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Package with many useful helpers used in the frame of PhD research (thesis). It provides utilities for classification, regression, correlation (classical and partial), permutation tests, visualizations, etc.

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README.md

PhD Research Helpers

This package provides a variety of useful helpers/tools used in the field of quantitative non-invasive and objective analysis and assessment of neurological and neurodevelopmental disorders such as Parkinson's disease, Alzheimer's disease or developmental dysgraphia employed at Brain Disease Analysis Laboratory (BDALab) located at Brno University of Technology, Czech Republic.

This package was developed by Zoltan Galaz as a toolbox used in the research published in the Ph.D. thesis: Assessment of Parkinson’s Disease Based on Acoustic Analysis of Hypokinetic Dysarthria. For more information, please contact the author at zoltan@galaz.eu.


Installation

git clone git@github.com:zgalaz/phd-research-helpers.git

Structure

+---Classification analysis tool           
+---Regression analysis tool      
+---Correlation analysis tool  
+---Dysarthric speech quantification tool        
+---Dysarthric speech visualization tool

License

This project is licensed under the terms of the MIT license. For more details, see the LICENSE file.

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Package with many useful helpers used in the frame of PhD research (thesis). It provides utilities for classification, regression, correlation (classical and partial), permutation tests, visualizations, etc.

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