Automatic microarray image segmentation with clustering-based algorithms
G Shao, D Li, J Zhang, J Yang, Y Shangguan - PloS one, 2019 - journals.plos.org
Image segmentation, as a key step of microarray image processing, is crucial for obtaining
the spot expressions simultaneously. However, state-of-art clustering-based segmentation …
the spot expressions simultaneously. However, state-of-art clustering-based segmentation …
Introduction to computational intelligence techniques and areas of their applications in medicine
A Niknejad, D Petrovic - Med Appl Artif Intell, 2013 - api.taylorfrancis.com
Artificial intelligence (AI) is an adaptation of the human mind's way of decision making using
computer systems. Since many of the important problems we face in everyday life cannot be …
computer systems. Since many of the important problems we face in everyday life cannot be …
Segmentation of microarray images using pixel classification—Comparison with clustering-based methods
N Giannakeas, PS Karvelis, TP Exarchos… - Computers in biology …, 2013 - Elsevier
OBJECTIVE: DNA microarray technology yields expression profiles for thousands of genes,
in a single hybridization experiment. The quantification of the expression level is performed …
in a single hybridization experiment. The quantification of the expression level is performed …
Hexagonal-grid-layout image segmentation using shock filters: computational complexity case study for microarray image analysis related to machine learning …
A Baloi, C Costea, R Gutt, O Balacescu, F Turcu… - Sensors, 2023 - mdpi.com
Hexagonal grid layouts are advantageous in microarray technology; however, hexagonal
grids appear in many fields, especially given the rise of new nanostructures and …
grids appear in many fields, especially given the rise of new nanostructures and …
M3G: Maximum Margin Microarray Gridding
D Bariamis, DK Iakovidis, D Maroulis - BMC bioinformatics, 2010 - Springer
Abstract Background Complementary DNA (cDNA) microarrays are a well established
technology for studying gene expression. A microarray image is obtained by laser scanning …
technology for studying gene expression. A microarray image is obtained by laser scanning …
Microarray image analysis: From image processing methods to gene expression levels estimation
B Belean, R Gutt, C Costea, O Balacescu - IEEE Access, 2020 - ieeexplore.ieee.org
Microarray image processing leads to the characterization of gene expression levels
simultaneously, for all cellular transcripts (mRNAs) in a single experiment. The calculation of …
simultaneously, for all cellular transcripts (mRNAs) in a single experiment. The calculation of …
[HTML][HTML] Microarray spot segmentation algorithm based on integro-differential operator
RM Farouk, MA SayedElahl - Egyptian Informatics Journal, 2019 - Elsevier
Microarray technology has increased exponentially in the past few years. Such technology
encompasses various applications related to drug design, tumor detection, clinical diagnosis …
encompasses various applications related to drug design, tumor detection, clinical diagnosis …
[ספר][B] Microarray image and data analysis: Theory and practice
L Rueda - 2018 - books.google.com
Microarray Image and Data Analysis: Theory and Practice is a compilation of the latest and
greatest microarray image and data analysis methods from the multidisciplinary international …
greatest microarray image and data analysis methods from the multidisciplinary international …
Unsupervised SVM-based gridding for DNA microarray images
D Bariamis, D Maroulis, DK Iakovidis - Computerized Medical Imaging and …, 2010 - Elsevier
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 …
support vector machines (SVMs). Each spot is a small region on the microarray surface …
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 technology plays an important role in drawing useful biological conclusions by
analyzing thousands of gene expressions simultaneously. Especially, image analysis is a …
analyzing thousands of gene expressions simultaneously. Especially, image analysis is a …