ML for Target Identification & Validation in Drug Discovery - Couverture souple

Durga, Putta; Venkateswara Rao, Sadhu

 
9783659469923: ML for Target Identification & Validation in Drug Discovery
Couverture souple
ISBN 10 : 3659469920 ISBN 13 : 9783659469923
Editeur : LAP Lambert Academic Publishing, 2024

Synopsis

Machine Learning Approaches for Target Identification and Validation in Drug Discovery examines the transformative role of machine learning (ML) in enhancing the drug discovery process. The introduction highlights the importance of accurate target identification and validation, while subsequent sections delve into various ML algorithms for predicting potential drug targets based on biological data. Gene prioritization methods are discussed, showcasing how ML can effectively rank disease-associated genes. Additionally, the integration of ML with knowledge graphs is explored, illustrating how these tools enhance data connectivity and decision-making. Finally, the importance of information extraction through data mining and natural language processing is addressed, illustrating how these approaches help researchers extract valuable insights from large datasets, thereby advancing the field of drug discovery.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP Lambert Academic Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
3659469920
ISBN 13 
9783659469923
Reliure
Broché
Nombre de pages
56
Coordonnées du fabricant
non disponible
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