Artificial intelligence systems for the design of magic shotgun drugs

Designing magic shotgun compounds, i.e., compounds hitting multiple targets using artificial intelligence (AI) systems based on machine learning (ML) and deep learning (DL) approaches, has a huge potential to revolutionize drug discovery. Such intelligent systems enable computers to create new chemi...

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Bibliographic Details
Published in:Artificial Intelligence in the Life Sciences
Main Authors: José Teófilo Moreira-Filho, Meryck Felipe Brito da Silva, Joyce Villa Verde Bastos Borba, Arlindo Rodrigues Galvão Filho, Eugene N Muratov, Carolina Horta Andrade, Rodolpho de Campos Braga, Bruno Junior Neves
Format: Article
Language:English
Published: Elsevier 2023-12-01
Subjects:
Multi-target drugs
Deep learning
Predictive modeling
De novo design
Multi-task learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2667318522000253

Internet

http://www.sciencedirect.com/science/article/pii/S2667318522000253

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