Global Unified Data Modeler (GUDM) is a bioinformatics software tool used for pre-processing and integrating multiple heterogeneous datasets, collected from multi-modal sources, into an integrated dataset. This integrated dataset is supposed to be used for different types of medical analysis and unified decisions, using different machine learning approaches.

Features

  • Reading and Loading multiple data files from multiple heterogeneous data sources
  • Pre-processing the individual dataset
  • Finding intrinsic relationship across all the datasets
  • Filling missing values
  • Reducing all the imported datasets to be uniform in terms of number of instances
  • Creating unified data model and integrating the datasets to form a unified dataset
  • Exporting the dataset in multiple file formats.

Project Samples

Import datasets Intrinsic relationship Missing value completion Uniforming datasets (reduction) Unified data model creation Fusion

Project Activity

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Categories

Bio-Informatics

License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Programming Language

C#

Related Categories

C# Bio-Informatics Software

Registered

2014-09-26
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