عنوان

Artificial neural network for drug design, delivery, and disposition

(Number (ISBN

0128015594

(Number (ISBN

9780128015599

Number

dltt

Title Proper

Artificial neural network for drug design, delivery, and disposition

General Material Designation

[Book]

First Statement of Responsibility

edited by Munish Puri, Yashwant Pathak, Vijay Kumar Sutariya, Srinivas Tipparaju, Wilfrido Moreno.

Place of Publication, Distribution, etc.

Boston :

Name of Publisher, Distributor, etc.

Elsevier/AP, Academic Press is an imprint of Elsevier,

Date of Publication, Distribution, etc.

[2016]

Text of Note

Includes bibliographical references and index.

Text of Note

Section 1. Basics of ANN: concept and strategy in drug design -- 1. Introduction to artificial neural network (ANN) as a predictive tool for drug design, discovery, delivery, and disposition: basic concepts and modeling -- 2. The role of artificial neural networks on target validation in drug discovery and development -- 3. Computational basis of neural elements -- 4. Genetic algorithm optimization of Bayesian-regularized artificial neural networks in drug design -- 5. Neurobiological computation and neural networks -- Section 2. Basics and application of ANN in drug discovery -- 6. Application of artificial neural networks in modern drug discovery -- 7. Impact and challenges of chemoinformatics in drug discovery -- 8. Impact of artificial neural networks in QSAR and computational modeling -- 9. Data mining in drug discovery and design -- 10. Artificial neural networking in controlled drug delivery -- Section 3. ANN in drug delivery -- 11. Artificial neural networks in drug transport modeling and simulation-I -- 12. Artificial neural networks in drug transport modeling and simulation-II -- 13. Artificial neural network as helping tool for drug formulation and drug administration strategies -- 14. ANN in pharmaceutical product and process development -- Section 4. ANN in drug disposition -- 15. Classic formal logic and nonclassical logics: basis of research on neural networks -- 16. Neural networks and computational complexity -- 17. Adaptive modeling and intelligent control of a sodium nitroprusside delivery system -- Section 5. ANN in various applications in medicine -- 18. Recent advances of biochemical analysis: ANN as a tool for earlier cancer detection and treatment -- 19. Role of an artificial neural network classifier in nuclear pleomorphic feature analysis of histopathological images of breast cancer -- 20. Clinical applications of artificial neural networks in pharmacokinetic modeling.

0

Text of Note

"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." --

Neural networks (Computer science)

Pharmaceutical technology.

Pharmacology-- Data processing.

Automatic Data Processing

Drug Delivery Systems

Drug Discovery-- methods

Neural Networks (Computer)

Technology, Pharmaceutical

Moreno, Wilfrido, (Wilfrido Alejandro)

Pathak, Yashwant.

Puri, Munish.

Sutariya, Vijaykumar B.

Tipparaju, Srinivas, (Srinivas M.)

ScienceDirect (Online service).

Date of Transaction

20181030160152.0

Electronic name

[Book]

Y