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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