Sean Shensheng Xu

Towards End-to-End ECG Classification With Raw Signal Extraction and Deep Neural Networks

Sean Shensheng Xu, Man‐Wai Mak, Chi-Chung Cheung · IEEE Journal of Biomedical and Health Informatics · 2018 · 245 citations · Full text

Electrophysiological Evaluation, Deep Neural Networks, Signal Alignment +15

Deep neural networks versus support vector machines for ECG arrhythmia classification

Sean Shensheng Xu, Man‐Wai Mak, C.H. Cheung · 2017 · 31 citations

Engineering, Machine Learning, Heart Arrhythmia +19

I-Vector-Based Patient Adaptation of Deep Neural Networks for Automatic Heartbeat Classification

Sean Shensheng Xu, Man‐Wai Mak, Chi-Chung Cheung · IEEE Journal of Biomedical and Health Informatics · 2019 · 30 citations · Full text

Engineering, Machine Learning, Autoencoders +21

Inter-patient ECG classification with i-vector based unsupervised patient adaptation

Sean Shensheng Xu, Man‐Wai Mak, Chunqi Chang · Expert Systems with Applications · 2022 · 17 citations

Electrophysiological Evaluation, Engineering, Machine Learning +9

Patient-Specific Heartbeat Classification Based on I-Vector Adapted Deep Neural Networks

Sean Shensheng Xu, Man‐Wai Mak, Chi-Chung Cheung · 2018 · 15 citations · Full text

Engineering, Machine Learning, Biometrics +19