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» Gridding and Compression of Microarray Images
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ICIP
2006
IEEE
14 years 19 days ago
Lossless Compression of Microarray Images
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...
António J. R. Neves, Armando J. Pinho
BIBE
2008
IEEE
150views Bioinformatics» more  BIBE 2008»
13 years 6 months ago
Automatic DNA microarray gridding based on Support Vector Machines
This paper presents a novel method for DNA microarray gridding based on Support Vector Machine (SVM) classifiers. It employs a set of soft-margin SVMs to estimate the lines of the ...
Dimitris G. Bariamis, Dimitris Maroulis, Dimitrios...
CAIP
2007
Springer
135views Image Analysis» more  CAIP 2007»
14 years 23 days ago
An Automatic Microarray Image Gridding Technique Based on Continuous Wavelet Transform
In the present study, a new gridding method based on continuous wavelet transform (CWT) was performed. Line profiles of x and y axis were calculated, resulting to 2 different signa...
Emmanouil Athanasiadis, Dionisis Cavouras, Panagio...
SAC
2003
ACM
13 years 11 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
ICIP
2009
IEEE
14 years 7 months ago
A Bio-inspired Cnn With Re-indexing Engine For Lossless Dna Microarray Compression And Segmentation
The DNA microarray images allow to analyze the natural gene expressions. In this paper we propose an advanced method to efficiently address the imaging storage as well as the perf...