Z
Zhang Yabin
Researcher at Zhengzhou University
Publications - 5
Citations - 17
Zhang Yabin is an academic researcher from Zhengzhou University. The author has contributed to research in topics: Deep learning & Signal processing. The author has an hindex of 2, co-authored 5 publications receiving 6 citations.
Papers
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Journal ArticleDOI
Identification of Arrhythmia by Using a Decision Tree and Gated Network Fusion Model.
TL;DR: In this paper, a gate recurrent unit (GRU) and decision tree fusion model, referred to as (T-GRU), was designed to explore the problem of arrhythmia recognition and to improve the credibility of deep learning methods.
Journal ArticleDOI
KecNet: A Light Neural Network for Arrhythmia Classification Based on Knowledge Reinforcement.
TL;DR: In this paper, a lightweight neural network construction scheme based on domain knowledge is proposed to model ECG data by effectively leveraging signal analysis and medical knowledge, which can be applied in practice, especially wearable and lightweight mobile devices for arrhythmia classification.
Patent
An upper limb rehabilitation robot based on binocular vision
Lu Peng,Wang Hanzhang,Chen Haiyang,Zhu Xikun,Han Xinzhe,Zhao Yingjie,Han Kunfeng,Liu Chao,Xi Hao,Qi Lianxin,Wang Yingying,Zhang Yabin,Gao Yang +12 more
TL;DR: In this paper, an upper limb rehabilitation robot based on binocular vision is presented. The device comprises a mechanical structure, a main control module, a remote controller, a motor, a limb information collection and processing module and a power module.
Journal ArticleDOI
A New Multichannel Parallel Network Framework for the Special Structure of Multilead ECG.
TL;DR: The MLCNN-BiLSTM neural network can be used as the first-round screening tool for clinical diagnosis of ECG, and the weighted fusion of the temporal-spatial features extracted from multiple channels in parallel is used in exploring the sensitivity of different cardiovascular diseases to morphological and rhythmic features.
Patent
Tail-end-traction-type upper limb rehabilitation robot
Lu Peng,Liu Chao,Han Xinzhe,Zhu Xikun,Chen Haiyang,Zhao Yingjie,Wang Hanzhang,Han Kunfeng,Wang Yingying,Qi Lianxin,Xi Hao,Gao Yang,Zhang Yabin +12 more
TL;DR: In this paper, a tail-end-traction-type upper limb rehabilitation robot is described by comprising a mechanical framework, a main control module, a motor module, information collection module, an information processing module, communication module and a detection module.