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Machine learning based insights into cardiomyopathy and heart failure research: a bibliometric analysis from 2005 to 2024.

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Title: Machine learning based insights into cardiomyopathy and heart failure research: a bibliometric analysis from 2005 to 2024.
Authors: Akram MJ; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China., Nawaz A; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China., Yuxing Y; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China., Zhang J; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China., Haixin H; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China., Liu L; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China., Qian X; Library, Chongqing Medical University, Chongqing, China., Tian J; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China.
Source: Frontiers in medicine [Front Med (Lausanne)] 2025 Jul 25; Vol. 12, pp. 1602077. Date of Electronic Publication: 2025 Jul 25 (Print Publication: 2025).
Publication Type: Journal Article; Systematic Review
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning based insights into cardiomyopathy and heart failure research: a bibliometric analysis from 2005 to 2024.
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  Data: <searchLink fieldCode="AU" term="%22Akram+MJ%22">Akram MJ</searchLink>; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Nawaz+A%22">Nawaz A</searchLink>; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Yuxing+Y%22">Yuxing Y</searchLink>; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Haixin+H%22">Haixin H</searchLink>; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Liu+L%22">Liu L</searchLink>; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Qian+X%22">Qian X</searchLink>; Library, Chongqing Medical University, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Tian+J%22">Tian J</searchLink>; Ministry of Education Key Laboratory of Child Development and Disorders, Department of Pediatric Cardiology, National Clinical Key Cardiovascular Specialty, National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.; Key Laboratory of Children's Important Organ Development and Diseases, Children's Hospital of Chongqing Medical University, Chongqing Municipal Health Commission, Chongqing, China.
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  Data: <searchLink fieldCode="JN" term="%22101648047%22">Frontiers in medicine</searchLink> [Front Med (Lausanne)] 2025 Jul 25; Vol. 12, pp. 1602077. <i>Date of Electronic Publication: </i>2025 Jul 25 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+S%2EA%22">Frontiers Media S.A </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101648047 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2296-858X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222296858X%22">2296858X </searchLink><i>NLM ISO Abbreviation: </i>Front Med (Lausanne) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fmed.2025.1602077
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        Text: English
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              Text: 2025 Jul 25
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