Table 1 Intra-patient post-ICD-10 coding and string clustering results
From: EHR problem list clustering for improved topic-space navigation
Patient | Coded | Precision | Recall | F-measure |
|---|---|---|---|---|
P1 | 0.67 | 0.93 | 0.74 | 0.83 |
P2 | 0.60 | 0.90 | 0.61 | 0.73 |
P3 | 0.68 | 0.73 | 0.69 | 0.71 |
P4 | 0.87 | 0.91 | 0.87 | 0.89 |
P5 | 0.59 | 0.80 | 0.63 | 0.70 |
Patient | Clustered | Precision | Recall | F-measure |
P1 | 0.33 | 0.78 | 1.00 | 0.88 |
P2 | 0.40 | 0.91 | 0.78 | 0.84 |
P3 | 0.32 | 0.84 | 0.81 | 0.82 |
P4 | 0.13 | 1.00 | 1.00 | 1.00 |
P5 | 0.41 | 0.59 | 0.93 | 0.72 |