Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation

27 Dec 2019Kexin HuangAbhishek SinghSitong ChenEdward T. MoseleyChih-ying DengNaomi GeorgeCharlotta Lindvall

Clinical notes contain rich data, which is unexploited in predictive modeling compared to structured data. In this work, we developed a new text representation Clinical XLNet for clinical notes which also leverages the temporal information of the sequence of the notes... (read more)

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