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...

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Bibliographic Details
Main Authors: H. L. Gururaj, Francesco Flammini, H. A. Chaya Kumari, G. R. Puneeth, B. R. Sunil Kumar
Format: Article
Language:English
Published: Springer 2021-11-01
Series:Discover Artificial Intelligence
Subjects:
Mechanism of action
Cell viability
Gene expression
Protein
Inhibitors
Online Access:https://doi.org/10.1007/s44163-021-00012-2

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