Disease genes prediction by HMM based PU-learning using gene expression profiles.

Abstract excerpt

Predicting disease candidate genes from human genome is a crucial part of nowadays biomedical research. According to observations, diseases with the same phenotype have the similar biological characteristics and genes associated with these same diseases tend to share common functional properties. Therefore, by applying machine learning methods, new disease genes are predicted based on previous ones. In recent...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Artificial Intelligence
• Share to Markov Chains
• Share to Models, Statistical