Random Forest Segregation of Drug Responses May define Regions of Biological Significance

Random Forest Segregation of Drug Responses May define Regions of Biological Significance

The ability to assess brain responses in unsupervised manner based on fMRI measure has remained a challenge. Here we have applied the Random Forest (RF) method to detect differences in the pharmacological MRI (phMRI) response in rats to treatment with an analgesic drug (buprenorphine) as compared t...

Full description

Bibliographic Details
Main Authors: Qasim eBukhari, David eBorsook, Markus eRudin, Lino eBecerra
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-03-01
Series:Frontiers in Computational Neuroscience
Subjects:
Buprenorphine
Pharmacology
fMRI
machine learning
random forest
phMRI
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2016.00021/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fncom.2016.00021/full

Similar Items