Application of Microarray Technology and softcomputing in cancer Biology

International Journal of Biometric and Bioinformatics

A.VinayaBabu¹  K.Vaishali¹ 

关键词: DNA Microarray;    Classification;    Soft Computing;    Gene Expression;    Data Mining;   

DOI  :  

学科分类：计算机科学（综合）

来源: Computer Science Journals

【 摘 要 】

DNA microarray technology has emerged as a boon to the scientific community in understandingthe growth and development of life as well asin widening their knowledge inexploringthe genetic causes of anomalies occurring in the working of the human body. microarray technology makes biologists be capable of monitoring expression of thousands of genes in a single experiment on a small chip. Extractinguseful knowledge and info from these microarray has attracted the attention of many biologists and computer scientists. Knowledge engineering has revolutionalizedthe way in which the medical data is beinglooked at. Soft computing is a branch of computer science capable of analyzing complex medical data. Advances in the area of microarray ?based expressionanalysis have led to the promise of cancer diagnosis using new molecular based approaches. Many studies and methodologies have come up which analyszesthe gene espression data by using the techniques in data mining such as feature selection, classification, clustering etc. emboiding the soft computing methods for more accuracy. This review is an attempt to look at the recent advances in cancer research with DNA microarray technology , data mining and soft computing techniques.

【 授权许可】

Unknown