Hybrid machine learning models for enhanced arrhythmia detection from ECG signals using autoencoder and convolution features

• Subir Biswas ,

  Contributed equally to this work with: Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Visualization, Writing – original draft

  Affiliation Department of Computer Science and Engineering, C.V. Raman Global University, Bidya Nagar, Bhubaneswar, Odisha, India

  https://orcid.org/0009-0004-0337-7759

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• Prabodh Kumar Sahoo ,

  Contributed equally to this work with: Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

  Roles Conceptualization, Investigation, Methodology, Supervision

  * E-mail: 2611104@zju.edu.cn (X.W.); princeece48@gmail.com (P.J.); sahooprabodhkumar@gmail.com (P.K.S.)

  Affiliation Department of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India

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• Brajesh Kumar ,

  Contributed equally to this work with: Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

  Roles Project administration, Software, Validation, Visualization, Writing – review & editing

  Affiliation Department of Computer Science and Engineering, C.V. Raman Global University, Bidya Nagar, Bhubaneswar, Odisha, India

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• Adyasha Rath ,

  Contributed equally to this work with: Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Computer Science and Engineering, C.V. Raman Global University, Bidya Nagar, Bhubaneswar, Odisha, India

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• Prince Jain ,

  Contributed equally to this work with: Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

  Roles Formal analysis, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: 2611104@zju.edu.cn (X.W.); princeece48@gmail.com (P.J.); sahooprabodhkumar@gmail.com (P.K.S.)

  Affiliation Department of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India

  https://orcid.org/0000-0002-7950-7263

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• Ganpati Panda ,

  Contributed equally to this work with: Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

  Roles Project administration, Supervision, Validation

  Affiliation Department of Electronics and Communication Engineering, C.V. Raman Global University, Bidya Nagar, Bhubaneswar, Odisha, India

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• Haipeng Liu ,

  Contributed equally to this work with: Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

  Roles Formal analysis, Funding acquisition, Validation, Visualization, Writing – review & editing

  Affiliations Centre for Intelligent Healthcare, Coventry University, Coventry, United Kingdom, National Medical Research Association, Leicester, UK

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• Xinhong Wang

  Contributed equally to this work with: Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

  Roles Formal analysis, Funding acquisition, Project administration, Visualization

  * E-mail: 2611104@zju.edu.cn (X.W.); princeece48@gmail.com (P.J.); sahooprabodhkumar@gmail.com (P.K.S.)

  Affiliation Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China

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