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Table 1 Summary of the clinical features of patients in each bulk expression cohort used during model training

From: Diagnostic Evidence GAuge of Single cells (DEGAS): a flexible deep transfer learning framework for prioritizing cells in relation to disease

Glioblastoma Multiforme TCGA [34]
Feature Details
Sex 74 Male, 37 Female
Age (years) Range: 14–83, Mean: 56, Median: 58
Clinical GBM subtype 34 Classical, 33 Mesenchymal, 9 Neural, 35 Proneural
Alzheimer’s disease MSBB [35]
Feature Details
Sex 90 Male, 131 Female
Age (years) Range: 61–90+, Mean* >  82, Median = 84
AD diagnosis 135 AD, 86 Control
Multiple Myeloma MMRF [47]
Feature Details
Sex 387 Male, 260 Female
Age (years) Range: 27–93, Mean: 64, Median: 64
Progression-free survival time (days) Range: 13–1753, Mean: 665.4, Median: 629
200 patients progressed
  1. *Final age category is > 90 years. The following are all of the abbreviations: The Cancer Genome Atlas (TCGA), Glioblastoma Multiforme (GBM), Mount Sinai/JJ Peters VA Medical Center Brain Bank (MSBB), and Multiple Myeloma Research Foundation (MMRF)