Automated recognition and segmentation of lung cancer cytological images based on deep learning

• Qingyang Wang ,

  Roles Writing – original draft, Writing – review & editing

  ¶‡ QW and YL contributed equally to this work and share first authorship.

  Affiliations Department of Pathology, Chengdu Second People’s Hospital, Sichuan, China, Department of Pathology, China-Japan Friendship Hospital, Beijing, China

  https://orcid.org/0000-0002-1640-489X

  ⨯
• Yazhi Luo ,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  ¶‡ QW and YL contributed equally to this work and share first authorship.

  Affiliation Technical University of Munich, Munich, Germany

  ⨯
• Ying Zhao,

  Roles Data curation, Formal analysis, Methodology

  Affiliations School of Optics and Photonics, Beijing Institute of Technology, Beijing, China, Key Laboratory of Photoelectronic Imaging Technology and System, Ministry of Education, Beijing Institute of Technology, Beijing, China

  ⨯
• Shuhao Wang,

  Roles Data curation, Methodology

  Affiliations Department of Pathology, China-Japan Friendship Hospital, Beijing, China, Thorough Lab, Thorough Future, Beijing, China

  ⨯
• Yiru Niu,

  Roles Data curation

  Affiliation Department of Pathology, China-Japan Friendship Hospital, Beijing, China

  ⨯
• Jinxi Di,

  Roles Data curation

  Affiliation Department of Pathology, China-Japan Friendship Hospital, Beijing, China

  ⨯
• Jia Guo,

  Roles Data curation

  Affiliation Department of Pathology, China-Japan Friendship Hospital, Beijing, China

  ⨯
• Guorong Lan,

  Roles Data curation

  Affiliations Department of Pathology, Chengdu Second People’s Hospital, Sichuan, China, Chengdu Uniwell Medical Laboratory, Sichuan, China

  ⨯
• Lei Yang,

  Roles Data curation

  Affiliation Department of Pathology, China-Japan Friendship Hospital, Beijing, China

  ⨯
• Yu Shan Mao,

  Roles Data curation

  Affiliation Department of Pathology, Chengdu Second People’s Hospital, Sichuan, China

  ⨯
• Yuan Tu,

  Roles Data curation

  Affiliation Department of Pathology, Chengdu Second People’s Hospital, Sichuan, China

  ⨯
• Dingrong Zhong ,

  Roles Conceptualization, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: zhongdingrong@sina.com (DZ); 105559339@qq.com (PZ)

  Affiliation Department of Pathology, China-Japan Friendship Hospital, Beijing, China

  ⨯
• Pei Zhang

  Roles Conceptualization, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: zhongdingrong@sina.com (DZ); 105559339@qq.com (PZ)

  Affiliation Department of Pathology, Chengdu Second People’s Hospital, Sichuan, China

  ⨯