Table 5 Words with the highest weight by manifold and Word2Vec for frequent diabetes medical code
From: Refining electronic medical records representation in manifold subspace
Ours | Word2Vec | ||
|---|---|---|---|
Word | Weight | Word | Weight |
Hemodialysis | 0.7856 | Disease | 0.4320 |
Found | 0.0235 | Hemodialysis | 0.2576 |
Disease | 0.0347 | Renal | 0.0726 |
Stage | 0.0043 | Found | 0.0123 |
Job | 0.0052 | Hypertension | 0.0026 |
Hypertension | 0.0071 | Job | 0.0010 |
Renal | 0.0046 | Stage | 0.0009 |
Name | 0.0083 | End | 0.0005 |
Mellitus | 0.0008 | Initial | 0.0004 |
Diabetes | 0.0005 | Declared | 0.0003 |