A deep learning-based segmentation system for rapid onsite cytologic pathology evaluation of pancreatic masses: A retrospective, multicenter, diagnostic study.

Abstract

Authors

• Song Zhang
  College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China.
• Yangfan Zhou
  National Institute of Healthcare Data Science at Nanjing University, Nanjing, Jiangsu 210008, China; National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, Jiangsu 210008, China.
• Dehua Tang
  Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, Jiangsu 210008, China.
• Muhan Ni
  Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, Jiangsu 210008, China.
• Jinyu Zheng
  Institute of rehabilitation engineering and technology, University of Shanghai for Science and Technology.
• Guifang Xu
  Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, Jiangsu 210008, China. Electronic address: 13852293376@163.com.
• Chunyan Peng
  Department of Gastroenterology, Nanjing Drum Tower Hospital, Clinical College of Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210008, China; Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu 210008, China.
• Shanshan Shen
  Department of Gastroenterology, Nanjing Drum Tower Hospital, Clinical College of Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210008, China; Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu 210008, China.
• Qiang Zhan
  Department of Gastroenterology, Wuxi People's Hospital, Affiliated Wuxi People's Hospital with Nanjing Medical University, Wuxi, Jiangsu 214023, China.
• Xiaoyun Wang
  College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China; The Key Laboratory of Western China's Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China.
• Duanmin Hu
  Department of Gastroenterology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215004, China.
• Wu-Jun Li
  National Institute of Healthcare Data Science at Nanjing University, Nanjing, Jiangsu 210008, China; National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, Jiangsu 210008, China; Center for Medical Big Data, Nanjing Drum Tower Hospital, Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu 210008, China. Electronic address: liwujun@nju.edu.cn.
• Lei Wang
  Department of Nursing, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
• Ying Lv
  Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, Jiangsu 210008, China.
• Xiaoping Zou
  Department of Gastroenterology, Nanjing Drum Tower Hospital of Nanjing University, Nanjing, China.

Keywords

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