | 378 | 188 | 359 | 3458 | 3629 | 1023 | 1286 | 458 | 1981 | 1475 | 1640 | 33 | 58 | 1151 | 1721 | 578 | 1298 | 250 | 380 | 3646 | 9306 | 2885 | 2447 | 768 | 476 | 812 | 777 | 1692 | 1946 | 644 | 1030 | 4733 | 1352 | 2068 | 2660 | 189 | 387 | 5630 | 1059 | 821 | 540 | 95747 | 19243 |
735 | 14 | 2 | 2 | 68 | 1317885 | 440140 | 738179 | 139566 | 8659920 | 16761 | 14953 | 8364 | 6451 | 5731 | 4943 | 940 | 1260 | 644 | 318 | 603 | 29 | 295 | 262 | 141 | 232 | 2841 | 3278 | 1345 | 1088 | 399 | 2040 | 1048 | 1236 | 26 | 48 | 952 | 1431 | 464 | 1071 | 179 | 316 | 2909 | 7700 | 2065 | 2074 | 613 | 388 | 743 | 615 | 1749 | 2047 | 633 | 871 | 3612 | 885 | 1626 | 2084 | 145 | 300 | 4272 | 865 | 698 | 467 | 56434 | 13957 |
736 | 15 | 2 | 1 | 117 | 1420249 | 462457 | 737282 | 220509 | 8619308 | 18146 | 15212 | 8935 | 7682 | 5706 | 4253 | 1218 | 1781 | 654 | 426 | 591 | 22 | 307 | 362 | 130 | 309 | 3115 | 2918 | 747 | 1304 | 368 | 1929 | 1165 | 1123 | 32 | 64 | 1038 | 1521 | 506 | 1063 | 180 | 361 | 3895 | 9573 | 2253 | 2113 | 595 | 514 | 741 | 649 | 1438 | 1662 | 885 | 1241 | 4204 | 1028 | 1621 | 2047 | 161 | 308 | 4929 | 765 | 652 | 514 | 87738 | 15359 |
750 | 10 | 2 | 1 | 59 | 1363859 | 529141 | 657959 | 176758 | 8677639 | 16106 | 13811 | 7238 | 5927 | 4979 | 4297 | 1121 | 1254 | 643 | 432 | 741 | 39 | 297 | 341 | 131 | 197 | 2679 | 3376 | 879 | 1113 | 442 | 2031 | 779 | 1038 | 34 | 72 | 964 | 1557 | 508 | 1174 | 178 | 324 | 4082 | 8024 | 2199 | 1683 | 656 | 524 | 797 | 647 | 1434 | 1615 | 560 | 1013 | 4369 | 965 | 1640 | 1909 | 143 | 271 | 5088 | 842 | 863 | 522 | 44398 | 10775 |
753 | 12 | 2 | 2 | 55 | 1238979 | 423358 | 648021 | 167600 | 8644498 | 14631 | 13363 | 7284 | 5328 | 4249 | 3232 | 1083 | 1376 | 546 | 268 | 508 | 25 | 248 | 302 | 150 | 291 | 2714 | 3046 | 891 | 1277 | 328 | 1870 | 1175 | 1167 | 33 | 65 | 952 | 1380 | 470 | 946 | 150 | 294 | 3935 | 8898 | 2503 | 2272 | 663 | 486 | 732 | 593 | 1391 | 1638 | 591 | 1194 | 3281 | 855 | 1358 | 1784 | 139 | 301 | 4240 | 785 | 709 | 445 | 82376 | 12051 |
762 | 11 | 2 | 2 | 86 | 1286638 | 472061 | 588820 | 225756 | 8679241 | 16279 | 14260 | 7908 | 5904 | 6657 | 5219 | 925 | 977 | 572 | 280 | 492 | 22 | 324 | 323 | 118 | 165 | 2482 | 3209 | 772 | 775 | 353 | 1272 | 923 | 1009 | 30 | 52 | 918 | 1338 | 464 | 1126 | 203 | 308 | 3265 | 7013 | 2019 | 1730 | 597 | 461 | 707 | 517 | 1218 | 1680 | 600 | 679 | 3863 | 1167 | 1274 | 1781 | 156 | 330 | 4064 | 777 | 797 | 496 | 44978 | 12293 |
775 | 14 | 2 | 1 | 85 | 1325525 | 633171 | 514362 | 177992 | 8625635 | 14727 | 12249 | 8357 | 5292 | 6118 | 5295 | 1100 | 1598 | 555 | 357 | 448 | 34 | 255 | 324 | 177 | 314 | 2985 | 2983 | 868 | 1323 | 343 | 2368 | 1073 | 1110 | 25 | 64 | 957 | 1442 | 498 | 1001 | 180 | 347 | 3524 | 8289 | 2208 | 1862 | 565 | 439 | 813 | 648 | 1569 | 1772 | 843 | 1298 | 3516 | 906 | 1643 | 2150 | 125 | 303 | 4346 | 790 | 712 | 488 | 93080 | 15073 |
782 | 8 | 2 | 1 | 93 | 1588573 | 582006 | 734277 | 272290 | 8594638 | 18985 | 18596 | 10530 | 8738 | 6005 | 5889 | 1430 | 2254 | 766 | 518 | 604 | 30 | 270 | 340 | 168 | 444 | 2995 | 2546 | 1070 | 1444 | 417 | 2007 | 1164 | 1138 | 26 | 76 | 1122 | 1699 | 550 | 1189 | 205 | 368 | 3953 | 9965 | 2196 | 2310 | 669 | 534 | 853 | 639 | 1796 | 2001 | 1076 | 1519 | 4180 | 1024 | 2085 | 2780 | 248 | 348 | 5646 | 965 | 756 | 527 | 97810 | 15261 |
787 | 8 | 2 | 1 | 74 | 1476254 | 561629 | 744490 | 170135 | 8629059 | 13763 | 13458 | 10914 | 7653 | 5297 | 3357 | 1032 | 1441 | 690 | 601 | 770 | 44 | 233 | 291 | 125 | 334 | 3010 | 2608 | 738 | 1193 | 326 | 1619 | 765 | 754 | 31 | 55 | 1072 | 1566 | 527 | 1123 | 173 | 318 | 3523 | 9376 | 1834 | 2275 | 600 | 562 | 1026 | 714 | 1760 | 1829 | 924 | 1605 | 3439 | 929 | 1297 | 1740 | 113 | 267 | 4193 | 691 | 965 | 552 | 87079 | 15128 |
808 | 12 | 2 | 2 | 79 | 1648209 | 682983 | 763648 | 201578 | 8015135 | 35511 | 52945 | 58578 | 53424 | 28814 | 24764 | 13012 | 19827 | 3036 | 8248 | 4707 | 4760 | 729 | 851 | 12942 | 13106 | 6828 | 9463 | 6280 | 6584 | 9462 | 12222 | 9177 | 4919 | 1911 | 3170 | 14255 | 18341 | 3910 | 5495 | 4619 | 3693 | 17564 | 27070 | 20998 | 22580 | 17541 | 17258 | 1867 | 2160 | 7428 | 7670 | 6544 | 8094 | 2292 | 4190 | 2791 | 4336 | 186 | 409 | 368 | 1016 | 1094 | 1505 | 171493 | 30193 |
810 | 10 | 2 | 2 | 60 | 1354054 | 525742 | 667541 | 160771 | 8640358 | 14876 | 14077 | 8952 | 5866 | 5041 | 3723 | 1195 | 1415 | 731 | 468 | 598 | 36 | 305 | 277 | 183 | 287 | 2968 | 3013 | 1142 | 1333 | 322 | 1905 | 1279 | 1314 | 32 | 69 | 907 | 1452 | 463 | 1051 | 218 | 334 | 3689 | 8517 | 2395 | 2208 | 488 | 478 | 802 | 666 | 1585 | 1741 | 677 | 1087 | 3553 | 938 | 1722 | 2166 | 151 | 285 | 4314 | 801 | 865 | 460 | 76194 | 15389 |
875 | 17 | 2 | 1 | 99 | 1354649 | 661840 | 494640 | 198169 | 8629892 | 12351 | 11033 | 6552 | 5583 | 5308 | 5156 | 1007 | 1245 | 679 | 412 | 688 | 39 | 283 | 328 | 160 | 256 | 1949 | 1989 | 1205 | 1161 | 380 | 1849 | 2408 | 1791 | 34 | 51 | 967 | 1453 | 466 | 1084 | 167 | 315 | 5574 | 9796 | 2407 | 2273 | 833 | 548 | 957 | 783 | 1617 | 1736 | 922 | 1174 | 3815 | 1239 | 1746 | 2150 | 158 | 251 | 3872 | 676 | 798 | 644 | 88444 | 16707 |
876 | 16 | 2 | 1 | 86 | 1636119 | 701270 | 646922 | 287927 | 8596893 | 18323 | 16800 | 11129 | 7460 | 6638 | 5801 | 1307 | 1699 | 794 | 484 | 801 | 29 | 315 | 386 | 139 | 278 | 3582 | 3646 | 895 | 1214 | 397 | 1864 | 1241 | 1302 | 34 | 76 | 1162 | 1658 | 564 | 1216 | 213 | 355 | 3921 | 9175 | 2855 | 2548 | 789 | 535 | 1015 | 756 | 1921 | 1994 | 1010 | 1367 | 4436 | 1325 | 1708 | 2180 | 178 | 408 | 5461 | 858 | 847 | 489 | 93442 | 19447 |
References
- Katherine L. Narr , Robert M. Bilder , Arthur W. Toga , Roger P. Woods , David E. Rex , Philip R. Szeszko , Delbert Robinson , Serge Sevy , Handan Gunduz-Bruce , Yung-Ping Wang , Heather DeLuca , and Paul M. Thompson. (2005) Mapping Cortical Thickness and Gray Matter Concentration in First Episode Schizophrenia. Cerebral Cortex Advance Access published on June 1, 2005, DOI 10.1093/cercor/bhh172. Cereb. Cortex 15: 708-719.
Translate this page: