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» A New Method for DNA Microarray Image Segmentation
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SAC
2003
ACM
13 years 10 months ago
A Markov Random Field Model of Microarray Gridding
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...
Mathias Katzer, Franz Kummert, Gerhard Sagerer
CSB
2005
IEEE
151views Bioinformatics» more  CSB 2005»
13 years 11 months ago
Lossless Compression of DNA Microarray Images
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...
Yong Zhang, Rahul Parthe, Donald A. Adjeroh
CCECE
2006
IEEE
13 years 11 months ago
cDNA Microarray Imaging using Single-Sensor Technology
A new solution for cDNA microarray image acquisition and processing is introduced. The proposed solution uses a two-color filter array placed on top of a single image sensor to c...
Rastislav Lukac, Konstantinos N. Plataniotis
CMIG
2010
110views more  CMIG 2010»
13 years 8 days ago
Unsupervised SVM-based gridding for DNA microarray images
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...
Dimitris G. Bariamis, Dimitris Maroulis, Dimitrios...
BIOINFORMATICS
2010
170views more  BIOINFORMATICS 2010»
13 years 5 months ago
Joint estimation of DNA copy number from multiple platforms
DNA copy number variants (CNV) are gains and losses of segments of chromosomes, and comprise an important class of genetic variation. Recently, various microarray hybridization ba...
Nancy R. Zhang, Yasin Senbabaoglu, Jun Z. Li