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Table 3 Selected Features.

From: Graph based fusion of miRNA and mRNA expression data improves clinical outcome prediction in prostate cancer

No graph

With graph

Feature

Counts

Feature

Counts

ESM1

161

hsa-miR-513a-3p

329

hsa-miR-412

151

hsa-miR-513a-5p

316

INHBA

130

hsa-miR-128

249

COMP

126

hsa-miR-1226*

233

ZFHX4

114

hsa-miR-1231

209

SLC6A14

103

hsa-miR-1224-5p

206

hsa-miR-484

92

hsa-miR-220a

199

PI15

83

hsa-miR-1233

198

hsa-miR-556-3p

79

hsa-miR-208a

169

hsa-miR-409-3p

74

hsa-miR-199b-3p

168

  1. The table lists the top ten features from CoxBoost with and without graph information. mRNA names are given by their gene symbols (capital letters) while miRNA names are given by their miRBase IDs (starting with hsa-miR). The Counts columns indicate in what number of the 500 bootstrap samples the feature was chosen. Consequently, the maximal count would be 500.