Paper
Computational Intelligence on Chemometric Drug Designing: A Review
- Authors:
- Md Lutful Islam
- Abstract
- The application of different artificial intelligence (AI) techniques play an important role in the field of drug discovery research by enhancing the identification of drug candidates with less time and low investment along with small animal scarification. The present review has been adopted to discuss the role of artificial intelligence in the field of chemometric drug designing such as quantitative structure-activity relationship (QSAR) and molecular docking studies. The detailed study of QSAR and molecular docking are carried out while different artificial intelligence techniques, genetic algorithm, support vector machine, neural network and self-organising maps are being considered for illustration. Application of AI in QSAR, toxicity and molecular docking studies are also discussed.
- Keywords
- Drug Design; Artificial Intelligence; QSAR; Molecular Docking; Genetic Algorithm; Neural Network; Support Vector Machine
- StartPage
- 59
- EndPage
- 66
- Doi