An intelligent diagnosis method for cardiovascular diseases based on the CNN-CBAM-GRU model

• Zheng Gong ,

  Contributed equally to this work with: Zheng Gong, Yufeng Chen

  Roles Data curation, Investigation, Methodology, Validation

  Affiliations Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, China, Department of Emergency, Fujian Provincial Hospital, Fuzhou, Fujian, China, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China

  https://orcid.org/0009-0000-8920-9481

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• Yufeng Chen ,

  Contributed equally to this work with: Zheng Gong, Yufeng Chen

  Roles Data curation, Methodology

  Affiliations Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, China, Department of Emergency, Fujian Provincial Hospital, Fuzhou, Fujian, China, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China

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• Shirong Lin,

  Roles Formal analysis, Methodology

  Affiliations Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, China, Department of Emergency, Fujian Provincial Hospital, Fuzhou, Fujian, China, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China

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• Jun Ke,

  Roles Funding acquisition, Methodology

  Affiliations Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, China, Department of Emergency, Fujian Provincial Hospital, Fuzhou, Fujian, China, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China

  https://orcid.org/0009-0004-6918-2807

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• Juying Huang,

  Roles Validation, Writing – original draft

  Affiliations Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, The Outpatient Department of Fujian Provincial Hospital, Fuzhou, Fujian, China

  https://orcid.org/0009-0004-8757-3262

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• Hongyi Chen,

  Roles Software, Supervision

  Affiliations Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, China, Department of Emergency, Fujian Provincial Hospital, Fuzhou, Fujian, China, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China

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• Hongyu Huang,

  Roles Data curation, Formal analysis

  Affiliations Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, China, Department of Emergency, Fujian Provincial Hospital, Fuzhou, Fujian, China, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China

  https://orcid.org/0009-0002-3065-9490

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• Yue Shen,

  Roles Formal analysis, Methodology

  Affiliation School of Informatics, Xiamen University, Xiamen, Fujian, China

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• Yi Gu,

  Roles Validation, Visualization

  Affiliation School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, China

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• Lixun Chen ,

  Roles Conceptualization, Formal analysis

  * E-mail: chenlixun2024@163.com (LC); fjslcf@163.com (FC)

  Affiliations Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, China, Department of Emergency, Fujian Provincial Hospital, Fuzhou, Fujian, China, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China

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• Feng Chen

  Roles Methodology, Supervision

  * E-mail: chenlixun2024@163.com (LC); fjslcf@163.com (FC)

  Affiliations Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, Fuzhou, Fujian, China, Department of Emergency, Fujian Provincial Hospital, Fuzhou, Fujian, China, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China, Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China

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