1 College of Railway Transportation, Hunan University of Technology, Zhuzhou, China. 2 Wasion Group Co., Ltd., Changsha, China. 3 State Grid Zhejiang Leqing Power ...

The model identifies these anomalies based on reconstruction error, which highlights unusual patterns in the data that deviate from historical trends. An LSTM Autoencoder architecture ... for ...

Abstract: Autoencoders have been extensively used in the development of recent anomaly detection techniques. The premise of their application is based on the notion that after training the autoencoder ...

This toolbox enables the simple implementation of different deep autoencoder. The primary focus is on multi-channel time-series analysis. Each autoencoder consists of two, possibly deep, neural ...

Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, ...

Remote ECG diagnosis has been widely used in the clinical ECG workflow. Especially for patients with pacemaker, in the limited information of patient's medical history, doctors need to determine ...