Comparison of methods for image analysis on cDNA microarray data

YH Yang, MJ Buckley, S Dudoit… - Journal of computational …, 2002 - Taylor & Francis
Image analysis is an important aspect of microarray experiments, one that can … image
analysis approaches for cDNA microarray experimentsandproposesnewaddressing,segmentation,…

A novel neural network approach to cDNA microarray image segmentation

Z Wang, B Zineddin, J Liang, N Zeng, Y Li, M Du… - Computer methods and …, 2013 - Elsevier
… following observations: (1) microarray image segmentation is an important yet challenging
… goals of microarray image processing; (3) it is essential that the segmentation stage be given …

Grow-cut based automatic cDNA microarray image segmentation

S Katsigiannis, E Zacharia… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
… in a microarray experiment. … the segmentation of cDNA microarray images is proposed. First,
a preprocessing stage is applied in order to reduce the noise levels of the microarray image. …

Analysis of cDNA microarray images

YH Yang, MJ Buckley, TP Speed - Briefings in bioinformatics, 2001 - academic.oup.com
Image analysis is an important aspect of microarray … existing image analysis methods used
on cDNA microarray data. In particular, it describes and discusses the different segmentation

[HTML][HTML] A combinational clustering based method for cDNA microarray image segmentation

G Shao, T Li, W Zuo, S Wu, T Liu - PloS one, 2015 - journals.plos.org
Microarray image reveals that various qualities, as … cDNA microarray image formation and
make the image processing be indeed complicated and challenging. Moreover, segmentation

cDNA microarray adaptive segmentation

Z Wang, B Zineddin, J Liang, N Zeng, Y Li, M Du, J Cao… - Neurocomputing, 2014 - Elsevier
… It is, therefore, the aim of this paper to investigate the microarray image analysis by … In this
section, a brief introduction of the cDNA microarray technology is presented. The illustration of …

Methods for automatic microarray image segmentation

M Katzer, F Kummert, G Sagerer - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
microarray expression experiments. We will then present our automatic grid finding method,
the high-level image segmentation … of methods for image analysis on cDNA microarray data,…

Image analysis for cDNA microarrays

J Rahnenführer - Methods of Information in Medicine, 2005 - thieme-connect.com
… for microarray image analysis essentially has to perform three fundamental processes, namely
gridding, segmentation and … Segmentation is used to differentiate the pixels within a spot-…

[PDF][PDF] Automatic Segmentation of cDNA Microarray Images using different methods

I Fouad, M Mabrouk, A Sharawy - Journal of Biomedical …, 2014 - researchgate.net
segmentation methods on a microarray image are shown in this section. The chosen noisy
… of microarray image segmentation. In the segmentation stage, four segmentation methods …

cDNA microarray image analysis

E Tozduman, S Albayrak - 2009 14th National Biomedical …, 2009 - ieeexplore.ieee.org
… A cDNA microarray analysis system consists of three main parts which are Gridding,
Segmentation … For segmentation we propose two different algorithm which are based on K-Means …