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Explainable Genetic Inheritance Pattern Prediction

By Edmond Cunningham and others
Diagnosing an inherited disease often requires identifying the pattern of inheritance in a patient's family. We represent family trees with genetic patterns of inheritance using hypergraphs and latent state space models to provide explainable inheritance pattern predictions. Our approach allows for exact causal inference over a patient's possible genotypes given... Show more
December 4, 2018
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