AI-driven bone mineral density prediction from chest x-rays and its association with obstructive sleep apnea

• Hung-Lung Tsai,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Information, Tungs’ Taichung MetroHarbor Hospital, Taichung, Taiwan, Doctoral Program in Big Data Analytics for Industrial Applications, College of Science, National Chung Hsing University, Taichung, Taiwan

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• Kuan-Hung Cheng,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization

  Affiliation Department of Information, Tungs’ Taichung MetroHarbor Hospital, Taichung, Taiwan

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• Po-Cheng Lin,

  Roles Formal analysis, Investigation, Software

  Affiliation Institute of Statistics, National Chung Hsing University, Taichung, Taiwan

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• Ying-Lin Hsu ,

  Roles Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: ylhsu@nchu.edu.tw (YLH), eddielodz@gmail.com (SWC)

  Affiliations Institute of Statistics, National Chung Hsing University, Taichung, Taiwan, Department of Applied Mathematics, National Chung Hsing University, Taichung, Taiwan

  https://orcid.org/0000-0002-3551-0321

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• Shih-Wei Chen

  Roles Conceptualization, Writing – original draft, Writing – review & editing

  * E-mail: ylhsu@nchu.edu.tw (YLH), eddielodz@gmail.com (SWC)

  Affiliation Department of Otolaryngology, Tungs’ Taichung MetroHarbor Hospital, Taichung, Taiwan

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