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Table 7 Statistical analysis of performance differences between HEAL and the other modalities. Statistically significantly differences (\(p\)-value < 0.05) are highlighted in bold

From: Hierarchical embedding attention for overall survival prediction in lung cancer from unstructured EHRs

Approach

Compared to

\(\Delta \)\({C^{td}}\)-index (mean)

p-value

HEAL

Clinical features

0.049

0.001

No NER

0.093

<0.001

Bi-NER

0.140

<0.001

No HEAL

0.081

<0.001

SA

0.015

0.290

TA

0.069

0.004

No WS

0.024

0.174

Deg-NER

0.076

<0.001