Deep learning-based hyperspectral technique identifies metastatic lymph nodes in oral squamous cell carcinoma-A pilot study.

Journal: Oral diseases
PMID:

Abstract

AIMS: To establish a system based on hyperspectral imaging and deep learning for the detection of cancer cells in metastatic lymph nodes.

Authors

  • Qingxiang Li
    Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, China.
  • Xueyu Zhang
    School of Information and Electronics, Beijing Institute of Technology, Beijing, China.
  • Jianyun Zhang
    National Center for Stomatology, Beijing, China.
  • Hongyuan Huang
    Department of Urology, Jinjiang Municipal Hospital, Quanzhou, Fujian Province, 362200, China.
  • Liangliang Li
    Medical School of Chinese PLA, Beijing, China.
  • Chuanbin Guo
    Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, China.
  • Wei Li
    Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.
  • Yuxing Guo
    Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, China.