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Table 3 Comparison of survival models using different aggregating algorithms

From: A deep learning-based framework for lung cancer survival analysis with biomarker interpretation

Method

p-value

c-index

 

All

Top 30

All

Top 30

Aggregate Statistic [6, 7]

0.1247

0.1344

0.6564

0.6633

BoW Encoding

0.0072

0.1190

0.6678

0.6200

LLC-sum Encoding

0.0204

0.0217

0.6713

0.6449

LLC-max Encoding

0.0298

0.0235

0.6665

0.6767