Hongyuan Liang
Biographic Data
| ID | 7730909 |
|---|---|
| NAME | Hongyuan Liang |
| GIVEN NAMES | Hongyuan |
| FAMILY NAME | Liang |
| SIGNATURE | LIANG H |
| AFFILIATIONS | Capital Medical University |
| ORCID | 0009-0008-2678-2094 |
| VERIFIED | Yes |
| TOTAL WORKS | 5 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 5 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2008 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Supervised machine learning algorithms to predict the duration and risk of long-term hospitalization in HIV-infected individuals
Objective: The study aimed to use supervised machine learning models to predict the length and risk of prolonged hospitalization in PLWHs to help physicians timely clinical intervention and avoid waste of health resources. Methods: , while classification models were established based on RF, KNN, SVM, NN, and XGB to predict risk of prolonged hospital stay using accuracy, PPV, NPV, specificity, sensitivity, and kappa, and visualization evaluation b…
Subgroup detection-based dental caries status and inequalities trend exploration
Background: The goal of this study was to identify potentially important factors for the dental health though heterogeneous effects of risk factors within Chinese adolescent populations with different characteristics by analyzing the repeated cross-sectional data collected in the 3rd (2005) and 4th (2015) National Oral Health Survey. Methods: We studied the relationships between the decayed, missing and filled permanent teeth (DMFT) score, which …
Trends in rates and causes of hospitalization among people living with HIV in the antiretroviral therapy era
Background The introduction of antiretroviral therapy (ART) has resulted in marked reductions in morbidity among people living with HIV (PLWH). Monitoring the hospitalizations of PLWH is important in evaluating the quality of healthcare and forecasting the co-morbidity pattern. We aimed to describe the trends in the rates and causes of hospitalization among PLWH who initiated ART in an HIV-designated hospital in China. Methods PLWH who initiated …
Sexual mixing patterns among social networks of HIV-positive and HIV-negative Beijing men who have sex with men
Men who have sex with men (MSM) are of immediate concern in China's HIV epidemic. In 2008, approximately 2.5-6.5% of China's eight million MSM were HIV positive, while MSM represented 11% of all new HIV cases. Two factors that will in-part determine HIV-transmission dynamics among MSM, are sexual mixing patterns and the social networks which shape them. Sexual mixing patterns and social networks of Chinese MSM, however, remain poorly understood w…
Risk Factors for Syphilis and Prevalence of HIV, Hepatitis B and C among Men Who Have Sex with Men in Beijing, China
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Risk Factors for Syphilis and Prevalence of HIV, Hepatitis B and C among Men Who Have Sex with Men in Beijing, China
Sexual mixing patterns among social networks of HIV-positive and HIV-negative Beijing men who have sex with men
Men who have sex with men (MSM) are of immediate concern in China's HIV epidemic. In 2008, approximately 2.5-6.5% of China's eight million MSM were HIV positive, while MSM represented 11% of all new HIV cases. Two factors that will in-part determine HIV-transmission dynamics among MSM, are sexual mixing patterns and the social networks which shape them. Sexual mixing patterns and social networks of Chinese MSM, however, remain poorly understood w…
Subgroup detection-based dental caries status and inequalities trend exploration
Background: The goal of this study was to identify potentially important factors for the dental health though heterogeneous effects of risk factors within Chinese adolescent populations with different characteristics by analyzing the repeated cross-sectional data collected in the 3rd (2005) and 4th (2015) National Oral Health Survey. Methods: We studied the relationships between the decayed, missing and filled permanent teeth (DMFT) score, which …
Trends in rates and causes of hospitalization among people living with HIV in the antiretroviral therapy era
Background The introduction of antiretroviral therapy (ART) has resulted in marked reductions in morbidity among people living with HIV (PLWH). Monitoring the hospitalizations of PLWH is important in evaluating the quality of healthcare and forecasting the co-morbidity pattern. We aimed to describe the trends in the rates and causes of hospitalization among PLWH who initiated ART in an HIV-designated hospital in China. Methods PLWH who initiated …
Supervised machine learning algorithms to predict the duration and risk of long-term hospitalization in HIV-infected individuals
Objective: The study aimed to use supervised machine learning models to predict the length and risk of prolonged hospitalization in PLWHs to help physicians timely clinical intervention and avoid waste of health resources. Methods: , while classification models were established based on RF, KNN, SVM, NN, and XGB to predict risk of prolonged hospital stay using accuracy, PPV, NPV, specificity, sensitivity, and kappa, and visualization evaluation b…
Medicine (5 works) · Demography (4 works) · HIV/AIDS Research and Interventions (4 works) · Beijing (3 works) · China (3 works) · Family medicine (3 works) · Adolescent Sexual and Reproductive Health (2 works) · Environmental health (2 works) · Geography (2 works) · HIV-related health complications and treatments (2 works)