Transformaer-based model for lung adenocarcinoma subtypes.

Journal: Medical physics
Published Date: Mar 1, 2024

Abstract

BACKGROUND: Lung cancer has the highest morbidity and mortality rate among all types of cancer. Histological subtypes serve as crucial markers for the development of lung cancer and possess significant clinical values for cancer diagnosis, prognosis, and prediction of treatment responses. However, existing studies only dichotomize normal and cancerous tissues, failing to capture the unique characteristics of tissue sections and cancer types.

Authors

  • Fawen Du
    School of Information Science and Engineering, Shandong Normal University, Jinan, Shandong, China.
  • Huiyu Zhou
    School of Electronics, Electrical Engineering and Computer Science, The Queen's University of Belfast, Belfast BT9 6AZ, UK.
  • Yi Niu
    School of Information Science and Engineering, Shandong Normal University, Jinan 250014, P. R. China.
  • Zeyu Han
    School of Mathematics and Statistics, Shandong University (Weihai), Weihai, 264209, Shandong, China.
  • Xiaodan Sui
    School of Information Science and Engineering, Shandong Normal University, China.

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