Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography

• Sazzli Kasim ,

  Roles Resources, Supervision

  * E-mail: sazzlikasim@gmail.com (SK); sorayya@um.edu.my (SM); rajaezman@gmail.com (RERS)

  Affiliations Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh Campus, Sungai Buloh, Malaysia, Cardiac Vascular and Lung Research Institute, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia, National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia, Faculty of Medicine, Cardiology Department, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia

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• Junjie Tang,

  Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Faculty of Science, Bioinformatics Division, Institute of Biological Sciences, University of Malaya, Kuala Lumpur, Malaysia

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• Sorayya Malek ,

  Roles Conceptualization, Formal analysis, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: sazzlikasim@gmail.com (SK); sorayya@um.edu.my (SM); rajaezman@gmail.com (RERS)

  Affiliation Faculty of Science, Bioinformatics Division, Institute of Biological Sciences, University of Malaya, Kuala Lumpur, Malaysia

  https://orcid.org/0000-0001-6450-6404

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• Khairul Shafiq Ibrahim,

  Roles Resources, Supervision

  Affiliations Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh Campus, Sungai Buloh, Malaysia, Cardiac Vascular and Lung Research Institute, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia, National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia

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• Raja Ezman Raja Shariff ,

  Roles Writing – review & editing

  * E-mail: sazzlikasim@gmail.com (SK); sorayya@um.edu.my (SM); rajaezman@gmail.com (RERS)

  Affiliations Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh Campus, Sungai Buloh, Malaysia, Cardiac Vascular and Lung Research Institute, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia, National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia, Faculty of Medicine, Cardiology Department, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia

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• Jesvinna Kaur Chima

  Roles Supervision

  Affiliation Faculty of Medicine, Cardiology Department, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia

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