Table 2 In−/out-cluster distances for different embedding methods on the selected taxonomies
From: Time-sensitive clinical concept embeddings learned from large electronic health records
Embedding method | ICD prefix | CCS fine | CCS coarse |
|---|---|---|---|
SG-baseline | 0.1259/0.5925 | 0.2560/0.7458 | 0.5730/0.7432 |
SG-T-visit | 0.1172/0.5806 | 0.2438/0.7286 | 0.5556/0.7297 |
SG-T-month | 0.1705/0.6429 | 0.3074/0.6906 | 0.5980/0.7115 |
PPMI-T-visit | 0.2028/0.8053 | 0.3568/0.9530 | 0.8107/0.9716 |
PPMI-T-month | 0.2032/0.8301 | 0.3531/0.7158 | 0.8857/0.9512 |
FT-baseline | 0.0885/0.5543 | 0.2178/0.6859 | 0.5446/0.7108 |
FT-T-visit | 0.0687/0.5054 | 0.2008/0.6732 | 0.5195/0.6879 |
FT-T-month | 0.0879/0.5521 | 0.2604/0.7119 | 0.5664/0.7268 |