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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Input and Output <strong>of</strong> <strong>Microarray</strong> D<strong>at</strong>a <strong>Analysis</strong><br />
• Input: Laser image scans (d<strong>at</strong>a) and underlying experiment<br />
hypotheses or experiment designs (prior knowledge)<br />
• Output:<br />
— Conclusions about the input hypotheses or knowledge about<br />
st<strong>at</strong>istical behavior <strong>of</strong> measurements<br />
7<br />
— The theory <strong>of</strong> biological systems learnt autom<strong>at</strong>ically from<br />
d<strong>at</strong>a (machine learning perspective)<br />
– Model fitting, Inference process
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