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Table 2 The Cancer Genome Atlas (TCGA) 12 cancers’ statistics. Cancers were sorted based on averaged concordance index in descending order according to Fig. 2

From: Deep learning-based cancer survival prognosis from RNA-seq data: approaches and evaluations

TCGA CancersTCGA Cancer
Abbreviations
Total CasesCensored (Living) GroupUncensored (Deceased) GroupNumber of Genes After Pre-processingAgeOverall Survival Months
MedianRangeMedianRange
KidneyKIRP2862424417,86761.528–8825.450.00–194.65
KidneyKIRC53135717417,8706126–9038.960.00–149.05
LiverLIHC36923913017,9636116–9019.320.00–120.73
BreastBRCA108393315018,0305826–9027.560.00–282.69
CervicalCESC3022317117,7314620–8820.930.00–210.51
LungLUAD49531518017,7156638–8821.550.00–238.11
BladderBLCA40222517718,0086934–9017.610.43–165.90
Head-NeckHNSC51429621817,9686119–9021.460.07–210.81
PancreaticPAAD176839317,1506535–8815.200.00–90.05
OvarianOV29911918017,6355830–8731.270.30–180.06
StomachSTAD39724415318,1726730–9014.030.00–122.21
LungLUSC48928320618,0306839–9021.910.00–173.69