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A Bayesian Nonparametric Approach to Discover Clinico-Genetic Associations across Cancer Types
(2019)bioRxivMotivation Personalized medicine aims at combining genetic, clinical, and environmental data to improve medical diagnosis and disease treatment, tailored to each patient. This paper presents a Bayesian nonparametric (BNP) approach to identify genetic associations with clinical/environmental features in cancer. We propose an unsupervised approach to generate data-driven hypotheses and bring potentially novel insights about cancer biology. ...Working Paper