Identification of potential biomarkers of myopia based on machine learning algorithms

被引:0
|
作者
Shengnan Zhang
Tao Wang
Huaihua Wang
Bingfang Gao
Chao Sun
机构
[1] Zibo Central Hospital,Department of Ophthalmology
[2] Zibo Center for Disease Control and Prevention,Sanitary Inspection Center
[3] Zibo Hospital of Integrated Traditional Chinese and Western Medicine Zibo,Department of Pathology
来源
BMC Ophthalmology | / 23卷
关键词
Myopia; Machine learning; Biomarkers; Gene expression; Diagnosis;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Identification of potential biomarkers of myopia based on machine learning algorithms
    Zhang, Shengnan
    Wang, Tao
    Wang, Huaihua
    Gao, Bingfang
    Sun, Chao
    BMC OPHTHALMOLOGY, 2023, 23 (01)
  • [2] Identification of potential diagnostic and prognostic biomarkers for sepsis based on machine learning
    Ke, Li
    Gao, Han
    Hu, Chang
    Zhang, Jiahao
    Zhao, Qiuyue
    Sun, Zhongyi
    Peng, Zhiyong
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2023, 21 : 2316 - 2331
  • [3] Identification and Validation of Four Serum Biomarkers With Optimal Diagnostic and Prognostic Potential for Gastric Cancer Based on Machine Learning Algorithms
    Liu, Yi
    Bian, Bingxian
    Chen, Shiyu
    Zhou, Bingqian
    Zhang, Peng
    Shen, Lisong
    Chen, Hui
    CANCER MEDICINE, 2025, 14 (06):
  • [4] Identification of biomarkers for risk assessment of arsenicosis based on untargeted metabolomics and machine learning algorithms
    Zhang, Jin
    Ma, Lu
    Li, Boyan
    Chen, Xiong
    Wang, Dapeng
    Zhang, Aihua
    SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 870
  • [5] Identification and verification of diagnostic biomarkers for deep infiltrating endometriosis based on machine learning algorithms
    Shi, Shanping
    Huang, Chao
    Tang, Xiaojian
    Liu, Hua
    Feng, Weiwei
    Chen, Chen
    JOURNAL OF BIOLOGICAL ENGINEERING, 2024, 18 (01):
  • [6] Identification of Six Diagnostic Biomarkers for Chronic Lymphocytic Leukemia Based on Machine Learning Algorithms
    Zhu, Yidong
    Gan, Xinjin
    Qin, Ruoyan
    Lin, Zhikang
    JOURNAL OF ONCOLOGY, 2022, 2022
  • [7] Identification of biomarkers for hepatocellular carcinoma based on single cell sequencing and machine learning algorithms
    Li, Weimin
    Liu, Jixing
    Zhu, Wenjuan
    Jin, Xiaoxin
    Yang, Zhi
    Gao, Wenzhe
    Sun, Jichun
    Zhu, Hongwei
    FRONTIERS IN GENETICS, 2022, 13
  • [8] Identification and validation of biomarkers related to lipid metabolism in osteoarthritis based on machine learning algorithms
    Li, Hang
    Cui, Yubao
    Wang, Jian
    Zhang, Wei
    Chen, Yuhao
    Zhao, Jijun
    LIPIDS IN HEALTH AND DISEASE, 2024, 23 (01)
  • [9] Identification of potential biomarkers with colorectal cancer based on bioinformatics analysis and machine learning
    Hammad, Ahmed
    Elshaer, Mohamed
    Tang, Xiuwen
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2021, 18 (06) : 8997 - 9015
  • [10] Screening of potential biomarkers of system lupus erythematosus based on WGCNA and machine learning algorithms
    Li, Xiaojian
    Huo, Yun
    Wang, Zhenchang
    MEDICINE, 2023, 102 (47) : E36243