NDLI: DNA microarray data preprocessing

Content Provider	IEEE Xplore Digital Library
Author	Hautaniemi, S. Lehmussola, A. Yli-Harja, O.
Copyright Year	2004
Description	Author affiliation: Inst. of Signal Process., Tampere Univ. of Technol., Finland (Hautaniemi, S.; Lehmussola, A.; Yli-Harja, O.)
Abstract	Microarray technology is an essential part of modern biomedical research. At the moment, the most widely utilized microarray platform in academic biomedical research is DNA microarray due to its flexibility and low costs. One of the biggest drawback of the DNA microarray technology is high variation in data quality. Thus, in order to obtain reliable results, sophisticated image analysis and extensive preprocessing steps should be applied before actual microarray data analysis can take place. In this study we highlight some essential microarray preprocessing steps.
Sponsorship	IEEE IEEE Finland Section IEEE SP/CAS Chapter, Finland EURASIP UCSB Tampere Univ. of Technol. Ecole Superieure des Sciences et Techniques de Tunis, ESSTT, Univ. of Manouba
Starting Page	751
Ending Page	754
File Size	467303
Page Count	4
File Format	PDF
ISBN	0780383796
DOI	10.1109/ISCCSP.2004.1296522
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-03-21
Publisher Place	Tunisia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image segmentation Sequences Image edge detection Data preprocessing DNA Image sequence analysis Biomedical measurements Neoplasms Cancer Testing
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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