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Multimodal multi-instance learning for long-term ECG classification

  • Published:2023-06 Issue: Volume:270 Page:110555
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Han Haozhan,Lian Cheng,Zeng Zhigang,Xu Bingrong,Zang Junbin,Xue Chenyang

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference41 articles.

1. ECG analysis: a new approach in human identification;Biel;IEEE Trans. Instrum. Meas.,2001

2. A novel deep neural network for detection of atrial fibrillation using ECG signals;Subramanyan;Knowl.-Based Syst.,2022

3. Deep time–frequency representation and progressive decision fusion for ECG classification;Zhang;Knowl.-Based Syst.,2020

4. Classification of ECG arrhythmia using recurrent neural networks;Singh;Procedia Comput. Sci.,2018

5. A wide and deep Transformer neural network for 12-lead ECG classification;Natarajan;Comput. Cardiol.,2020

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