CMIG
2010
12 years 11 months ago
2010
This paper presents a novel method for unsupervised DNA microarray gridding based on Support Vector Machines (SVMs). Each spot is a small region on the microarray surface where cha...
CSB
2004
IEEE
13 years 8 months ago
2004
IEEE
With the recent explosion of interest in microarray technology, massive amounts of microarray images are currently being produced. The storage and the transmission of this type of...
SAC
2003
ACM
13 years 9 months ago
2003
ACM
DNA microarray hybridisation is a popular high throughput technique in academic as well as industrial functional genomics research. In this paper we present a new approach to auto...
ICIAR
2005
Springer
13 years 9 months ago
2005
Springer
Image and statistical analysis are two important aspects of microarray technology. Of these, gridding is necessary to accurately identify the location of each spot while extracting...
CSB
2005
IEEE
13 years 10 months ago
2005
IEEE
Microarray experiments are characterized by a massive amount of data, usually in the form of an image. Based on the nature of microarray images, we consider the microarray in term...
ICIP
2006
IEEE
13 years 10 months ago
2006
IEEE
During the past years, the development of microarray technology has been remarkable, and it is becoming a daily tool in many genomic research laboratories. The widespread adoption...
CRV
2006
IEEE
13 years 10 months ago
2006
IEEE
A set of microarray images were acquired by a sequence of biological experiments which were scanned via a high resolution scanner. For each spot corresponding to a gene, the ratio...
CBMS
2007
IEEE
13 years 10 months ago
2007
IEEE
Microarray gene expression image analysis is a labor-intensive task and requires human intervention since microarray images are contaminated with noise and artifacts while spots a...
ICPR
2008
IEEE
13 years 10 months ago
2008
IEEE
1 Biological conclusions reached during microarray experiments can be greatly affected by human intervention, which is currently required in microarray image analysis. Therefore, a...
ICIP
2008
IEEE
13 years 10 months ago
2008
IEEE
Gridding is the first, essential stage of processing cDNA microarray images. The existing tools for allocating the grid structure in a microarray image often require human interve...