Clinical event sequences consist of thousands of clinical events that represent records of patient care in time . An important challenge of learning a good predictive model of clinical sequences is patient-specificvariability . The new adaptive event sequence prediction framework learns to adjust its prediction for individual patients through an online model update . It is based on underlying clinical complications, each patient’ssequence may consist of different sets of clinical event events . To address the problem, wedevelop a new adaptive . event sequence . prediction framework that learns to .adjust its predictions for individual . patients through its prediction .

Author(s) : Jeong Min Lee, Milos Hauskrecht

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Keywords : clinical - event - prediction - sequence - patient -

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