An analysis of Chinese nursing electronic medical records to predict violence in psychiatric inpatients using text mining and machine learning techniques

• Ya-Han Hu,

  Roles Formal analysis, Methodology

  Affiliations Department of Information Management, National Central University, Taoyuan City, Taiwan, Asian Institute for Impact Measurement and Management, National Central University, Taoyuan City, Taiwan

  https://orcid.org/0000-0002-3285-2983

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• Jeng-Hsiu Hung,

  Roles Writing – review & editing

  Affiliations Department of Obstetrics and Gynecology, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taipei, Taiwan, School of Medicine, Tzu Chi University, Hualien, Taiwan

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• Li-Yu Hu,

  Roles Conceptualization, Investigation, Supervision, Validation

  Affiliations School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan

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• Sheng-Yun Huang,

  Roles Writing – review & editing

  Affiliation Department of Psychiatry, Chiayi Branch, Taichung Veterans General Hospital, Chiayi, Taiwan

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• Cheng-Che Shen

  Roles Data curation, Funding acquisition, Investigation, Project administration, Writing – original draft

  * E-mail: pures1000@yahoo.com.tw

  Affiliations School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, Department of Psychiatry, Chiayi Branch, Taichung Veterans General Hospital, Chiayi, Taiwan, Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, Minxiong, Taiwan, Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan

  https://orcid.org/0000-0003-1587-5590

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