Unsupervised technique for robust target separation and analysis of DNA microarray spots through adaptive pixel clustering

Bioinformatics

Volumn 18, Issue 5, 2002, Pages 747-756

  Bozinov, Daniel ^a   Rahnenführer, Jörg ^b  

^a UNIVERSITY OF NEBRASKA MEDICAL CENTER   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ALGORITHM; ANALYTIC METHOD; ARTICLE; ARTIFACT; COMPUTER PROGRAM; CONTROLLED STUDY; DNA MICROARRAY; GENE CLUSTER; GENE EXPRESSION; IMAGE ANALYSIS; INTERMETHOD COMPARISON; METHODOLOGY; PRIORITY JOURNAL; STATISTICS;

EID: 0036083376     PISSN: 13674803     EISSN: 13674811     Source Type: Journal    
DOI: 10.1093/bioinformatics/18.5.747     Document Type: Article

References (32)

1. Seeded region growing
2. The discrete 2-center problem
3. The morphological approach to segmentation: The watershed transformation
4. Molecular classification of cutaneous malignant melanoma by gene expression profiling
5. A clustering technique for maximizing φ-divergence, noncentrality and discriminating power
6. Development of a novel software tool for high-throughput analysis and interpretation of gene expression microarray studies
7. Image metrics in the statistical analysis of DNA microarray data
8. Ratio-based decisions and the quantitative analysis of cDNA microarray images
9. Expression profiling using cDNA microarrays
10. Cluster analysis and display of genome-wide expression patterns
11. Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
12. A survey of constrained classification
13. Image segmentation techniques
14. Data clustering: A review
15. Finding Groups in Data: An Introduction to Cluster Analysis
16. Some methods for classification and analysis of multivariate observations
17. Molecular portraits of human breast tumors
18. Clustering and quantization by MSP-partitions
19. Multivariate permutation tests for the k-sample problem with clustered data
20. Systematic variation in gene expression patterns in human cancer cell lines
21. Quantitative monitoring of gene expression patterns with a DNA microarray
22. A DNA microarray system for analyzing complex DNA samples using two-color fluorescent probe hybridization
23. Morphological Image Analysis: Principles and Applications
24. Integrating robust clustering techniques in S-PLUS
25. Watersheds in digital spaces: An efficient algorithm based on immersion simulations
26. Comparison of methods for image analysis on cDNA microarray data