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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)