Table 2 Statistics of Clinical Note Datasets with the Natural Language Processing Pipeline and Manual Annotations
From: Ontology-driven and weakly supervised rare disease identification from clinical notes
MIMIC-III Disch | MIMIC-III Rad | Tayside Brain Img | |
|---|---|---|---|
|T| | 59,652 | 522,279 | 156,618 |
|D| | 127,150 | 109,096 | 7,761 |
\(|D_{weak^+}|\) | 15,598 | 13,907 | 1,137 |
\(|D_{weak^{-}}|\) | 74,217 | 65,171 | 2,898 |
\(|T_{RD}|\) | 37,110 | 73,589 | 7,321 |
\(|T^{weak}_{RD}|\) | 10,568 | 21,102 | 2,855 |
\(|T^{ann}|\) | 500 | 1,000 | 5,000 |
\(|D^{ann}|\) | 1,073 | 198 | 279+4 |
\(|T^{ann}_{RD}|\) | 312 | 145 | 273 |