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

共 50 条

[21] Analysis and validation of potential ICD-related biomarkers in development of myopia using machine learning [J].

Zhang, Yun ;

Liu, Yanli ;

An, Meixia .

INTERNATIONAL OPHTHALMOLOGY, 2024, 44 (01)

[22] Identification of circadian rhythm-related biomarkers and development of diagnostic models for Crohn's disease using machine learning algorithms [J].

Zhao, Zhijing ;

Chen, Xia ;

Xiang, Qian ;

Liu, Liu ;

Li, Xiaohua ;

Qiu, Boyun .

COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2025,

[23] Screening of novel biomarkers for breast cancer based on WGCNA and multiple machine learning algorithms [J].

Jin, Xiaohu ;

Huang, Zhiqi ;

Guo, Peng ;

Yuan, Ronghua .

TRANSLATIONAL CANCER RESEARCH, 2023, 12 (06) :1466-+

[24] Identification of Potential Biomarkers for Group I Pulmonary Hypertension Based on Machine Learning and Bioinformatics Analysis [J].

Hu, Hui ;

Cai, Jie ;

Qi, Daoxi ;

Li, Boyu ;

Yu, Li ;

Wang, Chen ;

Bajpai, Akhilesh K. ;

Huang, Xiaoqin ;

Zhang, Xiaokang ;

Lu, Lu ;

Liu, Jinping ;

Zheng, Fang .

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (09)

[25] Identification of Potential lncRNAs and miRNAs as Diagnostic Biomarkers for Papillary Thyroid Carcinoma Based on Machine Learning [J].

Yang, Fei ;

Zhang, Jie ;

Li, Baokun ;

Zhao, Zhijun ;

Liu, Yan ;

Zhao, Zhen ;

Jing, Shanghua ;

Wang, Guiying .

INTERNATIONAL JOURNAL OF ENDOCRINOLOGY, 2021, 2021

[26] Identification of Potential Biomarkers in Stomach Adenocarcinoma using Machine Learning Approaches [J].

Nazari, Elham ;

Pourali, Ghazaleh ;

Khazaei, Majid ;

Asadnia, Alireza ;

Dashtiahangar, Mohammad ;

Mohit, Reza ;

Maftooh, Mina ;

Nassiri, Mohammadreza ;

Hassanian, Seyed Mahdi ;

Ghayour-Mobarhan, Majid ;

Ferns, Gordon A. A. ;

Shahidsales, Soodabeh ;

Avan, Amir .

CURRENT BIOINFORMATICS, 2023, 18 (04) :320-333

[27] Identification of metabolism related biomarkers in obesity based on adipose bioinformatics and machine learning [J].

Wang, Yanping ;

Wang, Honglin ;

Yu, Xingrui ;

Wu, Qinan ;

Lv, Xinlu ;

Zhou, Xuelian ;

Chen, Yong ;

Geng, Shan .

JOURNAL OF TRANSLATIONAL MEDICINE, 2024, 22 (01)

[28] Identification and Validation of the Potential Key Biomarkers for Atopic Dermatitis Mitochondrion by Learning Algorithms [J].

Xu, Junhao ;

Pan, Xinyu ;

Zhang, Miao ;

Sun, Kairong ;

Li, Zihan ;

Chen, Juan .

JOURNAL OF INFLAMMATION RESEARCH, 2025, 18 :4291-4306

[29] Identification of biomarkers for endometriosis based on summary-data-based Mendelian randomization and machine learning [J].

Xie, Ziwei ;

Feng, Yuxin ;

He, Yue ;

Lin, Yingying ;

Wang, Xiaohong .

MEDICINE, 2025, 104 (14)

[30] Identification of novel mitophagy-related biomarkers for Kawasaki disease by integrated bioinformatics and machine-learning algorithms [J].

Wang, Yan ;

Liu, Ying ;

Wang, Nana ;

Liu, Zhiheng ;

Qian, Guanghui ;

Li, Xuan ;

Huang, Hongbiao ;

Zhuo, Wenyu ;

Xu, Lei ;

Zhang, Jiaying ;

Lv, Haitao ;

Gao, Yang .

TRANSLATIONAL PEDIATRICS, 2024, 13 (08) :1439-1456

← 1 2 3 4 5 →