Construction of an automated machine learning-based predictive model for postoperative pulmonary complications risk in non-small cell lung cancer patients undergoing thoracoscopic surgery

• Xie Qiu ,

  Roles Data curation, Formal analysis, Investigation, Writing – original draft

  ¶☯ These authors contributed to the work equally and should be regarded as co-first authors.

  Affiliations Department of Thoracic Surgery, The First People’s Hospital of Lianyungang, Lianyungang, Jiangsu, China, The First Affiliated Hospital of Kangda College of Nanjing Medical University, Lianyungang, Jiangsu, China, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, China, Lianyungang Clinical College of Nanjing Medical University, Lianyungang, Jiangsu, China

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• Shuo Hu ,

  Roles Data curation, Investigation, Methodology, Software, Writing – original draft

  ¶☯ These authors contributed to the work equally and should be regarded as co-first authors.

  Affiliations Department of Thoracic Surgery, The First People’s Hospital of Lianyungang, Lianyungang, Jiangsu, China, The First Affiliated Hospital of Kangda College of Nanjing Medical University, Lianyungang, Jiangsu, China, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, China, Lianyungang Clinical College of Nanjing Medical University, Lianyungang, Jiangsu, China

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• Shumin Dong,

  Roles Data curation, Investigation

  Affiliations Department of Thoracic Surgery, The First People’s Hospital of Lianyungang, Lianyungang, Jiangsu, China, The First Affiliated Hospital of Kangda College of Nanjing Medical University, Lianyungang, Jiangsu, China, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, China, Lianyungang Clinical College of Nanjing Medical University, Lianyungang, Jiangsu, China

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• Haijun Sun

  Roles Project administration, Resources, Writing – review & editing

  * E-mail: lygthorax31@163.com

  Affiliations Department of Thoracic Surgery, The First People’s Hospital of Lianyungang, Lianyungang, Jiangsu, China, The First Affiliated Hospital of Kangda College of Nanjing Medical University, Lianyungang, Jiangsu, China, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, China, Lianyungang Clinical College of Nanjing Medical University, Lianyungang, Jiangsu, China

  https://orcid.org/0009-0004-5967-5595

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