Association Analysis Techniques for Discovering Functional Modules from Microarray Data [PDF]
AbstractAn application of great interest in microarray data analysis is the identification of a group of genes that show very similar patterns of expression in a data set, and are expected to represent groups of genes that perform common/similar functions, also known as functional modules.
Gaurav Pandey+3 more
core +7 more sources
Analysis of Microarray Data using Artificial Intelligence Based Techniques [PDF]
Microarray is one of the essential technologies used by the biologists to measure genome-wide expression levels of genes in a particular organism under some particular conditions or stimuli. As microarrays technologies have become more prevalent, the challenges of analyzing these data for getting better insight about biological processes have ...
Khalid Raza
+6 more sources
Application of chromosome microarray analysis and karyotyping in fetal cardiac abnormalities [PDF]
ObjectiveChromosome microarray analysis (CMA) and karyotyping are two important genetic testing techniques used in prenatal diagnosis. This study aims to evaluate the value of chromosome microarray analysis and karyotyping in the diagnosis of fetal ...
Yun Guo+3 more
doaj +2 more sources
Comparison of different probe-level analysis techniques for oligonucleotide microarrays
Three different software packages for the probe-level analysis of high-density oligonucleotide microarray data were compared using an experiment-derived data set that was validated using real-time PCR. The efficiency with which these three programs could identify true positives in this data set was assessed. In addition, estimates of false-positive and
Barbara Rosati+4 more
openalex +5 more sources
Microarray Technique, Analysis, and Applications in Dermatology [PDF]
The Human Genome Project, completed in 2003, identified the sequence of the approximately 25,000 genes that comprise the human genome. Knowledge of the structure of the human genome opened the doors to studying the actual function of specific genes, which is necessary to understanding health and disease.
Jennifer Villaseñor‐Park+1 more
openalex +4 more sources
Adaptive techniques for microarray image analysis with related quality assessment [PDF]
We propose novel techniques for microarray image analysis. In particular, we describe an overall pipeline able to solve the most common problems of microarray image analysis. We pro- pose the microarray image rotation algorithm (MIRA) and the statis- tical gridding pipeline (SGRIP) as two advanced modules devoted to restoring the original microarray ...
Sebastiano Battiato+4 more
openalex +3 more sources
Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications [PDF]
This review systematically summarizes recent advances in microarray feature selection techniques and their applications in biomedical research. It addresses the challenges posed by the high dimensionality and noise of microarray data, aiming to integrate
Fangling Wang+9 more
doaj +2 more sources
Comparison of microarray and SAGE techniques in gene expression analysis of human glioblastoma [PDF]
To enhance glioblastoma (GB) marker discovery we compared gene expression in GB with human normal brain (NB) by accessing SAGE Genie web site and compared obtained results with published data. Nine GB and five NB SAGE-libraries were analyzed using the Digital Gene Expression Displayer (DGED), the results of DGED were tested by Northern blot analysis ...
V. M. Kavsan+9 more
openalex +5 more sources
Gene expression analysis of glucocorticoid-induced apoptosis by a gene microarray technique [PDF]
Gene expression analysis of glucocorticoid-induced apoptosis by a gene microarray ...
Huiling He+3 more
openalex +2 more sources
Cancer is one of the major causes of deaths worldwide. This disease is more ghastly as it doesn’t announce itself until it reaches in an advance stage. Still, mortality rate for cancer can be decreased if we diagnose & provide treatment at earliest. Though there are traditional clinical trials to predict a cancer there does not a single test which can ...
Swati B. Bhonde, Jayashree R. Prasad
+5 more sources