Deep Learning Technologies for Time Series Anomaly Detection in Healthcare: A Review

Medical time series data often exhibit intricate and dynamic patterns. With the rapid advancement of medical digitization, deep learning-based time series anomaly detection techniques have found extensive applications in the healthcare field, such as detecting irregular heart rhythms and monitoring...

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Bibliographic Details
Main Authors: Xue Yang, Xuejun Qi, Xiaobo Zhou
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10287948/