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Table 6 Words with the highest weight by manifold and Word2Vec for rare asbestosis medical code

From: Refining electronic medical records representation in manifold subspace

Ours Word2Vec
Word Weight Word Weight
Pneumothorax 0.00535 Old 0.0617
Silhouette 0.0241 Service 0.0345
Mediastinal 0.0336 Evidence 0.0187
Opacity 0.0184 Partially 0.0171
Tissue 0.0173 Present 0.0162
Tobacco 0.0102 Without 0.0137
Meet 0.0085 Speaking 0.0095
Without 0.0091 Brief 0.0084
Remains 0.0075 Stable 0.0064
Partially 0.0059 Associated 0.0063