Semi-Supervised Topological Analysis for Elucidating Hidden Structures in High-Dimensional Transcriptome Datasets

Mathematics

• High-dimensional 88%
• Prior Knowledge 51%
• Framework 49%
• Data analysis 39%
• Filter 38%
• Gene Expression Profile 36%
• Ovarian Cancer 34%
• Relationships 26%
• High-dimensional Data 24%
• Data Mining 24%
• Data Structures 22%
• Dimensionality 21%
• Evaluation 15%
• Topology 15%
• Modeling 14%
• Simulation 13%
• Context 13%
• Graph in graph theory 9%

Medicine & Life Sciences

• Transcriptome 100%
• Datasets 86%
• Data Analysis 81%
• Data Mining 65%
• Ovarian Neoplasms 49%
• Evaluation Studies 48%
• Genotype 38%

Engineering & Materials Science

• Labeled data 63%
• Gene expression 59%
• Tissue 46%
• Data mining 44%
• Data structures 44%
• Topology 36%