Title :
MIA: A UIMA-Based Microarray Image Analysis System
Author :
Chen, Wei-Bang ; Zhang, Chengcui ; Liu, Wen-Lin ; Tiwari, Richa
Abstract :
Microarray is an emerging technology that allows biologists to monitor expression levels of thousands of genes in parallel. In this proposal, we report an UIMA based microarray image analysis (MIA) system for solving two existing critical problems in microarray image analysis and data management. MIA system is designed to offer a flexible, scalable, and extensible environment, and to provide accurate microarray analysis results without the need of manually correcting the image processing results.
Keywords :
Aggregates; Data mining; Data structures; Fluorescence; Image analysis; Image segmentation; Information analysis; Performance analysis; Probes; Proposals;
Conference_Titel :
Multimedia Workshops, 2007. ISMW '07. Ninth IEEE International Symposium on
Conference_Location :
Taichung, Taiwan
Print_ISBN :
9780-7695-3084-0
DOI :
10.1109/ISM.Workshops.2007.24