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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Challenges<br />
• Numerical Value <strong>Analysis</strong><br />
— <strong>Image</strong> analysis<br />
— Expression level analysis<br />
• Annot<strong>at</strong>ion <strong>Analysis</strong><br />
— Prior knowledge (e.g., experimental conditions)<br />
— Metad<strong>at</strong>a (e.g., gene annot<strong>at</strong>ion)<br />
• Numerical and Text D<strong>at</strong>a Fusion<br />
— Represent<strong>at</strong>ion<br />
— Common Keys<br />
• <strong>Analysis</strong> <strong>of</strong> Fused D<strong>at</strong>a<br />
— Algorithms for numerical, c<strong>at</strong>egorical and textual d<strong>at</strong>a<br />
• D<strong>at</strong>a Management<br />
— Storage, retrieval, upd<strong>at</strong>es<br />
• Comput<strong>at</strong>ional Requirements<br />
— Large search space & modeling complexity<br />
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