DeepTransformer: Node Classification Research of a Deep Graph Network on an Osteoporosis Graph based on GraphTransformer.

Journal: Current computer-aided drug design
PMID: 39651564

Abstract

BACKGROUND: Osteoporosis (OP) is one of the most common diseases in the elderly population. It is mostly treated with medication, but drug research and development have the disadvantage of taking a long time and having a high cost.

Authors

  • Yixin Liu
    Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Functional Flower Engineering Technology Research Center, Beijing Agro-Biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China.
  • Guowei Jiang
    Department of Neurosurgery, Anhui No. 2 Provincial People's Hospital, Hefei, Anhui, China.
  • Miaomiao Sun
    Department of Ultrasound, Meng Cheng County Hospital of Chinese Medicine, Bozhou City, Anhui Province, China.
  • Ziyan Zhou
    Shanghai Key Laboratory of Molecular Imaging, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.
  • Pengchen Liang
    School of Microelectronics, Shanghai University, Shanghai, China.
  • Qing Chang
    Department of Ultrasound, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.

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