Xiaopeng Ji
Biographic Data
| ID | 6206107 |
|---|---|
| NAME | Xiaopeng Ji |
| GIVEN NAMES | Xiaopeng |
| FAMILY NAME | Ji |
| SIGNATURE | JI X |
| AFFILIATIONS | University of Delaware |
| ORCID | 0000-0002-6977-3883 |
| VERIFIED | Yes |
| TOTAL WORKS | 4 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 4 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2017 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
STI/HIV risk prediction model development—A novel use of public data to forecast STIs/HIV risk for men who have sex with men
A novel automatic framework is proposed for global sexually transmissible infections (STIs) and HIV risk prediction. Four machine learning methods, namely, Gradient Boosting Machine (GBM), Random Forest (RF), XG Boost, and Ensemble learning GBM-RF-XG Boost are applied and evaluated on the Demographic and Health Surveys Program (DHSP), with thirteen features ultimately selected as the most predictive features. Classification and generalization exp…
Adverse Childhood Experiences May Dampen the Protective Role of Sleep Duration on Adolescent Obesity Risk
Serum micronutrient status, sleep quality and neurobehavioural function among early adolescents
Objective: To examine associations between serum micronutrients and neurobehavioural function and the mediating role of sleep quality in early adolescents. Design: In this cross-sectional study, peripheral blood samples were analysed for Fe and Zn levels. The Pittsburgh Sleep Quality Index and Penn Computerized Neurocognitive Battery were used to assess sleep quality and neurobehavioural function, respectively. The logistic/linear regressions and…
The relationship between micronutrient status and sleep patterns
Objective To review articles on the relationship of dietary and circulating micronutrients with sleep patterns, and to identify issues surrounding implications for future research and public health practice. Design A systematic review was conducted. PubMed, Embase and Scopus were searched through January 2016. Setting Both experimental and observational studies were included. However, studies that focused on secondary sleep impairment due to como…
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The relationship between micronutrient status and sleep patterns
Objective To review articles on the relationship of dietary and circulating micronutrients with sleep patterns, and to identify issues surrounding implications for future research and public health practice. Design A systematic review was conducted. PubMed, Embase and Scopus were searched through January 2016. Setting Both experimental and observational studies were included. However, studies that focused on secondary sleep impairment due to como…
Serum micronutrient status, sleep quality and neurobehavioural function among early adolescents
Objective: To examine associations between serum micronutrients and neurobehavioural function and the mediating role of sleep quality in early adolescents. Design: In this cross-sectional study, peripheral blood samples were analysed for Fe and Zn levels. The Pittsburgh Sleep Quality Index and Penn Computerized Neurocognitive Battery were used to assess sleep quality and neurobehavioural function, respectively. The logistic/linear regressions and…
Adverse Childhood Experiences May Dampen the Protective Role of Sleep Duration on Adolescent Obesity Risk
STI/HIV risk prediction model development—A novel use of public data to forecast STIs/HIV risk for men who have sex with men
A novel automatic framework is proposed for global sexually transmissible infections (STIs) and HIV risk prediction. Four machine learning methods, namely, Gradient Boosting Machine (GBM), Random Forest (RF), XG Boost, and Ensemble learning GBM-RF-XG Boost are applied and evaluated on the Demographic and Health Surveys Program (DHSP), with thirteen features ultimately selected as the most predictive features. Classification and generalization exp…
Internal Medicine (2 works) · Medicine (2 works) · Sleep and related disorders (2 works) · Area under curve (1 work) · Artificial Intelligence (1 work) · Birth, Development, and Health (1 work) · Body mass index (1 work) · Childhood obesity (1 work) · Computer Science (1 work) · Demography (1 work)