Deep Learning-Assisted Compound Bioactivity Estimation Framework

Deep Learning-Assisted Compound Bioactivity Estimation Framework

Drug Discovery is a highly complicated process. On average, it takes six to twelve years to manufacture a new drug and have the product released in the market. It is of utmost importance to find methods that would accelerate the manufacturing process. This significant challenge in drug development c...

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Bibliographic Details
Main Authors: Yasmine Eid Mahmoud Yousef, Ayman El-Kilany, Farid Ali, Yassin M. Nissan, Ehab E. Hassanein
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Egyptian Informatics Journal
Subjects:
Drug discovery
Deep learning
Regression
Auto-encoder
Classification
Online Access:http://www.sciencedirect.com/science/article/pii/S111086652400121X
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