Identifying cancer targets based on machine learning methods via Chou's 5-steps rule and general pseudo components.

Identifying cancer targets based on machine learning methods via Chou's 5-steps rule and general pseudo components.
Curr Top Med Chem. 2019 Oct 16;:
Authors: Liang R, Xie J, Zhang C, Zhang M, Huang H, Huo H, Cao X, Niu B
Abstract
In recent years, the successful implementation of human genome project has made people realize that genetic, environmental and lifestyle factors should be combined together to study cancer due to the complexity and various forms of the disease. The increasing availability and growth rate of 'big data' derived from various omics, opens a new window for study and therapy of cancer. In this paper, we will introduce the application of machine learning methods in handling cancer big data including the use of artificial neural networks, support vector machines, ensemble learning and naïve Bayes classifiers.
PMID: 31622219 [PubMed - as supplied by publisher]

Source: Current Topics in Medicinal Chemistry - October 15, 2019 Category: Chemistry Authors: Liang R, Xie J, Zhang C, Zhang M, Huang H, Huo H, Cao X, Niu B Tags: Curr Top Med Chem Source Type: research