A promising approach for screening pulmonary hypertension based on frontal chest radiographs using deep learning: A retrospective study

• Xiao-Ling Zou ,

  Contributed equally to this work with: Xiao-Ling Zou, Yong Ren, Lan-Qing Han, Tian-Tuo Zhang

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Project administration, Validation, Writing – original draft

  Affiliation Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-sen University, Guangzhou, China

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• Yong Ren ,

  Contributed equally to this work with: Xiao-Ling Zou, Yong Ren, Lan-Qing Han, Tian-Tuo Zhang

  Roles Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft

  Affiliation Center for Artificial Intelligence in Medicine, Research Institute of Tsinghua, Pearl River Delta, Guangzhou, China

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• Ding-Yun Feng,

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

  Affiliation Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-sen University, Guangzhou, China

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• Xu-Qi He,

  Roles Data curation, Validation

  Affiliation Department of Medical Ultrasound, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China

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• Yue-Fei Guo,

  Roles Data curation, Validation

  Affiliation Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China

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• Hai-Ling Yang,

  Roles Data curation

  Affiliation Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-sen University, Guangzhou, China

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• Xian Li,

  Roles Data curation

  Affiliation Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Yuedong Hospital, Meizhou, China

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• Jia Fang,

  Roles Data curation

  Affiliation Department of Pumonary Diseases, Dongguan Tangxia Hospital, Dongguan, China

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• Quan Li,

  Roles Methodology, Software, Validation, Visualization

  Affiliation Center for Artificial Intelligence in Medicine, Research Institute of Tsinghua, Pearl River Delta, Guangzhou, China

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• Jun-Jie Ye,

  Roles Methodology, Software, Validation, Visualization

  Affiliation Center for Artificial Intelligence in Medicine, Research Institute of Tsinghua, Pearl River Delta, Guangzhou, China

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• Lan-Qing Han ,

  Contributed equally to this work with: Xiao-Ling Zou, Yong Ren, Lan-Qing Han, Tian-Tuo Zhang

  Roles Investigation, Methodology, Software, Supervision, Visualization, Writing – review & editing

  * E-mail: zhtituli@163.com (TTZ); hanlance@tsinghua-gd.org (LQH)

  Affiliation Center for Artificial Intelligence in Medicine, Research Institute of Tsinghua, Pearl River Delta, Guangzhou, China

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• Tian-Tuo Zhang

  Contributed equally to this work with: Xiao-Ling Zou, Yong Ren, Lan-Qing Han, Tian-Tuo Zhang

  Roles Investigation, Supervision, Writing – review & editing

  * E-mail: zhtituli@163.com (TTZ); hanlance@tsinghua-gd.org (LQH)

  Affiliation Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-sen University, Guangzhou, China

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