Predicting the Risk of Heart Failure With EHR Sequential Data Modeling

Electronic health records (EHRs) contain patient diagnostic records, physician records, and records of hospital departments. For heart failure, we can obtain mass unstructured data from EHR time series. By analyzing and mining these time-based EHRs, we can identify the links between diagnostic event...

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Bibliographic Details
Main Authors: Bo Jin, Chao Che, Zhen Liu, Shulong Zhang, Xiaomeng Yin, Xiaopeng Wei
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8245772/