Jungyoon Kim
Datos Biográficos
| ID | 5543243 |
|---|---|
| NOMBRE | Jungyoon Kim |
| NOMBRES | Jungyoon |
| APELLIDO | Kim |
| FIRMA | KIM J |
| AFILIACIONES | Kent State University |
| ORCID | 0000-0002-2396-9514 |
| VERIFICADO | Sí |
| TOTAL DE OBRAS | 20 |
| TOTAL DE CITAS | 1 |
| TOTAL COMO AUTOR | 20 |
| TOTAL COMO EDITOR | 0 |
| PRIMER AÑO DE PUBLICACIÓN | 2016 |
| AÑO MÁS RECIENTE DE PUBLICACIÓN | 2024 |
| ÍNDICE H | 1 |
Deep Tensor Evidence Fusion Network for Sentiment Classification
Recently, a multimodal sentiment analysis of social media has attracted increasing attention, and its core idea is to discovery heuristic fusion strategy to analyze the sentiment orientations over heterogeneous multimodal source from a learned compact multimodal representation. The existing multimodal fusion techniques not only struggle to achieve full heterogeneous data interaction, but also they are unable to dynamically assess the quality of v…
The Link Between Medicaid Expansion and School Absenteeism
BACKGROUND: Parental Medicaid eligibility has been shown to be linked to positive academic and school outcomes for children. However, the impact of adult Medicaid expansion on children's school absenteeism is largely unexplored in the literature. The aim of this study was to examine whether Medicaid expansion for adults under the Affordable Care Act (ACA), affected school absenteeism of children. METHODS: This study used data from the National Su…
Cross‐sectional survey study of primary care clinics on evidence‐based colorectal cancer screening intervention use
PURPOSE: The purpose of this study was to examine differences between urban and rural primary care clinics in the use of colorectal cancer (CRC) screening methods and evidence-based interventions to promote CRC screening. METHODS: This was a cross-sectional survey of primary care clinics in Nebraska. Surveys in paper form were sent out and followed up with telephone interviews to nonrespondents. Of the 375 facilities, 263 (70.1%) responded to the…
Modeling Sleep Quality Depending on Objective Actigraphic Indicators Based on Machine Learning Methods
According to data from the World Health Organization and medical research centers, the frequency and severity of various sleep disorders, including insomnia, are increasing steadily. This dynamic is associated with increased daily stress, anxiety, and depressive disorders. Poor sleep quality affects people's productivity and activity and their perception of quality of life in general. Therefore, predicting and classifying sleep quality is vital t…
Awareness and knowledge of Colorectal Cancer Screening among Latinos in Omaha, Nebraska
A Deep Neural Network-Based Method for Prediction of Dementia Using Big Data
The rise in dementia among the aging Korean population will quickly create a financial burden on society, but timely recognition of early warning for dementia and proper responses to the occurrence of dementia can enhance medical treatment. Health behavior and medical service usage data are relatively more accessible than clinical data, and a prescreening tool with easily accessible data could be a good solution for dementia-related problems. In …
Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System
In this study, we explored the relationship between objective and subjective measures for usability evaluation in in-vehicle infotainment systems (IVISs). As a case study, four displays were evaluated based on cluster location and display orientation (that is, front-horizontal, front-vertical, right-horizontal, and right-vertical). Thirty-six participants performed tasks to manipulate the functions of the IVISs and data were collected through an …
System Redesign
Assessing and addressing social determinants of health can improve health outcomes of older adults. The Nebraska Geriatrics Workforce Enhancement Program implemented a primary care liaison (PCL) model of care, including training primary care staff to assess and address unmet social needs, patient counseling to identify unmet needs, and mapping referral services through cross-sectoral partnerships. A PCL worked with three patient-centered medical …
The Impact of Medicaid Expansion for Adults Under the Affordable Care Act on Preventive Care for Children
INTRODUCTION: The Affordable Care Act of 2010 expanded Medicaid to low-income adults at or below 138% of the Federal Poverty Level (FPL). The aim of this study was to examine if expanding Medicaid to adults had an impact on preventive health care utilization of children from low-income families (focusing on families with annual incomes 0%-99% and 100%-199% of the FPL). METHODS: This study used data from the 2016 and 2017 National Survey of Childr…
A Review of Health Survey Research for People with Refugee Background Resettled from Africa
The Use of Deep Learning to Predict Stroke Patient Mortality
The increase in stroke incidence with the aging of the Korean population will rapidly impose an economic burden on society. Timely treatment can improve stroke prognosis. Awareness of stroke warning signs and appropriate actions in the event of a stroke improve outcomes. Medical service use and health behavior data are easier to collect than medical imaging data. Here, we used a deep neural network to detect stroke using medical service use and h…
A Deep Neural Network-Based Method for Early Detection of Osteoarthritis Using Statistical Data
A large number of people suffer from certain types of osteoarthritis, such as knee, hip, and spine osteoarthritis. A correct prediction of osteoarthritis is an essential step to effectively diagnose and prevent severe osteoarthritis. Osteoarthritis is commonly diagnosed by experts through manual inspection of patients' medical images, which are usually collected in hospitals. Checking the occurrence of osteoarthritis is somewhat time-consuming fo…
Wellness programme at the workplace promotes dietary change and improves health indicators in a longitudinal retrospective study
Objective To determine the effectiveness of a workplace wellness programme intervention in improving participants’ behaviour towards choosing a healthy diet and the correlation with health indicators. Design A retrospective cohort study. Setting Wellness programme in the Midwest, USA. Subjects Employees ( n 12 636) who participated in a wellness programme for three consecutive years during years 2004 to 2013 and who completed web-based health ris…
Can Coaching Help Community Partnerships Promote Health Equity, Community Engagement, and Policy, Systems, and Environmental Changes? Results From an Evaluation
Foundations and other entities have increasingly funded coaching and technical assistance to support multisector community partnerships to promote health and health equity. However, much remains to be learned about how coaching can best support these partnerships. As part of its efforts to build a culture in which everyone in the United States has a fair opportunity to be healthy, the Robert Wood Johnson Foundation partnered with the University o…
Clinic Exploration of Care Processes to Promote Colorectal Cancer Screening in Rural Accountable Care Organization Clinics
It is essential to have an effective care process to promote colorectal cancer (CRC) screening particularly in rural areas. Primary care health care providers may have a significant impact on improving CRC screening rates among rural residents through systematic screening processes in their clinics. In this qualitative study, we aimed to explore the whole clinic processes of recommending and referring CRC screening in the rural accountable care o…
Barriers and Facilitators of Colorectal Cancer Screening for Patients of Rural Accountable Care Organization Clinics
PURPOSE: This study examines multilevel factors related to colorectal cancer (CRC) screening in a rural Accountable Care Organization (ACO) setting. METHODS: The study used electronic medical record data from 8 rural ACO clinics in Nebraska. The final sample included 15,866 average-risk patients aged 50-75 years who visited participating clinics at least once from June 2014 to May 2015. Logistic regression was conducted to examine simultaneous ef…
Caudate Volumetric Reductions Predicted by Carbohydrate-Deficient Transferrin in Patients with Alcohol Dependence
Transforming Coalition Leadership
Effective coalitions need leaders who are able to reach beyond individual, group, and sectoral boundaries to advance a shared vision for healthy and thriving communities. The Robert Wood Johnson Foundation partnered with the Center for Creative Leadership to create a one-year pilot, the Community Coalition Leadership Program, to test a new approach to providing training in collaborative leadership. This article discusses the program, whether and …
Social Disparities in Exposure to Point-of-Sale Cigarette Marketing
While most ecological studies have shown that higher levels of point-of-sale (POS) cigarette marketing are associated with larger proportions of residents from lower socioeconomic and minority backgrounds in neighborhoods, there are no studies that examine individual-level social disparities in exposure to POS cigarette marketing among smokers in the United States. Our aim was to examine these disparities in a Midwestern metropolitan area in the …
The Association of Gasoline Prices With Hospital Utilization and Costs for Motorcycle and Nonmotorcycle Motor Vehicle Injuries in the United States
OBJECTIVES: This study examined the association between gasoline prices and hospitalizations for motorcycle and nonmotorcycle motor vehicle crash (MVC) injuries. METHODS: Data on inpatient hospitalizations were obtained from the 2001 to 2010 Nationwide Inpatient Sample. Panel feasible generalized least squares models were used to estimate the effects of monthly inflation-adjusted gasoline prices on hospitalization rates for MVC injuries and to pr…
Can Coaching Help Community Partnerships Promote Health Equity, Community Engagement, and Policy, Systems, and Environmental Changes? Results From an Evaluation
Foundations and other entities have increasingly funded coaching and technical assistance to support multisector community partnerships to promote health and health equity. However, much remains to be learned about how coaching can best support these partnerships. As part of its efforts to build a culture in which everyone in the United States has a fair opportunity to be healthy, the Robert Wood Johnson Foundation partnered with the University o…
Social Disparities in Exposure to Point-of-Sale Cigarette Marketing
While most ecological studies have shown that higher levels of point-of-sale (POS) cigarette marketing are associated with larger proportions of residents from lower socioeconomic and minority backgrounds in neighborhoods, there are no studies that examine individual-level social disparities in exposure to POS cigarette marketing among smokers in the United States. Our aim was to examine these disparities in a Midwestern metropolitan area in the …
The Association of Gasoline Prices With Hospital Utilization and Costs for Motorcycle and Nonmotorcycle Motor Vehicle Injuries in the United States
OBJECTIVES: This study examined the association between gasoline prices and hospitalizations for motorcycle and nonmotorcycle motor vehicle crash (MVC) injuries. METHODS: Data on inpatient hospitalizations were obtained from the 2001 to 2010 Nationwide Inpatient Sample. Panel feasible generalized least squares models were used to estimate the effects of monthly inflation-adjusted gasoline prices on hospitalization rates for MVC injuries and to pr…
Caudate Volumetric Reductions Predicted by Carbohydrate-Deficient Transferrin in Patients with Alcohol Dependence
Transforming Coalition Leadership
Effective coalitions need leaders who are able to reach beyond individual, group, and sectoral boundaries to advance a shared vision for healthy and thriving communities. The Robert Wood Johnson Foundation partnered with the Center for Creative Leadership to create a one-year pilot, the Community Coalition Leadership Program, to test a new approach to providing training in collaborative leadership. This article discusses the program, whether and …
Barriers and Facilitators of Colorectal Cancer Screening for Patients of Rural Accountable Care Organization Clinics
PURPOSE: This study examines multilevel factors related to colorectal cancer (CRC) screening in a rural Accountable Care Organization (ACO) setting. METHODS: The study used electronic medical record data from 8 rural ACO clinics in Nebraska. The final sample included 15,866 average-risk patients aged 50-75 years who visited participating clinics at least once from June 2014 to May 2015. Logistic regression was conducted to examine simultaneous ef…
A Review of Health Survey Research for People with Refugee Background Resettled from Africa
The Use of Deep Learning to Predict Stroke Patient Mortality
The increase in stroke incidence with the aging of the Korean population will rapidly impose an economic burden on society. Timely treatment can improve stroke prognosis. Awareness of stroke warning signs and appropriate actions in the event of a stroke improve outcomes. Medical service use and health behavior data are easier to collect than medical imaging data. Here, we used a deep neural network to detect stroke using medical service use and h…
A Deep Neural Network-Based Method for Early Detection of Osteoarthritis Using Statistical Data
A large number of people suffer from certain types of osteoarthritis, such as knee, hip, and spine osteoarthritis. A correct prediction of osteoarthritis is an essential step to effectively diagnose and prevent severe osteoarthritis. Osteoarthritis is commonly diagnosed by experts through manual inspection of patients' medical images, which are usually collected in hospitals. Checking the occurrence of osteoarthritis is somewhat time-consuming fo…
Wellness programme at the workplace promotes dietary change and improves health indicators in a longitudinal retrospective study
Objective To determine the effectiveness of a workplace wellness programme intervention in improving participants’ behaviour towards choosing a healthy diet and the correlation with health indicators. Design A retrospective cohort study. Setting Wellness programme in the Midwest, USA. Subjects Employees ( n 12 636) who participated in a wellness programme for three consecutive years during years 2004 to 2013 and who completed web-based health ris…
Can Coaching Help Community Partnerships Promote Health Equity, Community Engagement, and Policy, Systems, and Environmental Changes? Results From an Evaluation
Foundations and other entities have increasingly funded coaching and technical assistance to support multisector community partnerships to promote health and health equity. However, much remains to be learned about how coaching can best support these partnerships. As part of its efforts to build a culture in which everyone in the United States has a fair opportunity to be healthy, the Robert Wood Johnson Foundation partnered with the University o…
Clinic Exploration of Care Processes to Promote Colorectal Cancer Screening in Rural Accountable Care Organization Clinics
It is essential to have an effective care process to promote colorectal cancer (CRC) screening particularly in rural areas. Primary care health care providers may have a significant impact on improving CRC screening rates among rural residents through systematic screening processes in their clinics. In this qualitative study, we aimed to explore the whole clinic processes of recommending and referring CRC screening in the rural accountable care o…
The Impact of Medicaid Expansion for Adults Under the Affordable Care Act on Preventive Care for Children
INTRODUCTION: The Affordable Care Act of 2010 expanded Medicaid to low-income adults at or below 138% of the Federal Poverty Level (FPL). The aim of this study was to examine if expanding Medicaid to adults had an impact on preventive health care utilization of children from low-income families (focusing on families with annual incomes 0%-99% and 100%-199% of the FPL). METHODS: This study used data from the 2016 and 2017 National Survey of Childr…
A Deep Neural Network-Based Method for Prediction of Dementia Using Big Data
The rise in dementia among the aging Korean population will quickly create a financial burden on society, but timely recognition of early warning for dementia and proper responses to the occurrence of dementia can enhance medical treatment. Health behavior and medical service usage data are relatively more accessible than clinical data, and a prescreening tool with easily accessible data could be a good solution for dementia-related problems. In …
Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System
In this study, we explored the relationship between objective and subjective measures for usability evaluation in in-vehicle infotainment systems (IVISs). As a case study, four displays were evaluated based on cluster location and display orientation (that is, front-horizontal, front-vertical, right-horizontal, and right-vertical). Thirty-six participants performed tasks to manipulate the functions of the IVISs and data were collected through an …
System Redesign
Assessing and addressing social determinants of health can improve health outcomes of older adults. The Nebraska Geriatrics Workforce Enhancement Program implemented a primary care liaison (PCL) model of care, including training primary care staff to assess and address unmet social needs, patient counseling to identify unmet needs, and mapping referral services through cross-sectoral partnerships. A PCL worked with three patient-centered medical …
The Link Between Medicaid Expansion and School Absenteeism
BACKGROUND: Parental Medicaid eligibility has been shown to be linked to positive academic and school outcomes for children. However, the impact of adult Medicaid expansion on children's school absenteeism is largely unexplored in the literature. The aim of this study was to examine whether Medicaid expansion for adults under the Affordable Care Act (ACA), affected school absenteeism of children. METHODS: This study used data from the National Su…
Cross‐sectional survey study of primary care clinics on evidence‐based colorectal cancer screening intervention use
PURPOSE: The purpose of this study was to examine differences between urban and rural primary care clinics in the use of colorectal cancer (CRC) screening methods and evidence-based interventions to promote CRC screening. METHODS: This was a cross-sectional survey of primary care clinics in Nebraska. Surveys in paper form were sent out and followed up with telephone interviews to nonrespondents. Of the 375 facilities, 263 (70.1%) responded to the…
Modeling Sleep Quality Depending on Objective Actigraphic Indicators Based on Machine Learning Methods
According to data from the World Health Organization and medical research centers, the frequency and severity of various sleep disorders, including insomnia, are increasing steadily. This dynamic is associated with increased daily stress, anxiety, and depressive disorders. Poor sleep quality affects people's productivity and activity and their perception of quality of life in general. Therefore, predicting and classifying sleep quality is vital t…
Awareness and knowledge of Colorectal Cancer Screening among Latinos in Omaha, Nebraska
Deep Tensor Evidence Fusion Network for Sentiment Classification
Recently, a multimodal sentiment analysis of social media has attracted increasing attention, and its core idea is to discovery heuristic fusion strategy to analyze the sentiment orientations over heterogeneous multimodal source from a learned compact multimodal representation. The existing multimodal fusion techniques not only struggle to achieve full heterogeneous data interaction, but also they are unable to dynamically assess the quality of v…
Medicine (16 obras) · Environmental health (8 obras) · Psychology (8 obras) · Computer Science (7 obras) · Family medicine (7 obras) · Population (7 obras) · Nursing (5 obras) · Sociology (5 obras) · Artificial Intelligence (4 obras) · Artificial neural network (4 obras)