Rapid pathologic grading-based diagnosis of esophageal squamous cell carcinoma Raman spectroscopy and a deep learning algorithm.

Journal: World journal of gastroenterology
PMID: 40248385

Abstract

BACKGROUND: Esophageal squamous cell carcinoma is a major histological subtype of esophageal cancer. Many molecular genetic changes are associated with its occurrence. Raman spectroscopy has become a new method for the early diagnosis of tumors because it can reflect the structures of substances and their changes at the molecular level.

Authors

  • Xin-Ying Yu
    Department of Gastroenterology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100071, China.
  • Jian Chen
    School of Pharmacy, Shanghai Jiaotong University, Shanghai, China.
  • Lian-Yu Li
    Department of Electronic Information and Communication, Huazhong University of Science and Technology, Wuhan 430000, Hubei Province, China.
  • Feng-En Chen
    Department of Chemistry, Tsinghua University, Beijing 100080, China.
  • Qiang He
    College of Biomass Science and Engineering, Healthy Food Evaluation Research Center, Sichuan University, Chengdu 610065, China.

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