Classification of drugs based on mechanism of action using machine learning techniques

Classification of drugs based on mechanism of action using machine learning techniques

Abstract The mechanism of action is an important aspect of drug development. It can help scientists in the process of drug discovery. This paper provides a machine learning model to predict the mechanism of action of a drug. The machine learning models used in this paper are Binary Relevance K Neare...

Full description

Saved in:
Bibliographic Details
Main Authors: H. L. Gururaj, Francesco Flammini, H. A. Chaya Kumari, G. R. Puneeth, B. R. Sunil Kumar
Format: article
Language:EN
Published: Springer 2021
Subjects:
Mechanism of action
Cell viability
Gene expression
Protein
Inhibitors
Computational linguistics. Natural language processing
P98-98.5
Electronic computers. Computer science
QA75.5-76.95
Online Access:https://doaj.org/article/6191d80f2c78430a9578d4cda558557c
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doaj.org/article/6191d80f2c78430a9578d4cda558557c

Similar Items