Title :
Pattern Recognition in Drug Design Through Image Processing
Author :
Shvets, Natali ; Burcu Yilmaz
Author_Institution :
Dept. of Comput. Eng., Gebze Inatitute of Technol.
Abstract :
The aim of the study is molecular features extraction from bulky scientific data. Pattern recognition is used in many scientific areas. It can be viewed as a kind of "learning" from sample patterns. In chemistry, graphical images based on specific descriptions of molecules are a kind of patterns, and these images were used for the activity of compounds prediction through the use of different techniques for image processing
Keywords :
drugs; feature extraction; medical image processing; chemistry; drug design; graphical images; image processing; molecular features extraction; molecular graph; pattern recognition; Bonding; Chemicals; Chemistry; Drugs; Feature extraction; Image processing; Mathematics; Pattern recognition; Process design; Symmetric matrices; Molecular graph; image processing; pattern recognition;
Conference_Titel :
Computer as a Tool, 2005. EUROCON 2005.The International Conference on
Conference_Location :
Belgrade
Print_ISBN :
1-4244-0049-X
DOI :
10.1109/EURCON.2005.1630226
