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Deep Learning Based on the Facial Color Images for Assisted Diagnosis of Chronic Renal Failure with Spleen-Kidney Qi Deficiency Syndrome

Luo Yang Xue-Ling Ma Tong Tong Yu Lu Wei Wang Chang-Yun Wei Rui-Ting Wang Yu-Lin Ouyang Maryam Moossavi Hong-Xia Liu

世界中医药杂志(英文版)2026,Vol.12Issue(1):55-67,13.
世界中医药杂志(英文版)2026,Vol.12Issue(1):55-67,13.DOI:10.4103/wjtcm.wjtcm_74_25

Deep Learning Based on the Facial Color Images for Assisted Diagnosis of Chronic Renal Failure with Spleen-Kidney Qi Deficiency Syndrome

Deep Learning Based on the Facial Color Images for Assisted Diagnosis of Chronic Renal Failure with Spleen-Kidney Qi Deficiency Syndrome

Luo Yang 1Xue-Ling Ma 2Tong Tong 3Yu Lu 4Wei Wang 5Chang-Yun Wei 6Rui-Ting Wang 6Yu-Lin Ouyang 5Maryam Moossavi 7Hong-Xia Liu6

作者信息

  • 1. School of Nursing,Zhejiang Chinese Medical University,Hangzhou,Zhejiang,China||School of Traditional Chinese Medicine,Beijing University of Chinese Medicine,Beijing,China
  • 2. School of Nursing,Beijing University of Chinese Medicine,Beijing,China||Beijing Key Laboratory of TCM Syndrome and Formula,Beijing,China||Key Laboratory of TCM Syndrome and Formula(Beijing University of Chinese Medicine),Ministry of Education,Beijing,China
  • 3. Information Technology Center,China Mobile,Beijing,China
  • 4. Institute of Information on Traditional Chinese Medicine,China Academy of Chinese Medical Science,Beijing,China
  • 5. Guangdong Provincial Key Laboratory of Syndrome and Formula(Guangzhou University of Chinese Medicine),Guangzhou,Guangdong,China
  • 6. School of Nursing,Beijing University of Chinese Medicine,Beijing,China
  • 7. Department of Biochemistry and Molecular Biology,Mayo Clinic,Rochester,Minnesota,USA
  • 折叠

摘要

关键词

Chronic renal failure/facial color/facial diagnosis/machine learning/traditional Chinese medicine

Key words

Chronic renal failure/facial color/facial diagnosis/machine learning/traditional Chinese medicine

引用本文复制引用

Luo Yang,Xue-Ling Ma,Tong Tong,Yu Lu,Wei Wang,Chang-Yun Wei,Rui-Ting Wang,Yu-Lin Ouyang,Maryam Moossavi,Hong-Xia Liu..Deep Learning Based on the Facial Color Images for Assisted Diagnosis of Chronic Renal Failure with Spleen-Kidney Qi Deficiency Syndrome[J].世界中医药杂志(英文版),2026,12(1):55-67,13.

基金项目

This study was supported by National Natural Science Foundation of China(Key Program,Grant No.U24A20800),Beijing Municipal Education Planning Project(No.CDGB25529),Ministry of Education Industry-Academia Collaboration Education Project(No.220605634080722),Shenzhen San-Ming Project(Medicine)Team on Digital-Intelligent Integrative Rehabilitation&Nursing(No.BUCM-2025-RSHT-HL-001),China Postdoctoral Science Foundation(No.2022M723531)and University Level Research Project of Zhejiang Chinese Medical University(No.2023RCZXZK28). (Key Program,Grant No.U24A20800)

世界中医药杂志(英文版)

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