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Chemoinformatics and Bioinformatics in the Pharmaceutical Sciences
brings together two very important fields in pharmaceutical
sciences that have been mostly seen as diverging from each other:
chemoinformatics and bioinformatics. As developing drugs is an
expensive and lengthy process, technology can improve the cost,
efficiency and speed at which new drugs can be discovered and
tested. This book presents some of the growing advancements of
technology in the field of drug development and how the
computational approaches explained here can reduce the financial
and experimental burden of the drug discovery process. This book
will be useful to pharmaceutical science researchers and students
who need basic knowledge of computational techniques relevant to
their projects. Bioscientists, bioinformaticians, computational
scientists, and other stakeholders from industry and academia will
also find this book helpful.
This book presents drug repurposing strategies to combat
infectious diseases and cancer. It discusses key experimental and
in silico approaches for modern drug repositioning, including
signature matching, molecular docking, genome-wide associated
studies, and network-based approaches aided by artificial
intelligence. Further, the book presents various computational and
experimental strategies for better understanding disease mechanisms
and identify repurposed drug candidates for personalized
pharmacotherapy. It also explores the databases for drug
repositioning, summarizes the approaches taken for drug
repositioning, and highlights and compares their characteristics
and challenges. Towards the end, the book discusses challenges and
limitations encountered in computational drug repositioning.
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