Jiang Bian
Biographic Data
| ID | 183433 |
|---|---|
| NAME | Jiang Bian |
| GIVEN NAMES | Jiang |
| FAMILY NAME | Bian |
| SIGNATURE | BIAN J |
| AFFILIATIONS | University of Florida |
| ORCID | 0000-0002-2238-5429 |
| VERIFIED | Yes |
| TOTAL WORKS | 12 |
| TOTAL CITATIONS | 2 |
| AUTHOR COUNT | 12 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2013 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
The intersection of place and health: Examining the association of social determinants of health and diabetes in children and adolescents in Florida
Diabetes is a leading cause of mortality globally and ranks as the eighth leading cause of death in the United States. Affecting approximately 8.9% of Americans, diabetes imposes a substantial public health burden. Florida lies within the “Diabetes Belt,” a region identified by the Centers for Disease Control and Prevention where residents face an elevated risk of diabetes. Over the past two decades, the incidence of type 1 (T1D) and type 2 diabe…
Genetic Testing for Cancer Risk and Perceived Importance of Genetic Information Among US Population by Race and Ethnicity: A Cross-sectional Study
Impact of Contextual-Level Social Determinants of Health on Newer Antidiabetic Drug Adoption in Patients with Type 2 Diabetes
Background: We aimed to investigate the association between contextual-level social determinants of health (SDoH) and the use of novel antidiabetic drugs (ADD), including sodium-glucose cotransporter-2 inhibitors (SGLT2i) and glucagon-like peptide-1 receptor agonists (GLP1a) for patients with type 2 diabetes (T2D), and whether the association varies across racial and ethnic groups. Methods: Using electronic health records from the OneFlorida+ net…
Infant Low Birth Weight Prediction Using Graph Embedding Features
Low Birth weight (LBW) infants pose a serious public health concern worldwide in both the short and long term for infants and their mothers. Infant weight prediction prior to birth can help to identify risk factors and reduce the risk of infant morbidity and mortality. Although many Machine Learning (ML) algorithms have been proposed for LBW prediction using maternal features and produced considerable model performance, their performance needs to…
Assessing the Documentation of Social Determinants of Health for Lung Cancer Patients in Clinical Narratives
Social determinants of health (SDoH) are important factors associated with cancer risk and treatment outcomes. There is an increasing interest in exploring SDoH captured in electronic health records (EHRs) to assess cancer risk and outcomes; however, most SDoH are only captured in free-text clinical narratives such as physicians' notes that are not readily accessible. In this study, we applied a natural language processing (NLP) system to identif…
Prevalence of Alzheimer’s and Related Dementia Diseases and Risk Factors Among Transgender Adults, Florida, 2012‒2020
Objectives. To estimate the prevalence rates of Alzheimer’s disease and related dementias (ADRD) and their risk factors in the transgender population and compare the rates to those in cisgender adults. Methods. We identified 1784 transgender adults in the linked electronic health records and claims data between 2012 and 2020 from the OneFlorida Clinical Research Consortium. We calculated the prevalence of ADRD and ADRD risk factors for the transg…
Emotional Responses and Perceived Relative Harm Mediate the Effect of Exposure to Misinformation about E-Cigarettes on Twitter and Intention to Purchase E-Cigarettes among Adult Smokers
There is a gap in knowledge on the affective mechanisms underlying effects of exposure to health misinformation. This study aimed to understand whether discrete emotional responses and perceived relative harm of e-cigarettes versus smoking mediate the effect of exposure to tweets about the harms of e-cigarettes on Twitter and intention to purchase e-cigarettes among adult smokers. We conducted a web-based experiment in November 2019 among 2400 ad…
A feasibility trial of parent HPV vaccine reminders and phone-based motivational interviewing
Without providing explicit consent to receive vaccine-related messages, parents nonetheless found postcards and interactive text messages acceptable. Centralizing MI to phone calls with trained staff was acceptable to parents and resulted in highly MI-adherent interviews
Classification Tree Analysis of Factors Associated with Oral Cancer Exam
Objective: In this study, we performed a classification tree analysis (CTA) to identify population subgroups that are less likely to have an oral cancer examination (OCE). Methods: We conducted telephone surveys (N = 2401) of adults residing in north Florida to collect data on OCE status and potential OCE predictors including demographics, medical and dental experience, and psychosocial factors. The CTA algorithm exhaustive chi-square automatic i…
Injury Burden in the United States: Accurate, Reliable, and Timely Surveillance Using Electronic Health Care Data
Current injury surveillance systems in the United States, including the National Electronic Injury Surveillance System (NEISS), are unable to draw reliable subnational and subannual incidence estimates. Compared with the International Classification of Diseases (ICD), the clinical ontology system currently used widely in health care, NEISS’s coding structure lacks specificity and consistency. In parallel, the quality of ICD codes depends on accur…
Rural-urban and racial-ethnic differences in awareness of direct-to-consumer genetic testing
Rural-urban and racial-ethnic differences exist in awareness of direct-to-consumer genetic testing. These differences may translate into disparities in the uptake of genetic testing, health behavior change, and disease prevention through precision and personalized medicine
Factors associated with skipping breakfast among Inner Mongolia Medical students in China
Breakfast consumption was associated with many factors, most importantly monthly expenses, sleeping quality and the learning process. The prevalence of skipping breakfast is significantly higher compared recently reported figures for medical students in western countries and other areas of China. Improvement of breakfast education should be considered for students in which higher monthly expenses, poor sleeping quality, or a laborious learning pr…
Injury Burden in the United States: Accurate, Reliable, and Timely Surveillance Using Electronic Health Care Data
Current injury surveillance systems in the United States, including the National Electronic Injury Surveillance System (NEISS), are unable to draw reliable subnational and subannual incidence estimates. Compared with the International Classification of Diseases (ICD), the clinical ontology system currently used widely in health care, NEISS’s coding structure lacks specificity and consistency. In parallel, the quality of ICD codes depends on accur…
Factors associated with skipping breakfast among Inner Mongolia Medical students in China
Breakfast consumption was associated with many factors, most importantly monthly expenses, sleeping quality and the learning process. The prevalence of skipping breakfast is significantly higher compared recently reported figures for medical students in western countries and other areas of China. Improvement of breakfast education should be considered for students in which higher monthly expenses, poor sleeping quality, or a laborious learning pr…
Rural-urban and racial-ethnic differences in awareness of direct-to-consumer genetic testing
Rural-urban and racial-ethnic differences exist in awareness of direct-to-consumer genetic testing. These differences may translate into disparities in the uptake of genetic testing, health behavior change, and disease prevention through precision and personalized medicine
Classification Tree Analysis of Factors Associated with Oral Cancer Exam
Objective: In this study, we performed a classification tree analysis (CTA) to identify population subgroups that are less likely to have an oral cancer examination (OCE). Methods: We conducted telephone surveys (N = 2401) of adults residing in north Florida to collect data on OCE status and potential OCE predictors including demographics, medical and dental experience, and psychosocial factors. The CTA algorithm exhaustive chi-square automatic i…
Injury Burden in the United States: Accurate, Reliable, and Timely Surveillance Using Electronic Health Care Data
Current injury surveillance systems in the United States, including the National Electronic Injury Surveillance System (NEISS), are unable to draw reliable subnational and subannual incidence estimates. Compared with the International Classification of Diseases (ICD), the clinical ontology system currently used widely in health care, NEISS’s coding structure lacks specificity and consistency. In parallel, the quality of ICD codes depends on accur…
Emotional Responses and Perceived Relative Harm Mediate the Effect of Exposure to Misinformation about E-Cigarettes on Twitter and Intention to Purchase E-Cigarettes among Adult Smokers
There is a gap in knowledge on the affective mechanisms underlying effects of exposure to health misinformation. This study aimed to understand whether discrete emotional responses and perceived relative harm of e-cigarettes versus smoking mediate the effect of exposure to tweets about the harms of e-cigarettes on Twitter and intention to purchase e-cigarettes among adult smokers. We conducted a web-based experiment in November 2019 among 2400 ad…
A feasibility trial of parent HPV vaccine reminders and phone-based motivational interviewing
Without providing explicit consent to receive vaccine-related messages, parents nonetheless found postcards and interactive text messages acceptable. Centralizing MI to phone calls with trained staff was acceptable to parents and resulted in highly MI-adherent interviews
Assessing the Documentation of Social Determinants of Health for Lung Cancer Patients in Clinical Narratives
Social determinants of health (SDoH) are important factors associated with cancer risk and treatment outcomes. There is an increasing interest in exploring SDoH captured in electronic health records (EHRs) to assess cancer risk and outcomes; however, most SDoH are only captured in free-text clinical narratives such as physicians' notes that are not readily accessible. In this study, we applied a natural language processing (NLP) system to identif…
Prevalence of Alzheimer’s and Related Dementia Diseases and Risk Factors Among Transgender Adults, Florida, 2012‒2020
Objectives. To estimate the prevalence rates of Alzheimer’s disease and related dementias (ADRD) and their risk factors in the transgender population and compare the rates to those in cisgender adults. Methods. We identified 1784 transgender adults in the linked electronic health records and claims data between 2012 and 2020 from the OneFlorida Clinical Research Consortium. We calculated the prevalence of ADRD and ADRD risk factors for the transg…
Impact of Contextual-Level Social Determinants of Health on Newer Antidiabetic Drug Adoption in Patients with Type 2 Diabetes
Background: We aimed to investigate the association between contextual-level social determinants of health (SDoH) and the use of novel antidiabetic drugs (ADD), including sodium-glucose cotransporter-2 inhibitors (SGLT2i) and glucagon-like peptide-1 receptor agonists (GLP1a) for patients with type 2 diabetes (T2D), and whether the association varies across racial and ethnic groups. Methods: Using electronic health records from the OneFlorida+ net…
Infant Low Birth Weight Prediction Using Graph Embedding Features
Low Birth weight (LBW) infants pose a serious public health concern worldwide in both the short and long term for infants and their mothers. Infant weight prediction prior to birth can help to identify risk factors and reduce the risk of infant morbidity and mortality. Although many Machine Learning (ML) algorithms have been proposed for LBW prediction using maternal features and produced considerable model performance, their performance needs to…
Genetic Testing for Cancer Risk and Perceived Importance of Genetic Information Among US Population by Race and Ethnicity: A Cross-sectional Study
The intersection of place and health: Examining the association of social determinants of health and diabetes in children and adolescents in Florida
Diabetes is a leading cause of mortality globally and ranks as the eighth leading cause of death in the United States. Affecting approximately 8.9% of Americans, diabetes imposes a substantial public health burden. Florida lies within the “Diabetes Belt,” a region identified by the Centers for Disease Control and Prevention where residents face an elevated risk of diabetes. Over the past two decades, the incidence of type 1 (T1D) and type 2 diabe…
Medicine (8 works) · Public health (7 works) · Environmental health (5 works) · Internal Medicine (5 works) · Population (5 works) · Biostatistics (4 works) · Computer Science (4 works) · Demography (4 works) · Demography (4 works) · Epidemiology (4 works)