Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping

Keyphrases

• Clinical Decisions 33%
• Data-driven Solutions 33%
• Dimensionality Reduction 33%
• Diverse Phenotype 33%
• Electronic Health Record Data 33%
• Electronic Health Records 100%
• Factorization Method 33%
• High-throughput Methods 33%
• High-throughput Phenotyping 33%
• Human Supervision 33%
• Intensive Supervision 33%
• Medical Concepts 33%
• Medical Experts 33%
• Non-overlapping 33%
• Nonnegative Tensor Factorization 33%
• Overlapping Elements 33%
• Patient Demographics 33%
• Predictive Power 33%
• Rare Phenotype 33%
• Sparse Tensor Approximation 100%
• Sparsity 33%

Computer Science

• Data Record 50%
• Dimensionality Reduction 50%
• High Throughput 100%
• Predictive Power 50%
• Sparsity 50%