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For: Tian Y, Yang J, Lan M, Zou T. Construction and analysis of a joint diagnosis model of random forest and artificial neural network for heart failure. Aging (Albany NY) 2020;12:26221-26235. [PMID: 33401250 PMCID: PMC7803554 DOI: 10.18632/aging.202405] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 09/29/2020] [Indexed: 12/17/2022]
Number Cited by Other Article(s)
1
Tang W, Wang Z, Yuan X, Chen L, Guo H, Qi Z, Zhang Y, Xie X. DEPDC1B, CDCA2, APOBEC3B, and TYMS are potential hub genes and therapeutic targets for diagnosing dialysis patients with heart failure. Front Cardiovasc Med 2025;11:1442238. [PMID: 39844908 PMCID: PMC11752391 DOI: 10.3389/fcvm.2024.1442238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 12/16/2024] [Indexed: 01/24/2025]  Open
2
Liang T, Zhu L, Yang J, Huang X, Lv M, Liu S, Wen Z, Su L, Zhou L. Identification of Key Genes Mediated by N6-Methyladenosine Methyltransferase METTL3 in Ischemic Stroke via Bioinformatics Analysis and Experiments. Mol Biotechnol 2025;67:160-174. [PMID: 38135832 DOI: 10.1007/s12033-023-00991-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 11/13/2023] [Indexed: 12/24/2023]
3
Aji K, Aikebaier A, Abula A, Song GL. Comprehensive analysis of molecular mechanisms underlying kidney stones: gene expression profiles and potential diagnostic markers. Front Genet 2024;15:1440774. [PMID: 39606015 PMCID: PMC11600312 DOI: 10.3389/fgene.2024.1440774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 11/04/2024] [Indexed: 11/29/2024]  Open
4
Anaya F, Prasad R, Bashour M, Yaghmour R, Alameh A, Balakumaran K. Evaluating ChatGPT platform in delivering heart failure educational material: A comparison with the leading national cardiology institutes. Curr Probl Cardiol 2024;49:102797. [PMID: 39159709 DOI: 10.1016/j.cpcardiol.2024.102797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 08/16/2024] [Indexed: 08/21/2024]
5
Qi B, Wang HY, Ma X, Chi YF, Gui C. Exploring the predictive values of SERP4 and FRZB in dilated cardiomyopathy based on an integrated analysis. BMC Cardiovasc Disord 2024;24:577. [PMID: 39425025 PMCID: PMC11487873 DOI: 10.1186/s12872-024-04255-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 10/14/2024] [Indexed: 10/21/2024]  Open
6
Liang W, Bai Y, Zhang H, Mo Y, Li X, Huang J, Lei Y, Gao F, Dong M, Li S, Liang J. Identification and Analysis of Potential Biomarkers Associated with Neutrophil Extracellular Traps in Cervicitis. Biochem Genet 2024:10.1007/s10528-024-10919-x. [PMID: 39419909 DOI: 10.1007/s10528-024-10919-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 09/14/2024] [Indexed: 10/19/2024]
7
Yu L, Cai S, Guo X. m6A RNA methylation modification is involved in the disease course of heart failure. Biotechnol Genet Eng Rev 2024;40:961-975. [PMID: 36943073 DOI: 10.1080/02648725.2023.2191086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 03/08/2023] [Indexed: 03/23/2023]
8
Zhou Y, Zhang X, Gong J, Wang T, Gong L, Li K, Wang Y. Identifying the risk of depression in a large sample of adolescents: An artificial neural network based on random forest. J Adolesc 2024;96:1485-1497. [PMID: 38837218 DOI: 10.1002/jad.12357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 12/19/2023] [Accepted: 05/25/2024] [Indexed: 06/07/2024]
9
Miao L, Qin YA, Yang ZJ, Shi WX, Wei XQ, Liu Y, Liu YL. Identification of potential therapeutic targets for plaque vulnerability based on an integrated analysis. Nutr Metab Cardiovasc Dis 2024;34:1649-1659. [PMID: 38749785 DOI: 10.1016/j.numecd.2024.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 11/15/2023] [Accepted: 02/11/2024] [Indexed: 06/12/2024]
10
Qiao X, Li Y, Wang Y, Liu L, Zhao S. The influence of climate and human factors on a regional heat island in the Zhengzhou metropolitan area, China. ENVIRONMENTAL RESEARCH 2024;249:118331. [PMID: 38325774 DOI: 10.1016/j.envres.2024.118331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 01/09/2024] [Accepted: 01/27/2024] [Indexed: 02/09/2024]
11
Ge Q, Zhao J, Qu F. Investigating the progression of preeclampsia through a comprehensive analysis of genes associated with per- and polyfluoroalkyl substances. Toxicol Mech Methods 2024;34:444-453. [PMID: 38166544 DOI: 10.1080/15376516.2023.2299485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 12/19/2023] [Indexed: 01/04/2024]
12
Xu X, Shen L, Qu Y, Li D, Zhao X, Wei H, Yue S. Experimental validation and comprehensive analysis of m6A methylation regulators in intervertebral disc degeneration subpopulation classification. Sci Rep 2024;14:8417. [PMID: 38600232 PMCID: PMC11006851 DOI: 10.1038/s41598-024-58888-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 04/04/2024] [Indexed: 04/12/2024]  Open
13
Yang H, Chen Y, Zhao A, Cheng T, Zhou J, Li Z. Construction of a diagnostic model based on random forest and artificial neural network for peri-implantitis. HUA XI KOU QIANG YI XUE ZA ZHI = HUAXI KOUQIANG YIXUE ZAZHI = WEST CHINA JOURNAL OF STOMATOLOGY 2024;42:214-226. [PMID: 38597081 PMCID: PMC11034404 DOI: 10.7518/hxkq.2024.2023275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 01/17/2024] [Indexed: 04/11/2024]
14
Zhang S, Zhang G, Wang W, Guo SB, Zhang P, Wang F, Zhou Q, Zhou Z, Wang Y, Sun H, Cui W, Yang S, Yuan W. An assessment system for clinical and biological interpretability in ulcerative colitis. Aging (Albany NY) 2024;16:3856-3879. [PMID: 38372705 PMCID: PMC10929837 DOI: 10.18632/aging.205564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/09/2024] [Indexed: 02/20/2024]
15
Yuan Y, Niu Y, Ye J, Xu Y, He X, Chen S. Identification of diagnostic model in heart failure with myocardial fibrosis and conduction block by integrated gene co-expression network analysis. BMC Med Genomics 2024;17:52. [PMID: 38355637 PMCID: PMC10868111 DOI: 10.1186/s12920-024-01814-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 01/21/2024] [Indexed: 02/16/2024]  Open
16
Yang X, Xia Z, Fan Y, Xie Y, Ge G, Lang D, Ao J, Yue D, Wu J, Chen T, Zou Y, Zhang M, Yang R. Integrated Bioinformatics Analysis Reveals Diagnostic Biomarkers and Immune Cell Infiltration Characteristics of Solar Lentigines. Clin Cosmet Investig Dermatol 2024;17:79-88. [PMID: 38230305 PMCID: PMC10790640 DOI: 10.2147/ccid.s439655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 12/26/2023] [Indexed: 01/18/2024]
17
Liu Y, Liu JE, He H, Qin M, Lei H, Meng J, Liu C, Chen X, Luo W, Zhong S. Characterizing the metabolic divide: distinctive metabolites differentiating CAD-T2DM from CAD patients. Cardiovasc Diabetol 2024;23:14. [PMID: 38184583 PMCID: PMC10771670 DOI: 10.1186/s12933-023-02102-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 12/25/2023] [Indexed: 01/08/2024]  Open
18
Li S, Kong F, Xu X, Song S, Wu Y, Tong J. Identification and exploration of aging-related subtypes and distinctive role of SERPINE1 in heart failure based on single-cell and bulk RNA sequencing data. J Gene Med 2024;26:e3631. [PMID: 38062883 DOI: 10.1002/jgm.3631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 06/19/2023] [Accepted: 10/27/2023] [Indexed: 01/30/2024]  Open
19
Chiorescu RM, Lazar RD, Ruda A, Buda AP, Chiorescu S, Mocan M, Blendea D. Current Insights and Future Directions in the Treatment of Heart Failure with Preserved Ejection Fraction. Int J Mol Sci 2023;25:440. [PMID: 38203612 PMCID: PMC10778923 DOI: 10.3390/ijms25010440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/21/2023] [Accepted: 12/26/2023] [Indexed: 01/12/2024]  Open
20
Li R, Zhao M, Miao C, Shi X, Lu J. Identification and validation of key biomarkers associated with macrophages in nonalcoholic fatty liver disease based on hdWGCNA and machine learning. Aging (Albany NY) 2023;15:15451-15472. [PMID: 38147020 PMCID: PMC10781485 DOI: 10.18632/aging.205374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 11/21/2023] [Indexed: 12/27/2023]
21
He J, Luan T, Zhao G, Yang Y. Fusing WGCNA and Machine Learning for Immune-Related Gene Prognostic Index in Lung Adenocarcinoma: Precision Prognosis, Tumor Microenvironment Profiling, and Biomarker Discovery. J Inflamm Res 2023;16:5309-5326. [PMID: 38026246 PMCID: PMC10658954 DOI: 10.2147/jir.s436431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 11/03/2023] [Indexed: 12/01/2023]  Open
22
Xiong J, Qin J, Zheng G, Gao Y, Gong K. The relationship between symptom perception and fear of progression in patients with chronic heart failure: a multiple mediation analysis. Eur J Cardiovasc Nurs 2023;22:638-646. [PMID: 36748202 DOI: 10.1093/eurjcn/zvad024] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 02/01/2023] [Accepted: 02/03/2023] [Indexed: 02/08/2023]
23
Huang L, Xie B, Zhang K, Xu Y, Su L, Lv Y, Lu Y, Qin J, Pang X, Qiu H, Li L, Wei X, Huang K, Meng Z, Hu Y, Lv J. Prediction of the risk of cytopenia in hospitalized HIV/AIDS patients using machine learning methods based on electronic medical records. Front Public Health 2023;11:1184831. [PMID: 37575113 PMCID: PMC10416630 DOI: 10.3389/fpubh.2023.1184831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 07/14/2023] [Indexed: 08/15/2023]  Open
24
Wang Y, He Y, Duan X, Pang H, Zhou P. Construction of diagnostic and prognostic models based on gene signatures of nasopharyngeal carcinoma by machine learning methods. Transl Cancer Res 2023;12:1254-1269. [PMID: 37304552 PMCID: PMC10248568 DOI: 10.21037/tcr-22-2700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 03/29/2023] [Indexed: 06/13/2023]
25
Li D, Ma D, Hou Y. Pyroptosis patterns influence the clinical outcome and immune microenvironment characterization in HPV-positive head and neck squamous cell carcinoma. Infect Agent Cancer 2023;18:30. [PMID: 37221570 DOI: 10.1186/s13027-023-00507-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 04/26/2023] [Indexed: 05/25/2023]  Open
26
Peng F, Muhuitijiang B, Zhou J, Liang H, Zhang Y, Zhou R. An artificial neural network model to diagnose non-obstructive azoospermia based on RNA-binding protein-related genes. Aging (Albany NY) 2023;15:3120-3140. [PMID: 37116198 PMCID: PMC10188335 DOI: 10.18632/aging.204674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 04/15/2023] [Indexed: 04/30/2023]
27
Zheng PF, Liu F, Zheng ZF, Pan HW, Liu ZY. Identification MNS1, FRZB, OGN, LUM, SERP1NA3 and FCN3 as the potential immune-related key genes involved in ischaemic cardiomyopathy by random forest and nomogram. Aging (Albany NY) 2023;15:1475-1495. [PMID: 36863704 PMCID: PMC10042686 DOI: 10.18632/aging.204547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Accepted: 02/11/2023] [Indexed: 03/04/2023]
28
Zheng PF, Zhou SY, Zhong CQ, Zheng ZF, Liu ZY, Pan HW, Peng JQ. Identification of m6A regulator-mediated RNA methylation modification patterns and key immune-related genes involved in atrial fibrillation. Aging (Albany NY) 2023;15:1371-1393. [PMID: 36863715 PMCID: PMC10042702 DOI: 10.18632/aging.204537] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 02/11/2023] [Indexed: 03/04/2023]
29
Li H, Sun X, Li Z, Zhao R, Li M, Hu T. Machine learning-based integration develops biomarkers initial the crosstalk between inflammation and immune in acute myocardial infarction patients. Front Cardiovasc Med 2023;9:1059543. [PMID: 36684609 PMCID: PMC9846646 DOI: 10.3389/fcvm.2022.1059543] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 12/08/2022] [Indexed: 01/06/2023]  Open
30
He J, Wei Q, Jiang R, Luan T, He S, Lu R, Xu H, Ran J, Li J, Chen D. The Core-Targeted RRM2 Gene of Berberine Hydrochloride Promotes Breast Cancer Cell Migration and Invasion via the Epithelial-Mesenchymal Transition. Pharmaceuticals (Basel) 2022;16:ph16010042. [PMID: 36678539 PMCID: PMC9861674 DOI: 10.3390/ph16010042] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/21/2022] [Accepted: 12/23/2022] [Indexed: 12/30/2022]  Open
31
Li S, Han Y, Zhang Q, Tang D, Li J, Weng L. Comprehensive molecular analyses of an autoimmune-related gene predictive model and immune infiltrations using machine learning methods in moyamoya disease. Front Mol Biosci 2022;9:991425. [PMID: 36605987 PMCID: PMC9808060 DOI: 10.3389/fmolb.2022.991425] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 12/05/2022] [Indexed: 12/24/2022]  Open
32
Zhu Y, Yang X, Zu Y. Integrated analysis of WGCNA and machine learning identified diagnostic biomarkers in dilated cardiomyopathy with heart failure. Front Cell Dev Biol 2022;10:1089915. [PMID: 36544902 PMCID: PMC9760806 DOI: 10.3389/fcell.2022.1089915] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 11/23/2022] [Indexed: 12/08/2022]  Open
33
Wang P, Zhang Z, Lin R, Lin J, Liu J, Zhou X, Jiang L, Wang Y, Deng X, Lai H, Xiao H. Machine learning links different gene patterns of viral infection to immunosuppression and immune-related biomarkers in severe burns. Front Immunol 2022;13:1054407. [PMID: 36518755 PMCID: PMC9742460 DOI: 10.3389/fimmu.2022.1054407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 11/08/2022] [Indexed: 11/29/2022]  Open
34
Tu D, Ma C, Zeng Z, Xu Q, Guo Z, Song X, Zhao X. Identification of hub genes and transcription factor regulatory network for heart failure using RNA-seq data and robust rank aggregation analysis. Front Cardiovasc Med 2022;9:916429. [PMID: 36386304 PMCID: PMC9649652 DOI: 10.3389/fcvm.2022.916429] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 09/30/2022] [Indexed: 11/23/2022]  Open
35
Liu J, Zhou Y, Liu H, Ma M, Wang F, Liu C, Yuan Q, Wang H, Hou X, Yin P. Metabolic reprogramming enables the auxiliary diagnosis of breast cancer by automated breast volume scanner. Front Oncol 2022;12:939606. [PMCID: PMC9597368 DOI: 10.3389/fonc.2022.939606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 09/15/2022] [Indexed: 12/24/2022]  Open
36
Chen H, Jiang R, Huang W, Chen K, Zeng R, Wu H, Yang Q, Guo K, Li J, Wei R, Liao S, Tse HF, Sha W, Zhuo Z. Identification of energy metabolism-related biomarkers for risk prediction of heart failure patients using random forest algorithm. Front Cardiovasc Med 2022;9:993142. [PMID: 36304554 PMCID: PMC9593065 DOI: 10.3389/fcvm.2022.993142] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 09/20/2022] [Indexed: 11/13/2022]  Open
37
Yang Y, Xu L, Qiao Y, Wang T, Zheng Q. Construction of a neural network diagnostic model and investigation of immune infiltration characteristics for Crohn’s disease. Front Genet 2022;13:976578. [PMID: 36186439 PMCID: PMC9520627 DOI: 10.3389/fgene.2022.976578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 08/16/2022] [Indexed: 11/13/2022]  Open
38
He Y, Cong L, He Q, Feng N, Wu Y. Development and validation of immune-based biomarkers and deep learning models for Alzheimer’s disease. Front Genet 2022;13:968598. [PMID: 36072674 PMCID: PMC9441688 DOI: 10.3389/fgene.2022.968598] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 07/22/2022] [Indexed: 12/30/2022]  Open
39
Sun D, Peng H, Wu Z. Establishment and Analysis of a Combined Diagnostic Model of Alzheimer's Disease With Random Forest and Artificial Neural Network. Front Aging Neurosci 2022;14:921906. [PMID: 35847663 PMCID: PMC9280980 DOI: 10.3389/fnagi.2022.921906] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Accepted: 06/01/2022] [Indexed: 12/31/2022]  Open
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Wu Y, Chen H, Li L, Zhang L, Dai K, Wen T, Peng J, Peng X, Zheng Z, Jiang T, Xiong W. Construction of Novel Gene Signature-Based Predictive Model for the Diagnosis of Acute Myocardial Infarction by Combining Random Forest With Artificial Neural Network. Front Cardiovasc Med 2022;9:876543. [PMID: 35694667 PMCID: PMC9174464 DOI: 10.3389/fcvm.2022.876543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 04/26/2022] [Indexed: 11/19/2022]  Open
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She J, Su D, Diao R, Wang L. A Joint Model of Random Forest and Artificial Neural Network for the Diagnosis of Endometriosis. Front Genet 2022;13:848116. [PMID: 35350240 PMCID: PMC8957986 DOI: 10.3389/fgene.2022.848116] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 01/28/2022] [Indexed: 11/13/2022]  Open
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Zhou Y, Yu Z, Liu L, Wei L, Zhao L, Huang L, Wang L, Sun S. Construction and evaluation of an integrated predictive model for chronic kidney disease based on the random forest and artificial neural network approaches. Biochem Biophys Res Commun 2022;603:21-28. [PMID: 35276459 DOI: 10.1016/j.bbrc.2022.02.099] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 02/23/2022] [Indexed: 12/18/2022]
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Liu J, Wang X, Sun J, Chen Y, Li J, Huang J, Du H, Gan L, Qiu Z, Li H, Ren G, Wei Y. The Novel Methylation Biomarker NPY5R Sensitizes Breast Cancer Cells to Chemotherapy. Front Cell Dev Biol 2022;9:798221. [PMID: 35087836 PMCID: PMC8787223 DOI: 10.3389/fcell.2021.798221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 12/15/2021] [Indexed: 11/26/2022]  Open
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