Knowledge

Real-time outbreak and disease surveillance

Source đź“ť

1327: 792: 308: 1126: 42:. It is "prototype developed at the University of Pittsburgh where real-time clinical data from emergency departments within a geographic region can be integrated to provide an instantaneous picture of symptom patterns and early detection of 1020: 1099: 1065: 323: 1082: 275: 391: 143:
Shmueli, G., Burkom, H.S., "Statistical Challenges Facing Early Outbreak Detection in Biosurveillance", Technometrics (Special Issue on Anomaly Detection), vol. 52, issue 1, pp. 39–51, 2010
98:, and uses the lowest resolution to remove long-term trends from the raw series. The residuals are then monitored using an ordinary Shewhart I-chart with a threshold of 4 standard deviations. 360: 843: 645: 228: 446: 374: 440: 430: 172: 1131: 1087: 290: 1043: 456: 213: 723: 1048: 547: 561: 472: 284: 267: 1093: 567: 1206: 605: 329: 181: 1406: 1372: 865: 466: 958: 573: 318: 364: 233: 165: 650: 953: 280: 256: 1220: 869: 401: 1071: 426: 205: 1121: 765: 630: 615: 462: 248: 782: 620: 142: 1251: 1157: 987: 879: 770: 158: 1306: 1201: 727: 521: 313: 635: 1162: 1026: 909: 824: 557: 422: 238: 885: 786: 452: 218: 39: 1401: 1365: 861: 675: 1216: 436: 731: 1183: 516: 500: 300: 35: 68:, where an EWMA is used to predict next-day counts, and a CuSum monitors the residuals from these predictions. 1411: 1296: 873: 654: 639: 610: 72: 1391: 1358: 917: 665: 31: 1291: 1286: 1172: 1076: 1053: 406: 17: 685: 631:
Middle-Atlantic Regional Center of Excellence for Biodefense and Emerging Infectious Diseases Research
1167: 835: 818: 742: 76: 84: 1396: 1266: 1178: 1261: 982: 853: 747: 680: 1256: 1211: 948: 624: 80: 150: 1271: 1014: 977: 757: 737: 1342: 1326: 1241: 969: 54: 1385: 1301: 1281: 1276: 368: 95: 1127:
Global Partnership Against the Spread of Weapons and Materials of Mass Destruction
1059: 943: 927: 809: 690: 1246: 130: 83:. A Shewhart I-chart is then applied to the residuals, using a threshold of 4 606:
Johns Hopkins Center for Health Security (formerly Center for Biosecurity)
1338: 1334: 922: 776: 222: 43: 91: 1021:
Statement on Chemical and Biological Defense Policies and Programs
396: 61: 1100:
Pandemic and All-Hazards Preparedness Reauthorization Act of 2013
1066:
Public Health Security and Bioterrorism Preparedness Response Act
324:
Joint Program Executive Office of Chemical and Biological Defense
1083:
Biodefense and Pandemic Vaccine and Drug Development Act of 2005
551: 541: 537: 375:
Integrated National Biodefense Medical Countermeasures Portfolio
65: 276:
Office of the Assistant Secretary for Preparedness and Response
154: 79:
to the counts and updates estimates continuously by minimizing
538:
National Medical Response Team/National Pharmacy Response Team
115: 959:
Joint Biological Agent Identification and Diagnostic System
574:
Bioterror Rapid Response and Advanced Technology Laboratory
392:
U.S. Army Medical Research Institute of Infectious Diseases
319:
Global Emerging Infections Surveillance and Response System
361:
National Interagency Confederation for Biological Research
28:
Real-time outbreak and disease surveillance system (RODS)
844:
National Intelligence Assessments on Infectious Diseases
1346: 646:
Johns Hopkins Center for Civilian Biodefense Strategies
229:
National Biodefense Analysis and Countermeasures Center
651:
National Center for Biodefense and Infectious Diseases
447:
Biomedical Advanced Research and Development Authority
49:
RODS uses a combination of various monitoring tools.
1234: 1192: 1148: 1141: 1112: 1036: 1007: 1000: 968: 936: 908: 899: 852: 834: 808: 756: 716: 707: 664: 596: 587: 530: 509: 493: 486: 415: 384: 351: 342: 299: 266: 247: 204: 195: 188: 94:approach, which decomposes the time series using 1072:Agricultural Bioterrorism Protection Act of 2002 60:The second tool is a nonstandard combination of 1132:United Nations Security Council Resolution 1540 1088:Public Readiness and Emergency Preparedness Act 724:Nunn–Lugar Cooperative Threat Reduction Program 291:National Science Advisory Board for Biosecurity 616:Center for Advancing Microbial Risk Assessment 221:(National Biosurvelliance Integration Center, 1366: 1044:Biological Weapons Anti-Terrorism Act of 1989 783:Global Bio-Surveillance Technology Initiative 166: 8: 621:Center for Biodefense and Emerging Pathogens 214:DHS Chemical and Biological Defense Division 1049:Soviet Nuclear Threat Reduction Act of 1991 548:Chemical Biological Incident Response Force 1373: 1359: 1145: 1004: 905: 713: 593: 490: 473:Foreign Disease Weed Science Research Unit 348: 201: 192: 173: 159: 151: 1094:Pandemic and All-Hazards Preparedness Act 568:Aeromedical Biological Containment System 522:Nebraska Biocontainment Patient Care Unit 397:Defense Advanced Research Projects Agency 309:Assistant SECDEF for NCB Defense Programs 1207:United States biological weapons program 330:National Center for Medical Intelligence 182:United States biological defense program 866:National Strategy for Homeland Security 108: 71:The third monitoring tool in RODS is a 18:Real-Time Outbreak Disease Surveillance 365:National Interagency Biodefense Campus 234:National Bio and Agro-Defense Facility 57:with a 120-day sliding phase-I-window. 636:Center for Biodefense Immune Modeling 90:The fourth tool in RODS implements a 7: 1323: 1321: 954:Autonomous Pathogen Detection System 281:Division of Select Agents and Toxins 259:(Advisory Committee on Bioterrorism) 257:National Counterproliferation Center 239:National Bioforensic Analysis Center 402:Edgewood Chemical Biological Center 787:Bio-Surveillance Management Office 453:Homeland Security Research Program 25: 1122:Global Health Security Initiative 766:National Biosurveillance Strategy 463:Plum Island Animal Disease Center 1325: 1252:Biosecurity in the United States 1158:1984 Rajneeshee bioterror attack 988:Positive pressure personnel suit 880:National Disaster Medical System 127:Public Health-Related Activities 1307:Smallpox virus retention debate 1202:United States Army Medical Unit 728:Defense Threat Reduction Agency 314:Defense Threat Reduction Agency 75:(RLS) algorithm, which fits an 1407:Epidemiological study projects 1: 1163:1989 California medfly attack 1027:Biological Weapons Convention 825:Personnel Reliability Program 558:Epidemic Intelligence Service 423:Galveston National Laboratory 133:. Accessed December 2, 2010. 1345:. You can help Knowledge by 886:Strategic National Stockpile 437:Integrated Research Facility 219:DHS Office of Health Affairs 949:Biological Materials MASINT 862:National Response Framework 771:Laboratory Response Network 732:Biological Threat Reduction 676:Battelle Memorial Institute 38:, Department of Biomedical 1428: 1320: 1217:Aeromedical Isolation Team 131:US HHS government website 789:(BMO) (part of JPEO-CBD) 517:State Health Departments 501:Local Health Departments 116:RODS Laboratory Website 36:University of Pittsburgh 34:system developed by the 1341:- related article is a 1297:Isolation (health care) 1267:Biological warfare (BW) 640:University of Rochester 611:Henry L. Stimson Center 73:recursive least squares 32:syndromic surveillance 1292:Entomological warfare 1193:Defunct organizations 1173:Wood Green ricin plot 1077:Project Bioshield Act 1054:Executive Order 13139 407:Dugway Proving Ground 1168:2001 anthrax attacks 836:Medical intelligence 819:Select Agent Program 743:Project Clear Vision 77:autoregressive model 53:The first tool is a 85:standard deviations 1402:Medical statistics 1184:2013 ricin letters 1179:2003 ricin letters 726:, implemented the 655:George Mason Univ. 1354: 1353: 1315: 1314: 1262:Biological hazard 1230: 1229: 1108: 1107: 996: 995: 983:Biosafety cabinet 895: 894: 854:Disaster response 748:Project Jefferson 703: 702: 699: 698: 681:SRI International 583: 582: 482: 481: 338: 337: 16:(Redirected from 1419: 1375: 1368: 1361: 1329: 1322: 1257:Biological agent 1212:Sunshine Project 1146: 1005: 906: 868:(DHS; including 717:Threat reduction 714: 686:Idaho Technology 625:Brown University 597:Academic centers 594: 491: 349: 202: 193: 175: 168: 161: 152: 145: 140: 134: 124: 118: 113: 81:prediction error 21: 1427: 1426: 1422: 1421: 1420: 1418: 1417: 1416: 1382: 1381: 1380: 1379: 1318: 1316: 1311: 1287:Decontamination 1272:Biosurveillance 1226: 1194: 1188: 1150: 1149:Past biological 1137: 1114: 1104: 1032: 1015:Geneva Protocol 992: 978:Biosafety level 964: 932: 901: 891: 848: 830: 804: 758:Biosurveillance 752: 738:Project Bacchus 709: 695: 667: 660: 599:and think tanks 598: 589: 579: 526: 505: 478: 411: 380: 353: 344: 334: 295: 262: 243: 197: 184: 179: 149: 148: 141: 137: 125: 121: 114: 110: 105: 23: 22: 15: 12: 11: 5: 1425: 1423: 1415: 1414: 1412:Epidemic stubs 1409: 1404: 1399: 1394: 1384: 1383: 1378: 1377: 1370: 1363: 1355: 1352: 1351: 1330: 1313: 1312: 1310: 1309: 1304: 1299: 1294: 1289: 1284: 1279: 1274: 1269: 1264: 1259: 1254: 1249: 1244: 1242:Agro-terrorism 1238: 1236: 1235:Related topics 1232: 1231: 1228: 1227: 1225: 1224: 1214: 1209: 1204: 1198: 1196: 1190: 1189: 1187: 1186: 1181: 1176: 1170: 1165: 1160: 1154: 1152: 1143: 1139: 1138: 1136: 1135: 1129: 1124: 1118: 1116: 1115:representation 1110: 1109: 1106: 1105: 1103: 1102: 1097: 1091: 1085: 1080: 1074: 1069: 1063: 1057: 1051: 1046: 1040: 1038: 1034: 1033: 1031: 1030: 1024: 1018: 1011: 1009: 1002: 998: 997: 994: 993: 991: 990: 985: 980: 974: 972: 970:Biocontainment 966: 965: 963: 962: 956: 951: 946: 940: 938: 934: 933: 931: 930: 925: 920: 914: 912: 903: 897: 896: 893: 892: 890: 889: 883: 877: 858: 856: 850: 849: 847: 846: 840: 838: 832: 831: 829: 828: 822: 815: 813: 806: 805: 803: 802: 796: 790: 780: 774: 768: 762: 760: 754: 753: 751: 750: 745: 740: 735: 720: 718: 711: 705: 704: 701: 700: 697: 696: 694: 693: 688: 683: 678: 672: 670: 662: 661: 659: 658: 648: 643: 633: 628: 618: 613: 608: 602: 600: 591: 585: 584: 581: 580: 578: 577: 571: 565: 555: 545: 534: 532: 528: 527: 525: 524: 519: 513: 511: 507: 506: 504: 503: 497: 495: 488: 484: 483: 480: 479: 477: 476: 470: 460: 450: 444: 434: 419: 417: 413: 412: 410: 409: 404: 399: 394: 388: 386: 382: 381: 379: 378: 372: 357: 355: 346: 340: 339: 336: 335: 333: 332: 327: 321: 316: 311: 305: 303: 297: 296: 294: 293: 288: 278: 272: 270: 264: 263: 261: 260: 253: 251: 245: 244: 242: 241: 236: 231: 226: 216: 210: 208: 199: 198:administrative 190: 186: 185: 180: 178: 177: 170: 163: 155: 147: 146: 135: 119: 107: 106: 104: 101: 100: 99: 88: 69: 58: 55:moving average 24: 14: 13: 10: 9: 6: 4: 3: 2: 1424: 1413: 1410: 1408: 1405: 1403: 1400: 1398: 1395: 1393: 1392:Public health 1390: 1389: 1387: 1376: 1371: 1369: 1364: 1362: 1357: 1356: 1350: 1348: 1344: 1340: 1336: 1331: 1328: 1324: 1319: 1308: 1305: 1303: 1300: 1298: 1295: 1293: 1290: 1288: 1285: 1283: 1280: 1278: 1275: 1273: 1270: 1268: 1265: 1263: 1260: 1258: 1255: 1253: 1250: 1248: 1245: 1243: 1240: 1239: 1237: 1233: 1222: 1218: 1215: 1213: 1210: 1208: 1205: 1203: 1200: 1199: 1197: 1191: 1185: 1182: 1180: 1177: 1174: 1171: 1169: 1166: 1164: 1161: 1159: 1156: 1155: 1153: 1147: 1144: 1140: 1133: 1130: 1128: 1125: 1123: 1120: 1119: 1117: 1113:International 1111: 1101: 1098: 1095: 1092: 1089: 1086: 1084: 1081: 1078: 1075: 1073: 1070: 1067: 1064: 1061: 1058: 1055: 1052: 1050: 1047: 1045: 1042: 1041: 1039: 1035: 1028: 1025: 1022: 1019: 1016: 1013: 1012: 1010: 1006: 1003: 999: 989: 986: 984: 981: 979: 976: 975: 973: 971: 967: 960: 957: 955: 952: 950: 947: 945: 942: 941: 939: 935: 929: 926: 924: 921: 919: 916: 915: 913: 911: 907: 904: 902:and equipment 898: 887: 884: 881: 878: 875: 871: 867: 863: 860: 859: 857: 855: 851: 845: 842: 841: 839: 837: 833: 826: 823: 820: 817: 816: 814: 811: 807: 800: 797: 794: 791: 788: 784: 781: 778: 775: 772: 769: 767: 764: 763: 761: 759: 755: 749: 746: 744: 741: 739: 736: 733: 729: 725: 722: 721: 719: 715: 712: 706: 692: 689: 687: 684: 682: 679: 677: 674: 673: 671: 669: 663: 656: 652: 649: 647: 644: 641: 637: 634: 632: 629: 626: 622: 619: 617: 614: 612: 609: 607: 604: 603: 601: 595: 592: 586: 575: 572: 569: 566: 563: 559: 556: 553: 549: 546: 543: 539: 536: 535: 533: 529: 523: 520: 518: 515: 514: 512: 508: 502: 499: 498: 496: 492: 489: 485: 474: 471: 468: 464: 461: 458: 454: 451: 448: 445: 442: 438: 435: 432: 428: 424: 421: 420: 418: 414: 408: 405: 403: 400: 398: 395: 393: 390: 389: 387: 383: 376: 373: 370: 366: 362: 359: 358: 356: 350: 347: 341: 331: 328: 325: 322: 320: 317: 315: 312: 310: 307: 306: 304: 302: 298: 292: 289: 286: 282: 279: 277: 274: 273: 271: 269: 265: 258: 255: 254: 252: 250: 246: 240: 237: 235: 232: 230: 227: 224: 220: 217: 215: 212: 211: 209: 207: 203: 200: 194: 191: 189:Organizations 187: 183: 176: 171: 169: 164: 162: 157: 156: 153: 144: 139: 136: 132: 128: 123: 120: 117: 112: 109: 102: 97: 96:Haar wavelets 93: 89: 86: 82: 78: 74: 70: 67: 63: 59: 56: 52: 51: 50: 47: 45: 41: 37: 33: 29: 19: 1347:expanding it 1332: 1317: 1302:Select agent 1282:CBRN defense 1277:Bioterrorism 1195:and programs 1017:(1925, 1975) 798: 710:and projects 590:governmental 369:Fort Detrick 354:departmental 138: 126: 122: 111: 48: 27: 26: 1060:Patriot Act 1037:Legislation 944:Cell CANARY 928:Respirators 810:Biosecurity 691:Phoenix Air 668:contractors 40:Informatics 1386:Categories 1247:Biodefense 910:Protection 900:Technology 888:(CDC, DHS) 812:/Biosurety 801:(Civilian) 779:(EPA, CDC) 734:(DoD) plus 666:Government 377:(DHHS/DoD) 326:(JPEO-CBD) 103:References 1397:Epidemics 1151:incidents 937:Detection 46:events." 1339:pandemic 1335:epidemic 1008:Treaties 961:(JBAIDS) 923:NBC suit 785:(GBTI), 777:BioWatch 708:Programs 653:(NCBID; 487:Response 416:Civilian 385:Military 345:research 223:BioWatch 44:epidemic 1142:History 864:of the 793:ESSENCE 531:Federal 343:Federal 196:Federal 129:at the 92:wavelet 1175:(2002) 1134:(2004) 1096:(2006) 1090:(2005) 1079:(2004) 1068:(2002) 1062:(2001) 1056:(1999) 1029:(1972) 1023:(1969) 882:(DHHS) 544:, HHS) 475:(USDA) 352:Trans- 1337:- or 1333:This 827:(DoD) 821:(CDC) 795:(DoD) 773:(CDC) 576:(CDC) 570:(CDC) 510:State 494:Local 459:/DHS) 449:(HHS) 441:NIAID 439:(HHS/ 431:NIAID 62:CUSUM 30:is a 1343:stub 918:MOPP 872:and 870:NIMS 799:RODS 730:and 588:Non- 552:USMC 542:NDMS 467:USDA 427:UTMB 268:DHHS 66:EWMA 64:and 1221:DoD 1001:Law 874:ICS 562:CDC 457:EPA 301:DoD 285:CDC 249:DNI 206:DHS 1388:: 367:, 1374:e 1367:t 1360:v 1349:. 1223:) 1219:( 876:) 657:) 642:) 638:( 627:) 623:( 564:) 560:( 554:) 550:( 540:( 469:) 465:( 455:( 443:) 433:) 429:/ 425:( 371:) 363:( 287:) 283:( 225:) 174:e 167:t 160:v 87:. 20:)

Index

Real-Time Outbreak Disease Surveillance
syndromic surveillance
University of Pittsburgh
Informatics
epidemic
moving average
CUSUM
EWMA
recursive least squares
autoregressive model
prediction error
standard deviations
wavelet
Haar wavelets
RODS Laboratory Website
US HHS government website
Shmueli, G., Burkom, H.S., "Statistical Challenges Facing Early Outbreak Detection in Biosurveillance", Technometrics (Special Issue on Anomaly Detection), vol. 52, issue 1, pp. 39–51, 2010
v
t
e
United States biological defense program
DHS
DHS Chemical and Biological Defense Division
DHS Office of Health Affairs
BioWatch
National Biodefense Analysis and Countermeasures Center
National Bio and Agro-Defense Facility
National Bioforensic Analysis Center
DNI
National Counterproliferation Center

Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.

↑