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This is the dissertation I submitted in partial fulfillment of the requirements for the degree of Bachelor of Arts in Computer Science. In it, I use a customized version of the Correlated Topic Model (a Bayesian network usually used for natural language processing and text analysis) to predict drug-pathway interactions (essentially trying to make a judgment on the effect of a drug based on its gene expression profile).

The PDF version of the dissertation is available at