Table 4 AUC values on distinct clinical concept embeddings (values are in %)
From: Time-sensitive clinical concept embeddings learned from large electronic health records
Embedding method | Without fine-tuning | With fine-tuning |
|---|---|---|
Randomize | – | 83.70 |
SG-baseline | 81.75 | 84.11 |
SG-T-visit | 81.87 | 84.29 |
SG-T-month | 82.82 | 85.42 |
PPMI-T-visit | 79.78 | 81.01 |
PPMI-T-month | 80.60 | 82.44 |
FT-baseline | 82.51 | 84.81 |
FT-T-visit | 82.38 | 84.69 |
FT-T-month | 82.59 | 84.88 |