Machine Learning-Based Prediction of Drug-Drug Interactions for Histamine Antagonist Using Hybrid Chemical Features

Machine Learning-Based Prediction of Drug-Drug Interactions for Histamine Antagonist Using Hybrid Chemical Features

The requesting of detailed information on new drugs including drug-drug interactions or targets is often unavailable and resource-intensive in assessing adverse drug events. To shorten the common evaluation process of drug-drug interactions, we present a machine learning framework-HAINI to predict D...

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Autores principales: Luong Huu Dang, Nguyen Tan Dung, Ly Xuan Quang, Le Quang Hung, Ngoc Hoang Le, Nhi Thao Ngoc Le, Nguyen Thi Diem, Nguyen Thi Thuy Nga, Shih-Han Hung, Nguyen Quoc Khanh Le
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
drug-drug interaction
histamine antagonist
machine learning
PyBioMed package
cheminformatics
SMILES
Biology (General)
QH301-705.5
Acceso en línea:https://doaj.org/article/889f42ba036d454b8b4c79b71c362bcb
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