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Bayesian hierarchical rule modeling for predicting …

    https://arxiv.org/pdf/1206.6653.pdf
    cal Association Rule Model (HARM), that predicts a patient’s pos-sible future medical conditions given the patient’s current and past history of reported conditions. The core of our technique is a Bayesian hierarchical model for selecting predictive association rules (such …

BAYESIAN HIERARCHICAL RULE MODELING …

    https://www.jstor.org/stable/41713468
    BAYESIAN HIERARCHICAL RULE MODELING 653 • Given data from a sequence of past encounters, predict the next condition that a patient will report. • Given basic …

Bayesian Hierarchical Rule Modeling for Predicting …

    https://academiccommons.columbia.edu/doi/10.7916/D8V69GP1
    Bayesian Hierarchical Rule Modeling for Predicting Medical Conditions McCormick, Tyler H. ; Rudin, Cynthia ; Madigan, David B. We propose a statistical modeling technique, called …

Bayesian hierarchical rule modeling for predicting …

    https://projecteuclid.org/journals/annals-of-applied-statistics/volume-6/issue-2/Bayesian-hierarchical-rule-modeling-for-predicting-medical-conditions/10.1214/11-AOAS522.full
    The core of our technique is a Bayesian hierarchical model for selecting predictive association rules (such as “condition 1 and condition 2 → condition 3”) from a …

Bayesian Hierarchical Rule Modeling for Predicting …

    https://stat.uw.edu/seminars/bayesian-hierarchical-rule-modeling-predicting-medical-conditions
    HARM produces a ranked list of these association rules which can be used by both patients and caregivers to guide medical decisions. The hierarchical structure of HARM …

Bayesian hierarchical rule modeling for predicting …

    http://web.mit.edu/rudin/www/docs/McCormickRuMa12.pdf
    BAYESIAN HIERARCHICAL RULE MODELING 653 • Given data from a sequence of past encounters, predict the next condition that a patient will report. • Given basic …

Bayesian Hierarchical Rule Modeling for Predicting …

    https://www.semanticscholar.org/paper/Bayesian-Hierarchical-Rule-Modeling-for-Predicting-McCormick-Rudin/7214d36076922309af1a59aa4da2168b042ea798
    A statistical modeling technique that predicts a patient's possible future medical conditions given the patient's current and past history of reported conditions, using …

Bayesian Hierarchical Rule Modeling for Predicting …

    https://www.researchgate.net/publication/228083447_Bayesian_Hierarchical_Rule_Modeling_for_Predicting_Medical_Conditions
    Incorporating Bayesian hierarchical methods may allow for sequential prediction of codes to better emulate the human medical-coding process (36). Future …

Bayesian Hierarchical Rule Modeling for Predicting …

    https://dspace.mit.edu/handle/1721.1/75394
    We propose a statistical modeling technique, called the Hierarchical Association Rule Model (HARM), that predicts a patient’s possible future medical conditions given the …

Bayesian Hierarchical Rule Modeling for Predicting …

    http://www.stat.columbia.edu/~madigan/PAPERS/rec_sys23_ssrn.pdf
    BAYESIAN HIERARCHICAL RULE MODELING 5 from common prior causes such as other conditions or drugs. Thus a rule such as dyspepsia !heartburn does not necessarily …



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