Classification of Single Cell Types using Small Sets of Expressed Genes: Comparative Analysis of Supervised Machine Learning Methods

Business & Economics

• Machine Learning 82%
• Learning Methods 77%
• Gene 55%
• Comparative Analysis 53%
• Gene Expression 43%
• Sorting 32%
• Learning Algorithm 12%
• Dimensionality 11%

Engineering & Materials Science

• Genes 59%
• Blood 57%
• Machine learning 45%
• Gene expression 34%
• Sorting 30%
• Cells 30%
• Fluorescence 11%
• Learning algorithms 8%
• Set theory 6%

Medicine & Life Sciences

• Supervised Machine Learning 100%
• Blood Cells 34%
• Genes 25%
• Datasets 22%
• Cell Separation 16%
• Gene Expression 12%
• Machine Learning 7%
• Flow Cytometry 5%