Improvements in resampling techniques for phenotype prediction: Applications to neurodegenerative diseases

Abstract

Searching for new biomarkers, biological networks and pathways is crucial in the solution of neurodegenerative diseases. In this research we have compared three different algorithms and resampling techniques to find possible genetic causes in patients with Alzheimer’s and Parkinson’s diseases, providing some interesting insights about the main causes involved in these diseases.