Table 3.
The number of extracted semantic entities in 5 sections of SemEHR medical profiles of the 100 randomly selected MIMIC-III patients, which are usually not recorded in structured EHRs
| Admission medications | Family history | Social history | History of past illness | Hospital discharge instructions | |||||
|---|---|---|---|---|---|---|---|---|---|
| # Total annotations | |||||||||
| 1475 | 156 | 445 | 1575 | 1162 | |||||
| Top 5 semantic types by frequency | |||||||||
| Temporal concept | 442 | Finding | 42 | Finding | 132 | Disease or syndrome | 337 | Clinical attribute | 359 |
| Pharmacologic substance | 393 | Disease or syndrome | 33 | Temporal concept | 86 | Finding | 189 | Temporal concept | 158 |
| Finding | 194 | Neoplastic process | 28 | Pharmacologic substance | 58 | Temporal concept | 182 | Health care–related organization | 133 |
| Clinical drug | 121 | Pharmacologic substance | 14 | Clinical attribute | 30 | Therapeutic or preventive procedure | 180 | Health care activity | 126 |
| Health care–related organization | 51 | Clinical attribute | 9 | Individual behavior | 28 | Body part, organ, or organ component | 96 | Finding | 79 |