Artificial Neural Network for Drug Design, Delivery and Disposition

Erscheinungsjahr 2015
ISBN: 978-0-12-801559-9
Verlag: Elsevier Inc

Buch, Englisch, 440 Seiten, Format (B × H): 191 mm x 235 mm, Gewicht: 1060 g

Artificial Neural Network for Drug Design, Delivery and Disposition provides an in-depth look at the use of artificial neural networks (ANN) in pharmaceutical research. With its ability to learn and self-correct in a highly complex environment, this predictive tool has tremendous potential to help researchers more effectively design, develop, and deliver successful drugs.

This book illustrates how to use ANN methodologies and models with the intent to treat diseases like breast cancer, cardiac disease, and more. It contains the latest cutting-edge research, an analysis of the benefits of ANN, and relevant industry examples. As such, this book is an essential resource for academic and industry researchers across the pharmaceutical and biomedical sciences.

Autoren/Hrsg.

Puri, Munish

Pathak, Yashwant

Sutariya, Vijay Kumar

Tipparaju, Srinivas

Moreno, Wilfrido

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizinische Fachgebiete Pharmakologie, Toxikologie
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Pharmazie

Inhaltsverzeichnis

Part I – Basics of ANN: Concept and Strategy in Drug DesignPart II – Basics and Application of ANN in Drug DiscoveryPart III – ANN in Drug DeliveryPart IV – ANN in Drug DispositionPart V – ANN in Various Applications in Medicine

Über Autor(innen)

Pathak, Yashwant
Yashwant Pathak is a Professor at Taneja College of Pharmacy at the University of South Florida, FL, United States. His area of research is nanotechnology, drug delivery systems, and nutraceuticals. He is also an Ad junct Professor at the Faculty of Pharmacy, Airlangga University, Surabaya, Indonesia.