Cell transfer technique for constructing cytological microarrays for immunocytochemical analysis
Cytopathology, 2016ObjectiveTo evaluate the utility of a proposed cell transfer technique for constructing cytological smear microarrays and its potential applications in multiplex immunocytochemical (ICC) staining.MethodsNinety‐six cytology smears, including two pericardial effusions, 22 ascites and 72 pleural effusions, were transferred to a 33‐plex cytological ...
C-H, Wen +5 more
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Clustering Techniques from Significance Analysis of Microarrays
2015Microarray technology is a prominent tool that analyzes many thousands of gene expressions in a single experiment as well as to realize the primary genetic causes of various human diseases. There are abundant applications of this technology and its dataset is of high dimension and it is difficult to analyze the whole gene sets.
K. Nirmalakumari +2 more
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A Survey of Classification Techniques for Microarray Data Analysis
2011With the recent advance of biomedical technology, a lot of ‘OMIC’ data from genomic, transcriptomic, and proteomic domain can now be collected quickly and cheaply. One such technology is the microarray technology which allows researchers to gather information on expressions of thousands of genes all at the same time.
Wai-Ki Yip, Samir B. Amin, Cheng Li
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A study on microarray image gridding techniques for DNA analysis
2014 2nd International Conference on Electronic Design (ICED), 2014Microarray is one of the most promising tools available for researchers in the life sciences to study gene expression profiles. Through microarray analysis, gene expression levels can be obtained, and the biological information of a disease can be identified. The gene expression information embedded in the microarray is extracted using image-processing
Maziidah Mukhtar Ahmad +2 more
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Single Nucleotide Polymorphism Analysis in HIV and Kaposi's Sarcoma Disease by Microarray Technique
Current HIV Research, 2020Background: Emergence of Kaposi's Sarcoma in the cases other than HIV, following the use of immunosuppressant drugs, demonstrates that it is related to weak immunity. The fact that this malignancy does not occur in every HIV-positive patient suggests that genetic predisposition may also be effective.
Ismail Koyuncu +6 more
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The optimized adaptive density estimation technique applied to microarray data analysis
2014 International Conference on Multimedia Computing and Systems (ICMCS), 2014This paper describes and proposes a method of optimizing the smoothing parameter of an estimator of the probability density function (PDF) called the adaptive kernel estimator (AKE). This optimized estimator is used to build the Bayes classifier in the classification of microarray data. The study profiles and gene expression have made great advances in
Yissam Lakhdar, El Hassan Sbai
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An improved SOM-based visualization technique for DNA microarray data analysis
The 2010 International Joint Conference on Neural Networks (IJCNN), 2010Effective and meaningful visualization techniques are quite important for multidimensional DNA microarray gene expression data analysis. Elucidating the cluster properties of these multidimensional data are often complex. Patterns, hypotheses on the relationships, and ultimately of the function of the gene can be analyzed and visualized by non-linear ...
Jagdish Chandra Patra +3 more
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Comparative study on dimension reduction techniques for cluster analysis of microarray data
The 2011 International Joint Conference on Neural Networks, 2011This paper proposes a study on the impact of the use of dimension reduction techniques (DRTs) in the quality of partitions produced by cluster analysis of microarray datasets. We tested seven DRTs applied to four microarray cancer datasets and ran four clustering algorithms using the original and reduced datasets. Overall results showed that using DRTs
Daniel de Araújo 0001 +3 more
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Performance Analysis of Microarray Data Classification using Machine Learning Techniques
International Journal of Knowledge Discovery in Bioinformatics, 2015Microarray technology of DNA permits simultaneous monitoring and determining of thousands of gene expression activation levels in a single experiment. Data mining technique such as classification is extensively used on microarray data for medical diagnosis and gene analysis.
Subhendu Kumar Pani +2 more
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Genome-Wide Analysis of Pancreatic Cancer Using Microarray-Based Techniques
Pancreatology, 2009Microarray-based comparative genomic hybridisation (CGH) has allowed high-resolution analysis of DNA copy number alterations across the entire cancer genome. Recent advances in bioinformatics tools enable us to perform a robust and highly sensitive analysis of array CGH data and facilitate the discovery of novel cancer-related genes.We analysed a total
Tomohiko, Harada +3 more
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