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Building bioinformatics web applications with Streamlit by Chanin Nantasenamat; Avratanu Biswas; J.M. Nápoles-Duarte; Mitchell I. Parker; Roland L. Dunbrack is a book available to read on EtoBox.

What is Building bioinformatics web applications with Streamlit about?

Cheminformatics, QSAR and Machine Learning Applications for Novel Drug Development aims at showcasing different structure-based, ligand-based, and machine learning tools currently used in drug design. It also highlights special topics of computational drug design together with the available tools and databases. The integrated presentation of chemometrics, cheminformatics, and machine learning methods under is one of the strengths of the book.The first part of the content is devoted to establishing the foundations of the area. Here recent trends in computational modeling of drugs are presented. Other topics present in this part include QSAR in medicinal chemistry, structure-based methods, chemoinformatics and chemometric approaches, and machine learning methods in drug design. The second part focuses on methods and case studies including molecular descriptors, molecular similarity, structure-based based screening, homology modeling in protein structure predictions, molecular docking, stability of drug receptor interactions, deep learning and support vector machine in drug design. The third part of the book is dedicated to special topics, including dedicated chapters on topics rangin

Author

Chanin Nantasenamat; Avratanu Biswas; J.M. Nápoles-Duarte; Mitchell I. Parker; Roland L. Dunbrack

Publisher

Elsevier Science & Technology

Published

2023

Language

EN

ISBN

9780443186394

Subjects

Medical, Technology, Science