Data Mining and Machine Learning Models for Predicting Drug Likeness and Their Disease or Organ Category

Data mining approaches can uncover underlying patterns in chemical and pharmacological property space decisive for drug discovery and development. Two of the most common approaches are visualization and machine learning methods. Visualization methods use dimensionality reduction techniques in order...

Full description

Bibliographic Details
Main Authors: Abraham Yosipof, Rita C. Guedes, Alfonso T. García-Sosa
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-05-01
Series:Frontiers in Chemistry
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fchem.2018.00162/full