A homologous and heterogeneous multi-view inter-patient adaptive network for arrhythmia detection

Zhaoyang Ma, Jing Wang, Jinghang Yue, Youfang Lin

Abstract: Highlights•A homologous and heterogeneous multi-view adaptive network is proposed.•The network captures dynamic and morphological characteristics of ECG.•The network elicits expert knowledge to model internally-invariant characteristics.•The network is able to overcome individual differences.•The proposed network outperforms the state-of-the-art baselines.