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Detecting, correcting, and preventing the batch effects in multi-site data, with a focus on gene expression Microarrays
DownloadSpring 2014
Gene expression microarrays are widely used to better understand the complex biological mechanisms inside cells. One of the main obstacles of applying statistical learning algorithms to microarray data is the large gap between the number of features (p) and the number of available instances (n),...
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Fall 2015
Hepatocellular carcinoma (HCC) and Cholangiocellular Carcinoma (CCA) represent the most common malignant tumor of the liver accounting about 90 % of all liver malignancies. The overall prognosis of HCC and CCA is very poor due to the lack of effective treatment. MicroRNAs (miRNAs) represent a...
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