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Topology-based Clinical Data Mining for Identifying Hidden Patterns in Clinical Datasets
Topology-based clinical data mining is an application of data mining techniques used to reveal hidden patterns in clinical trial datasets without first having to make assumptions and develop a model or hypothesis.
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Handling Missing Data in Clinical Trials Using Topology-based Clinical Data Mining
Topology-based Clinical Data Mining combines Biostatistics, Topological Data Analysis, Machine Learning, and Data Visualization.
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Application of Topological Data Analysis to a Multicenter Randomized Clinical Trial
Topology-based Clinical Data Mining is a novel methodology that combines biostatistics, topological data analysis, and data visualization tools.
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