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Table 3 Classification-based similarities 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 2.4359 4.3606 8.3281
SG-T-visit 2.3727 4.3016 8.3188
SG-T-month 1.8688 3.6763 7.5117
PPMI-T-visit 2.0986 4.1716 7.9809
PPMI-T-month 1.9313 3.8286 7.5441
FT-baseline 4.7690 6.1711 9.3274
FT-T-visit 5.0215 6.1969 9.3876
FT-T-month 4.5979 5.7873 9.0793