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Table 1 Nine microarray datasets used in the study.

From: Very Important Pool (VIP) genes – an application for microarray-based molecular signatures

Name Cancer type Prediction task Sample size Number of events Number of genes Reference
Beer Lung adenocarcinoma Survival 86 24 6532 [48]
Bhattacharjee Lung adenocarcinoma 4-year survival 62 31 5403 [49]
Chen Hepatocellular carcinoma Tumors 156 82 3964 [50]
Pomeroy Medulloblastoma Medulloblastoma survival 60 21 7129 [52]
Rosenwald Non-Hodgkin lymphoma Survival 240 138 7399 [53]
Shipp Diffuse large b-cell lymphoma (DLBCL) Cured 58 32 6817 [54]
Singh Prostate cancer Tumors 102 52 12600 [55]
Yeoh Acute lymphocytic leukaemia Relapse-free survival 233 32 12236 [56]
van't Veer Breast cancer 5-year metastasis-free survival 97 46 4948 [57]