Rank | Cause of death | No. of deaths | Standard (physician assigned), 7% | Proportion, % (rank) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Standard (physician-assigned) | Mean algorithm estimated deaths | 2 or more algorithms agreed | Require training data | Do not require training data | ||||||||
Total | Both physicians initially agreed†| NBC | King-Lu | SmartVA | InSilicoVA | InSilicoVA-NT | InterVA-4 | |||||
 | Adult (12–69 years) | |||||||||||
1 | Ischemic heart disease | 737 | 661 | 368 | 506 | 17.1 | 5.1 (5) | 8.3 (5) | 4.0 (8) | 13.0 (2) | 12.8 (2) | 8.0 (5) |
2 | Cancers* | 592 | 517 | 287 | 393 | 13.7 | 2.0 (12) | 1.6 (10) | 8.4 (3) | 4.4 (10) | 10.6 (4) | 12.9 (1) |
3 | Other noncommunicable diseases | 376 | 273 | 314 | 365 | 8.7 | 6.1 (4) | 0.2 (16) | 6.1 (5) | 6.6 (6) | 17.2 (1) | 7.5 (6) |
4 | Unspecified infections | 363 | 265 | 242 | 278 | 8.4 | 1.8 (13) | 0.7 (15) | 1.3 (14) | 8.5 (4) | 12.4 (3) | 9.0 (4) |
5 | Falls, bites, and other injuries* | 328 | 288 | 811 | 401 | 7.6 | 50.4 (1) | 32.7 (1) | 9.3 (2) | 4.6 (9) | 10.1 (6) | 5.8 (9) |
6 | Tuberculosis | 303 | 252 | 211 | 283 | 7.0 | 3.9 (7) | 1.9 (8) | 2.3 (10) | 0.2 (16) | 10.1 (5) | 10.9 (3) |
7 | Chronic respiratory diseases | 296 | 231 | 175 | 235 | 6.9 | 1.0 (15) | 0.9 (14) | 8.1 (4) | 3.8 (11) | 4.3 (9) | 6.2 (8) |
8 | Road and transport injuries* | 274 | 246 | 491 | 288 | 6.4 | 6.6 (2) | 14.9 (2) | 5.6 (6) | 27.8 (1) | 7.0 (7) | 6.4 (7) |
9 | Stroke | 232 | 196 | 160 | 197 | 5.4 | 2.2 (11) | 3.9 (7) | 5.2 (7) | 4.8 (8) | 0.7 (15) | 5.5 (10) |
10 | Suicide* | 208 | 185 | 200 | 109 | 4.8 | 3.9 (6) | 11.7 (3) | 1.8 (11) | 5.5 (7) | 1.9 (11) | 3.1 (13) |
11 | Liver and alcohol related diseases | 137 | 105 | 63 | 67 | 3.2 | 0.9 (16) | 1.5 (11) | 0.5 (16) | 2.8 (12) | 1.6 (12) | 1.4 (14) |
12 | Other cardiovascular diseases | 108 | 64 | 165 | 166 | 2.5 | 3.1 (8) | 1.2 (12) | 1.6 (12) | 8.5 (3) | 3.7 (10) | 4.8 (11) |
13 | Acute respiratory infections | 100 | 72 | 127 | 114 | 2.3 | 6.1 (3) | 1.1 (13) | 0.5 (17) | 0.5 (14) | 4.8 (8) | 4.7 (12) |
14 | Diarrheal diseases | 96 | 68 | 139 | 64 | 2.2 | 2.8 (10) | 6.3 (6) | 1.4 (13) | 7.9 (5) | 0.4 (17) | 0.5 (17) |
15 | Ill-defined | 69 | 59 | 366 | 194 | 1.6 | 0.0 (18) | 0.0 (18) | 39.7 (1) | 0.0 (18) | 0.0 (18) | 11.3 (2) |
16 | Diabetes mellitus | 63 | 49 | 64 | 35 | 1.5 | 1.3 (14) | 1.7 (9) | 3.6 (9) | 0.3 (15) | 0.9 (13) | 1.1 (15) |
17 | Maternal conditions | 25 | 21 | 121 | 29 | 0.6 | 3.0 (9) | 11.4 (4) | 0.8 (15) | 0.6 (13) | 0.6 (16) | 0.4 (18) |
18 | Nutritional deficiencies | 4 | 3 | 10 | 4 | 0.1 | 0.0 (17) | 0.0 (17) | 0.0 (18) | 0.0 (17) | 0.8 (14) | 0.6 (16) |
 | Concordance |  |  |  |  |  | 50 | 44 | 57 | 66 | 77 | 80 |