Table 6 ICD Code with 0 precision in both the wide model and the narrow model before and after data shuffle, bold code indicates the codes with 0 precision emerged after the shuffle
From: An explainable CNN approach for medical codes prediction from clinical text
Before shuffle | ICD Code with 0 precision |
|---|---|
Wide-SWAM | 285.9 “Anemia, unspecified” |
Narrow-SWAM | 285.9 “Anemia, unspecified” |
V15.82 “History of tobacco use” | |
276.1: “Hyposmolality and/or hyponatremia” | |
305.1 “Tobacco use disorder” | |
311 “Depressive disorder, not elsewhere classified” | |
After shuffle | ICD Code with 0 precision |
Wide-SWAM | 285.9 “Anemia, unspecified” |
Narrow-SWAM | 285.9 “Anemia, unspecified” |
V15.82 “History of tobacco use” | |
272.0 “Pure hypercholesterolemia” | |
V45.81 “Postsurgical aortocoronary bypass status” |