Table 2.
Dataset | Notes | Type | Sentences | Characters | NER tasks | ||||
---|---|---|---|---|---|---|---|---|---|
Problems | Procedures | Tests | Medications | Total | |||||
Training | 266 | Admission | 20 506 | 277 701 | 16 253 | 1500 | 7414 | 840 | 26 007 |
Discharge | 15 140 | 243 069 | 13 308 | 2995 | 8093 | 1757 | 26 153 | ||
All | 35 646 | 520 770 | 29 561 | 4495 | 15 507 | 2597 | 52 160 | ||
Test | 134 | Admission | 10 287 | 139 885 | 8180 | 671 | 3754 | 361 | 12 966 |
Discharge | 7698 | 125 335 | 6851 | 1522 | 4021 | 787 | 13 181 | ||
All | 17 985 | 265 220 | 15 031 | 2193 | 7775 | 1148 | 26 147 | ||
Total | 400 | Admission | 30 793 | 417 586 | 24 433 | 2171 | 11 168 | 1201 | 38 973 |
Discharge | 22 838 | 368 404 | 20 159 | 4517 | 12 114 | 2544 | 39 334 | ||
All | 53 631 | 785 990 | 44 592 | 6688 | 23 282 | 3745 | 78 307 |
NER, named entity recognition.