Sunmoo Yoon

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 25

Top Topics

Data Visualization

Physical Activity

Machine Learning

Top Venues

Nursing Informatics

Publications

Peter Broadwell, Niya Huang, Soyoung Moon, Dante Tipiani, Maria D. de Planell Saguer, Amanda Bristol, Jianfang Liu, Nicole Davis, Sunmoo Yoon
Analyzing Twitter-Based Social Networks of Support Communities for Hispanic and African American Family Caregivers of Persons with Dementia. ICIMTH (2023)
Sunmoo Yoon, Peter Broadwell, Frederick F. Sun, Maria D. de Planell Saguer, Nicole Davis
Application of Topic Modeling on Artificial Intelligence Studies as a Foundation to Develop Ethical Guidelines in African American Dementia Caregiving. ICIMTH (2023)
Sunmoo Yoon, Peter Broadwell, Dante Tipiani, Amanda Bristol, Soyoung Moon, Brian Yoon, Jianfang Liu, Niya Huang, Nicole Davis
Comparing Emotional Valence Scores of Twitter Messages from Human Coding and Machine Learning Algorithms Among Hispanic and African American Family Caregivers of Persons with Dementia. ICIMTH (2023)
Haeyoung Lee, Sun Joo Jang, Frederick F. Sun, Peter Broadwell, Sunmoo Yoon
Comparing Themes Extracted via Topic Modeling and Manual Content Analysis: Korean-Language Discussions of Dementia on Twitter. ICIMTH (2022)
Sunmoo Yoon, Alexandra Mendes, Louis Burgio, Mary Mittelman, Ilana Dunner, Jed A. Levine, Carolina Hoyos, Dante Tipiani, Mildred Ramirez, Jeanne A. Teresi, José A. Luchsinger
Application of Machine Learning Techniques to Examine Social Service Needs Among Hispanic Family Caregivers of Persons with Dementia. ICIMTH (2022)
Sunmoo Yoon, Peter Broadwell, Carmela Alcántara, Nicole Davis, Frederick F. Sun, Maria D. de Planell Saguer, Joo Young Nho, Mary Mittelman
Applying Participatory Design Mixed-Methods Approaches to Refine Twitter-Based Social Support Interventions for African Americans and Hispanic Family Caregivers of Persons with Dementia. ICIMTH (2022)
Sunmoo Yoon, Peter Broadwell, Frederick F. Sun, Sun Joo Jang, Haeyoung Lee
Comparing Emotional Valence Scores of Twitter Posts from Manual Coding and Machine Learning Algorithms to Gain Insights to Refine Interventions for Family Caregivers of Persons with Dementia. ICIMTH (2022)
Sunmoo Yoon, Carmela Alcántara, Nicole Davis, Peter Broadwell, Haeyoung Lee, Amanda Bristol, Dante Tipiani, Joo Young Nho, Mary Mittelman
Applying Social Network Analysis to Compare Dementia Caregiving Networks on Twitter in Hispanic and Black Communities. ICIMTH (2021)
Yalini Senathirajah, Hwayoung Cho, Jaime Fawcett, Karla M. Mondejar, Kenrick Cato, Peter Broadwell, Sunmoo Yoon
Application of Natural Language Processing to Learn Insights on the Clinician's Lived Experience of Electronic Health Records. ICIMTH (2021)
Peter Broadwell, Nicole Davis, Sunmoo Yoon
Using Artificial Intelligence to Develop a Lexicon-Based African American Tweet Detection Algorithm to Inform Culturally Sensitive Twitter-Based Social Support Interventions for African American Dementia Caregivers. ICIMTH (2021)
Sunmoo Yoon, Peter Broadwell, Carmela Alcántara, Nicole Davis, Haeyoung Lee, Amanda Bristol, Dante Tipiani, Joo Young Nho, Mary Mittelman
Analyzing Topics and Sentiments from Twitter to Gain Insights to Refine Interventions for Family Caregivers of Persons with Alzheimer's Disease and Related Dementias (ADRD) During COVID-19 Pandemic. ICIMTH (2021)
Sunmoo Yoon, Thomas Choi, Michelle Odlum, Dennis A. Mitchell, Ian M. Kronish, Karina W. Davidson, Joseph Finkelstein
Machine Learning to Identify Behavioral Determinants of Oral Health in Inner City Older Hispanic Adults. ICIMTH (2018)
Sunmoo Yoon, Michelle Odlum, Yeonsuk Lee, Thomas Choi, Ian M. Kronish, Karina W. Davidson, Joseph Finkelstein
Applying Deep Learning to Understand Predictors of Tooth Mobility Among Urban Latinos. ICIMTH (2018)
Sunmoo Yoon, Faith Parsons, Kevin Sundquist, Jacob Julian, Joseph E. Schwartz, Matthew M. Burg, Karina W. Davidson, Keith M. Diaz
Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes. MedInfo (2017)
Sunmoo Yoon, Niurka M. Suero-Tejeda, Robert J. Lucero, Suzanne Bakken
Visualizing Social Support Mechanisms in English and Spanish Tweets to Meet Self-Management Needs of Family Dementia Caregivers. AMIA (2017)
Adriana Arcia, Niurka Suero-Tejeda, Michael E. Bales, Jacqueline A. Merrill, Sunmoo Yoon, Janet Woollen, Suzanne Bakken
Sometimes more is more: iterative participatory design of infographics for engagement of community members with varying levels of health literacy. J. Am. Medical Informatics Assoc. 23 (1) (2016)
Haeyoung Lee, Sunmoo Yoon
Using a System Science Strategy to Measure Teamwork in an Urban Hospital. Nursing Informatics (2016)
Sunmoo Yoon
Analytic Strategies of Streaming Data for eHealth. Nursing Informatics (2016)
Sarah A. Collins, Sunmoo Yoon, Maxine L. Rockoff, David Nocenti, Suzanne Bakken
Digital divide and information needs for improving family support among the poor and underserved. Health Informatics J. 22 (1) (2016)
Dawn Dowding, Adriana Arcia, Ragnhildur Ingibjargardottir Bjarnadottir, Sarah J. Iribarren, Sunmoo Yoon
Integrating a Proposed Population Health Model with Nursing Informatics Research. Nursing Informatics (2016)
Sunmoo Yoon, Niurka Suero-Tejeda, Blake Hunter, Suzanne Bakken
Visualization of Topics from Twitter and Focus Groups as the Foundation for Insights about Dementia Caregiving. AMIA (2016)
Sunmoo Yoon, Manuel C. Co Jr., Suzanne Bakken
Network Visualization of Dementia Tweets. Nursing Informatics (2016)
Sunmoo Yoon, Manuel C. Co Jr., Niurka Suero-Tejeda, Suzanne Bakken
A Data Mining Approach for Exploring Correlates of Self-Reported Comparative Physical Activity Levels of Urban Latinos. Nursing Informatics (2016)
Sunmoo Yoon, Suzanne Bakken
Mining Twitter to Explore Mechanisms of Social Support to Meet Self-Management Needs of Hispanic Dementia Caregivers. CRI (2016)
Kenrick Cato, Adriana Arcia, Ruth M. Masterson Creber, Yalini Senathirajah, Sunmoo Yoon
Visualization of Patient-reported Outcomes. AMIA (2016)
Suzanne Bakken, Sunmoo Yoon, Niurka Suero-Tejeda
Factors Influencing Consent for Electronic Data Linkage in Urban Latinos. MedInfo (2015)
Sunmoo Yoon, Niurka Suero-Tejeda, Suzanne Bakken
Predicting Autonomy for Physical Activity using Data Mining Techniques. AMIA (2015)
Sunmoo Yoon, Suzanne Bakken
Application of Data Mining Techniques to Predict Physical Activity. AMIA (2014)
Sunmoo Yoon, Basirah Taha, Suzanne Bakken
Using a Data Mining Approach to Discover Behavior Correlates of Chronic Disease: A Case Study of Depression. Nursing Informatics (2014)
Sunmoo Yoon, Jonathan Shaffer, Jessica Lynn Momberg, Suzanne Bakken
Analysis of Motivational Concepts in Tweets Related to Jogging. AMIA (2013)
Adriana Arcia, Michael E. Bales, William Brown III, Manuel Co Jr., Melinda Gilmore, Young Ji Lee, Chin S. Park, Jennifer E. Prey, Mark Velez, Janet Woollen, Sunmoo Yoon, Rita Kukafka, Jacqueline Merrill, Suzanne Bakken
Method for the Development of Data Visualizations for Community Members with Varying Levels of Health Literacy. AMIA (2013)
Barbara Sheehan, Robert Lucero, Olivia Velez, Sunmoo Yoon
Innovative Sociotechnical Approaches for Requirements Analysis. Nursing Informatics (2012)
Sunmoo Yoon, Suzanne Bakken
Methods of Knowledge Discovery in Tweets. Nursing Informatics (2012)
Sunmoo Yoon, Jose Gutierrez, Adam B. Wilcox, Suzanne Bakken
Application of Data Mining Techniques to a Behavioral Risk Factor Data Set to Predict Long-Term Disability after Stroke. AMIA (2012)
Sunmoo Yoon, Suzanne Bakken
Tweet Mining to Discover Physical Activity Strategies related to Healthy People 2020 Objectives. Nursing Informatics (2012)
Melinda L. Jenkins, Joslyn Levy, Ellen Cohen, Sunmoo Yoon, Jesse Singer, Farzad Mostashari
Integration of Self-management Tools in Personal and Provider e-Health Records. Nursing Informatics (2009)
Sunmoo Yoon, Po-Yin Yen, Suzanne Bakken
Psychometric Properties of the Self-Assessment of Nursing Informatics Competencies Scale. Nursing Informatics (2009)