DNA Microarray Image Analysis - University of Illinois at Urbana ...
DNA Microarray Image Analysis - University of Illinois at Urbana ...
DNA Microarray Image Analysis - University of Illinois at Urbana ...
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Summary<br />
• <strong>Microarray</strong> Technology and D<strong>at</strong>a Processing Workflow<br />
• <strong>Microarray</strong> <strong>Image</strong> <strong>Analysis</strong><br />
— Grid Alignment Problem<br />
— Foreground Separ<strong>at</strong>ion<br />
— Spot Quality Assessment<br />
— Quantific<strong>at</strong>ion and Normaliz<strong>at</strong>ion<br />
— Additional <strong>Microarray</strong> D<strong>at</strong>a Fusion and Visualiz<strong>at</strong>ion<br />
• Needed<br />
— Biologists to define a biologically meaningful<br />
problems/scenarios/experiments<br />
— Computer scientists to provide comput<strong>at</strong>ional tools<br />
— Analysts (st<strong>at</strong>istics, artificial intelligence, knowledge discovery in<br />
d<strong>at</strong>a bases) to introduce techniques<br />
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