Browsing Theses by Subject "Drug Discovery"
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Machine Learning Model for Repurposing Drugs to Target Viral Diseases
(University of Waterloo, 2023-01-26)With recent events, such as the Covid-19 pandemic, it is increasingly important to develop strategies to combat viral diseases. Due to technological advancements, computer-aided drug design and machine learning (ML)-based ... -
Statistical Learning in Drug Discovery via Clustering and Mixtures
(University of Waterloo, 2007-09-20)In drug discovery, thousands of compounds are assayed to detect activity against a biological target. The goal of drug discovery is to identify compounds that are active against the target (e.g. inhibit a virus). Statistical ...