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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