Yang H - Search Results

1

Interpretable prediction of 3-year all-cause mortality in patients with heart failure caused by coronary heart disease based on machine learning and SHAP.

Wang K, Tian J, Zheng C, Yang H, Ren J, Liu Y, Han Q, Zhang Y. Wang K, et al. Among authors: yang h. Comput Biol Med. 2021 Oct;137:104813. doi: 10.1016/j.compbiomed.2021.104813. Epub 2021 Aug 28. Comput Biol Med. 2021. PMID: 34481185 Free article.

2

Application of Extreme Learning Machine in the Survival Analysis of Chronic Heart Failure Patients With High Percentage of Censored Survival Time.

Yang H, Tian J, Meng B, Wang K, Zheng C, Liu Y, Yan J, Han Q, Zhang Y. Yang H, et al. Front Cardiovasc Med. 2021 Oct 29;8:726516. doi: 10.3389/fcvm.2021.726516. eCollection 2021. Front Cardiovasc Med. 2021. PMID: 34778396 Free PMC article.

3

A nomogram based on a patient-reported outcomes measure: predicting the risk of readmission for patients with chronic heart failure.

Han Q, Ren J, Tian J, Yang H, Zhang Q, Wang R, Zhao J, Han L, Li C, Yan J, Wang K, Zheng C, Han Q, Zhang Y. Han Q, et al. Among authors: yang h. Health Qual Life Outcomes. 2020 Aug 27;18(1):290. doi: 10.1186/s12955-020-01534-6. Health Qual Life Outcomes. 2020. PMID: 32854729 Free PMC article.

4

Improving Risk Identification of Adverse Outcomes in Chronic Heart Failure Using SMOTE+ENN and Machine Learning.

Wang K, Tian J, Zheng C, Yang H, Ren J, Li C, Han Q, Zhang Y. Wang K, et al. Among authors: yang h. Risk Manag Healthc Policy. 2021 Jun 8;14:2453-2463. doi: 10.2147/RMHP.S310295. eCollection 2021. Risk Manag Healthc Policy. 2021. PMID: 34149290 Free PMC article.

5

Time-to-event prediction analysis of patients with chronic heart failure comorbid with atrial fibrillation: a LightGBM model.

Zheng C, Tian J, Wang K, Han L, Yang H, Ren J, Li C, Zhang Q, Han Q, Zhang Y. Zheng C, et al. Among authors: yang h. BMC Cardiovasc Disord. 2021 Aug 4;21(1):379. doi: 10.1186/s12872-021-02188-y. BMC Cardiovasc Disord. 2021. PMID: 34348648 Free PMC article.

6

Hierarchical management of chronic heart failure: a perspective based on the latent structure of comorbidities.

Zheng C, Han L, Tian J, Li J, He H, Han G, Wang K, Yang H, Yan J, Meng B, Han Q, Zhang Y. Zheng C, et al. Among authors: yang h. ESC Heart Fail. 2022 Feb;9(1):595-605. doi: 10.1002/ehf2.13708. Epub 2021 Nov 14. ESC Heart Fail. 2022. PMID: 34779142 Free PMC article.

7

Using machine learning methods to predict hepatic encephalopathy in cirrhotic patients with unbalanced data.

Yang H, Li X, Cao H, Cui Y, Luo Y, Liu J, Zhang Y. Yang H, et al. Comput Methods Programs Biomed. 2021 Nov;211:106420. doi: 10.1016/j.cmpb.2021.106420. Epub 2021 Sep 16. Comput Methods Programs Biomed. 2021. PMID: 34555589 Free article.

8

Analysis Of Re-Hospitalizations For Patients With Heart Failure Caused By Coronary Heart Disease: Data Of First Event And Recurrent Event.

Tian J, Yan J, Zhang Q, Yang H, Chen X, Han Q, Han R, Ren J, Zhang Y, Han Q. Tian J, et al. Among authors: yang h. Ther Clin Risk Manag. 2019 Nov 14;15:1333-1341. doi: 10.2147/TCRM.S218694. eCollection 2019. Ther Clin Risk Manag. 2019. PMID: 31814728 Free PMC article.

9

A novel age-biomarker-clinical history prognostic index for heart failure with reduced left ventricular ejection fraction.

Li H, Cui Y, Tian J, Yang H, Zhang Q, Wang K, Han Q, Zhang Y. Li H, et al. Among authors: yang h. Open Med (Wars). 2020 Jul 10;15(1):644-653. doi: 10.1515/med-2020-0209. eCollection 2020. Open Med (Wars). 2020. PMID: 33336021 Free PMC article.

10

NCP-BiRW: A Hybrid Approach for Predicting Long Noncoding RNA-Disease Associations by Network Consistency Projection and Bi-Random Walk.

Liu Y, Yang H, Zheng C, Wang K, Yan J, Cao H, Zhang Y. Liu Y, et al. Among authors: yang h. Front Genet. 2022 Apr 13;13:862272. doi: 10.3389/fgene.2022.862272. eCollection 2022. Front Genet. 2022. PMID: 35495166 Free PMC article.

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