Preoperative prediction model for benign and malignant gallbladder polyps on the basis of machine-learning algorithms.

Journal: Surgery
Published Date:

Abstract

BACKGROUND: This study aimed to differentiate between benign and malignant gallbladder polyps preoperatively by developing a prediction model integrating preoperative transabdominal ultrasound and clinical features using machine-learning algorithms.

Authors

  • Jiange Zeng
    Department of Hepatobiliary and Pancreas, Affiliated Hospital of Qingdao University, NO.1677 Wutaishan Road, Qingdao, Shandong Province, 266555, China.
  • Weiyu Hu
    Department of Hepatobiliary and Pancreas, Affiliated Hospital of Qingdao University, NO.1677 Wutaishan Road, Qingdao, Shandong Province, 266555, China. huweiyucn@126.com.
  • Yubing Wang
    College of Biological Sciences and Biotechnology, Beijing Forestry University Beijing, China.
  • Yumin Jiang
    Department of Hepatobiliary and Pancreas, Affiliated Hospital of Qingdao University, NO.1677 Wutaishan Road, Qingdao, Shandong Province, 266555, China.
  • Jiechao Peng
    Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
  • Jian Li
    Fujian Key Laboratory of Traditional Chinese Veterinary Medicine and Animal Health, College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou, China.
  • Xueqing Liu
    Clinical College of Neurology, Neurosurgery and Neurorehabilitation, Tianjin Medical University, Tianjin, China.
  • Xinyue Zhang
    Department of Radiology, Changhai Hospital.
  • Bin Tan
    Economics and Management Department, North China Electric Power University, Baoding, 071000, Hebei, China.
  • Dianpeng Zhao
    Department of Hepatobiliary Surgery, Shandong Second Medical University, No.7166, Baotong West Street, Weicheng District, Weifang, Shandong Province, 261053, China.
  • Kun Li
    State Key Laboratory of Veterinary Etiological Biology National Foot-and-Mouth Disease Reference Laboratory Lanzhou Veterinary Research Institute Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China.
  • Shimei Zhang
    Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
  • Jingyu Cao
    Department of Hepatobiliary and Pancreas, Affiliated Hospital of Qingdao University, NO.1677 Wutaishan Road, Qingdao, Shandong Province, 266555, China. CJY20240708@163.com.
  • Chao Qu
    Department of Ophthalmology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu 610072, China. Electronic address: lucyjeffersonqu@hotmail.com.

Keywords

No keywords available for this article.