Zhixin Zhang
Biographic Data
| ID | 5819277 |
|---|---|
| NAME | Zhixin Zhang |
| GIVEN NAMES | Zhixin |
| FAMILY NAME | Zhang |
| SIGNATURE | ZHANG Z |
| AFFILIATIONS | China-Japan Friendship Hospital |
| ORCID | 0000-0003-2979-6922 |
| VERIFIED | Yes |
| TOTAL WORKS | 18 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 18 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2016 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
The power of habit
Development and external validation of an interpretable machine learning-based model for obesity risk prediction in 2–18-year-old children and adolescents in Beijing and Tangshan
Background: The multifactorial mechanisms driving childhood obesity, a global public health challenge, are yet to be fully elucidated. We aimed to develop and externally validate three widely applied machine learning models alongside logistic regression in 2-18-year-old children and adolescents in Beijing and Tangshan to predict obesity risk. As a further step, we wanted to interpret the optimised model and translate it into a web-based tool to i…
Efficacy effects of fecal microbiota transplantation on depressive symptoms
There is insufficient evidence to support a significant efficacy of FMT on depressive symptoms, but subgroup analyses suggest that FMT may have a better antidepressant effect in the population with confirmed depression, and therefore more randomized controlled trials are necessary to validate the association between FMT and depressive symptoms
Prevalence of malnutrition and associated factors in Chinese children and adolescents aged 3–14 years using machine learning algorithms
Background: Child malnutrition represents a critical global public health issue and it is characterised by high prevalence and severe long-term consequences for growth and development. A better understanding of its contributory factors is essential to inform the design of targeted prevention strategies and evidence-based interventions. We aimed to estimate the prevalence of malnutrition in children and adolescents aged 3-14 years, and further to …
Factors associated with underweight, overweight, and obesity in Chinese children aged 3–14 years using ensemble learning algorithms
Background: Factors underlying the development of childhood underweight, overweight, and obesity are not fully understood. Traditional models have drawbacks in handling large-scale, high-dimensional, and nonlinear data. In this study, we aimed to identify factors responsible for underweight, overweight, and obesity using machine learning methods among Chinese children. Methods: Our study participants were children aged 3-14 from 30 kindergartens …
Factors associated with allergic diseases in Chinese children aged 6-14 years
We identified three minimal sets of factors that can capture the majority of whole information and accurately predict the risk for asthma, rhinitis and eczema among children aged 6-14 years
Simultaneous extraction of spatial and attributional building information across large-scale urban landscapes from high-resolution satellite imagery
Impact of media trust and personal epidemic experience on epidemic prevention behaviors in the context of Covid-19
Objective This study aimed to elucidate the impact of media trust on epidemic prevention motivation and behaviors based on the Protection Motivation Theory (PMT) and to evaluate the moderation effect of personal epidemic experience, which focused on the differences in two groups with or without epidemic experience. Methods The exogenous constructs and PMT model and scale were constructed through literature analysis, and a web-based questionnaire …
Overlap between mental representations of nationalities modulates perceptual matching
Development of technology opportunity analysis based on technology landscape by extending technology elements with Bert and TRIZ
Global, regional, and national burdens of myocarditis, 1990–2019
Globally, the ASIR and DALY for myocarditis decreased and the ASDR was stable over the past 30 years. The risk of incidences and death cases increased with age. Measures should be taken to control the risk of myocarditis in high-burden regions. Medical supplies should be improved in the high-middle SDI regions and middle SDI regions to reduce the deaths from myocarditis in these regions
Loss context enhances preferences for generosity but reduces preferences for honesty
The current literature has revealed mixed evidence on whether loss (vs. gain) context promotes or curtails human prosociality. The current study (N=96) aimed to address this issue by examining whether gain/loss context has distinct effects on different prosocial preferences combining computational modelling with Dictator Game and Message Game. These interactive games allow for dissociating preferences for generosity and honesty, which have been r…
Molecular mechanisms underlying the anticancer activities of licorice flavonoids
The effect of positive reciprocity in the relationship between college students' moral identity and moral behavior
We explored the mediating mechanism of positive reciprocity in the relationship between moral identity and moral behavior, using data obtained from a survey of 567 college students. The results indicate that moral identity internalization, moral identity symbolization, and overall moral identity were positively correlated with positive reciprocity and moral behavior. In addition, positive reciprocity was positively correlated with moral behavior.…
Effects of E-Learning Environment Use on Visual Function of Elementary and Middle School Students
This two-year follow-up assessment was performed on 721 elementary (Grades 2-4) and middle (Grade 1) school students who used, and 62 Grade 4 (Control) students who did not use, E-learning environments from schools in Beijing and Shandong Province, China. Statistical analysis included repeated-measures single-factor and two-factor analyses of variance, and analysis of covariance (ANCOVA). In three assessments over two years, the students' visual …
The anti-diabetic activity of licorice, a widely used Chinese herb
Deciphering biochemical basis of Qingkailing injection-induced anaphylaxis in a rat model by time-dependent metabolomic profiling based on metabolite polarity-oriented analysis
Lifelong guidance
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Lifelong guidance
Deciphering biochemical basis of Qingkailing injection-induced anaphylaxis in a rat model by time-dependent metabolomic profiling based on metabolite polarity-oriented analysis
Effects of E-Learning Environment Use on Visual Function of Elementary and Middle School Students
This two-year follow-up assessment was performed on 721 elementary (Grades 2-4) and middle (Grade 1) school students who used, and 62 Grade 4 (Control) students who did not use, E-learning environments from schools in Beijing and Shandong Province, China. Statistical analysis included repeated-measures single-factor and two-factor analyses of variance, and analysis of covariance (ANCOVA). In three assessments over two years, the students' visual …
The anti-diabetic activity of licorice, a widely used Chinese herb
Molecular mechanisms underlying the anticancer activities of licorice flavonoids
The effect of positive reciprocity in the relationship between college students' moral identity and moral behavior
We explored the mediating mechanism of positive reciprocity in the relationship between moral identity and moral behavior, using data obtained from a survey of 567 college students. The results indicate that moral identity internalization, moral identity symbolization, and overall moral identity were positively correlated with positive reciprocity and moral behavior. In addition, positive reciprocity was positively correlated with moral behavior.…
Impact of media trust and personal epidemic experience on epidemic prevention behaviors in the context of Covid-19
Objective This study aimed to elucidate the impact of media trust on epidemic prevention motivation and behaviors based on the Protection Motivation Theory (PMT) and to evaluate the moderation effect of personal epidemic experience, which focused on the differences in two groups with or without epidemic experience. Methods The exogenous constructs and PMT model and scale were constructed through literature analysis, and a web-based questionnaire …
Overlap between mental representations of nationalities modulates perceptual matching
Development of technology opportunity analysis based on technology landscape by extending technology elements with Bert and TRIZ
Global, regional, and national burdens of myocarditis, 1990–2019
Globally, the ASIR and DALY for myocarditis decreased and the ASDR was stable over the past 30 years. The risk of incidences and death cases increased with age. Measures should be taken to control the risk of myocarditis in high-burden regions. Medical supplies should be improved in the high-middle SDI regions and middle SDI regions to reduce the deaths from myocarditis in these regions
Loss context enhances preferences for generosity but reduces preferences for honesty
The current literature has revealed mixed evidence on whether loss (vs. gain) context promotes or curtails human prosociality. The current study (N=96) aimed to address this issue by examining whether gain/loss context has distinct effects on different prosocial preferences combining computational modelling with Dictator Game and Message Game. These interactive games allow for dissociating preferences for generosity and honesty, which have been r…
Simultaneous extraction of spatial and attributional building information across large-scale urban landscapes from high-resolution satellite imagery
Prevalence of malnutrition and associated factors in Chinese children and adolescents aged 3–14 years using machine learning algorithms
Background: Child malnutrition represents a critical global public health issue and it is characterised by high prevalence and severe long-term consequences for growth and development. A better understanding of its contributory factors is essential to inform the design of targeted prevention strategies and evidence-based interventions. We aimed to estimate the prevalence of malnutrition in children and adolescents aged 3-14 years, and further to …
Factors associated with underweight, overweight, and obesity in Chinese children aged 3–14 years using ensemble learning algorithms
Background: Factors underlying the development of childhood underweight, overweight, and obesity are not fully understood. Traditional models have drawbacks in handling large-scale, high-dimensional, and nonlinear data. In this study, we aimed to identify factors responsible for underweight, overweight, and obesity using machine learning methods among Chinese children. Methods: Our study participants were children aged 3-14 from 30 kindergartens …
Factors associated with allergic diseases in Chinese children aged 6-14 years
We identified three minimal sets of factors that can capture the majority of whole information and accurately predict the risk for asthma, rhinitis and eczema among children aged 6-14 years
The power of habit
Development and external validation of an interpretable machine learning-based model for obesity risk prediction in 2–18-year-old children and adolescents in Beijing and Tangshan
Background: The multifactorial mechanisms driving childhood obesity, a global public health challenge, are yet to be fully elucidated. We aimed to develop and externally validate three widely applied machine learning models alongside logistic regression in 2-18-year-old children and adolescents in Beijing and Tangshan to predict obesity risk. As a further step, we wanted to interpret the optimised model and translate it into a web-based tool to i…
Efficacy effects of fecal microbiota transplantation on depressive symptoms
There is insufficient evidence to support a significant efficacy of FMT on depressive symptoms, but subgroup analyses suggest that FMT may have a better antidepressant effect in the population with confirmed depression, and therefore more randomized controlled trials are necessary to validate the association between FMT and depressive symptoms
Medicine (7 works) · Psychology (7 works) · Social Psychology (5 works) · Artificial Intelligence (3 works) · Biology (3 works) · Computer Science (3 works) · Geography (3 works) · Internal Medicine (3 works) · Pediatrics (3 works) · Pharmacological Effects of Natural Compounds (3 works)