Sunmoo Yoon

38 papers Misc 8Journal 2Unranked 28
YearRankTypeTitle / Venue / Authors
2024 — conf
Using Natural Language Processing on Expert Panel Discussions to Gain Insights for Recruitment, Retention and Intervention Adherence for Online Social Support Interventions on a Stage II-III Clinical Trial Among Hispanic and African American Dementia Caregivers.
MIE
Michelle Odlum, Peter Broadwell, Niya Huang, Frederick F. Sun, Dante Tipiani, Nicole Davis, Milea Kim, Sunmoo Yoon
2023 — conf
Analyzing Twitter-Based Social Networks of Support Communities for Hispanic and African American Family Caregivers of Persons with Dementia.
ICIMTH
Peter Broadwell, Niya Huang, Soyoung Moon, Dante Tipiani, Maria D. de Planell Saguer, Amanda Bristol, Jianfang Liu, Nicole Davis, Sunmoo Yoon
2023 — conf
Application of Topic Modeling on Artificial Intelligence Studies as a Foundation to Develop Ethical Guidelines in African American Dementia Caregiving.
ICIMTH
Sunmoo Yoon, Peter Broadwell, Frederick F. Sun, Maria D. de Planell Saguer, Nicole Davis
2023 — conf
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
Sunmoo Yoon, Peter Broadwell, Dante Tipiani, Amanda Bristol, Soyoung Moon, Brian Yoon, Jianfang Liu, Niya Huang, Nicole Davis
2022 — conf
Application of Machine Learning Techniques to Examine Social Service Needs Among Hispanic Family Caregivers of Persons with Dementia.
ICIMTH
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
2022 — conf
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
Sunmoo Yoon, Peter Broadwell, Carmela Alcántara, Nicole Davis, Frederick F. Sun, Maria D. de Planell Saguer, Joo Young Nho, Mary Mittelman
2022 — conf
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
Sunmoo Yoon, Peter Broadwell, Frederick F. Sun, Sun Joo Jang, Haeyoung Lee
2022 — conf
Comparing Themes Extracted via Topic Modeling and Manual Content Analysis: Korean-Language Discussions of Dementia on Twitter.
ICIMTH
Haeyoung Lee, Sun Joo Jang, Frederick F. Sun, Peter Broadwell, Sunmoo Yoon
2021 — conf
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
Sunmoo Yoon, Peter Broadwell, Carmela Alcántara, Nicole Davis, Haeyoung Lee, Amanda Bristol, Dante Tipiani, Joo Young Nho, Mary Mittelman
2021 — conf
Application of Natural Language Processing to Learn Insights on the Clinician's Lived Experience of Electronic Health Records.
ICIMTH
Yalini Senathirajah, Hwayoung Cho, Jaime Fawcett, Karla M. Mondejar, Kenrick Cato, Peter Broadwell, Sunmoo Yoon
2021 — conf
Applying Social Network Analysis to Compare Dementia Caregiving Networks on Twitter in Hispanic and Black Communities.
ICIMTH
Sunmoo Yoon, Carmela Alcántara, Nicole Davis, Peter Broadwell, Haeyoung Lee, Amanda Bristol, Dante Tipiani, Joo Young Nho, Mary Mittelman
2021 — conf
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
Peter Broadwell, Nicole Davis, Sunmoo Yoon
2018 — conf
Applying Deep Learning to Understand Predictors of Tooth Mobility Among Urban Latinos.
ICIMTH
Sunmoo Yoon, Michelle Odlum, Yeonsuk Lee, Thomas Choi, Ian M. Kronish, Karina W. Davidson, Joseph Finkelstein
2018 — conf
Machine Learning to Identify Behavioral Determinants of Oral Health in Inner City Older Hispanic Adults.
ICIMTH
Sunmoo Yoon, Thomas Choi, Michelle Odlum, Dennis A. Mitchell, Ian M. Kronish, Karina W. Davidson, Joseph Finkelstein
2017 — conf
Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes.
MedInfo
Sunmoo Yoon, Faith Parsons, Kevin Sundquist, Jacob Julian, Joseph E. Schwartz, Matthew M. Burg, Karina W. Davidson, Keith M. Diaz
2017 Misc conf
Visualizing Social Support Mechanisms in English and Spanish Tweets to Meet Self-Management Needs of Family Dementia Caregivers.
AMIA
Sunmoo Yoon, Niurka M. Suero-Tejeda, Robert J. Lucero, Suzanne Bakken
2016 — conf
A Data Mining Approach for Exploring Correlates of Self-Reported Comparative Physical Activity Levels of Urban Latinos.
Nursing Informatics
Sunmoo Yoon, Manuel C. Co Jr., Niurka Suero-Tejeda, Suzanne Bakken
2016 — conf
Analytic Strategies of Streaming Data for eHealth.
Nursing Informatics
Sunmoo Yoon
2016 J jnl
Digital divide and information needs for improving family support among the poor and underserved.
Health Informatics J.
Sarah A. Collins, Sunmoo Yoon, Maxine L. Rockoff, David Nocenti, Suzanne Bakken
2016 — conf
Integrating a Proposed Population Health Model with Nursing Informatics Research.
Nursing Informatics
Dawn Dowding, Adriana Arcia, Ragnhildur Ingibjargardottir Bjarnadottir, Sarah J. Iribarren, Sunmoo Yoon
2016 — conf
Mining Twitter to Explore Mechanisms of Social Support to Meet Self-Management Needs of Hispanic Dementia Caregivers.
CRI
Sunmoo Yoon, Suzanne Bakken
2016 — conf
Network Visualization of Dementia Tweets.
Nursing Informatics
Sunmoo Yoon, Manuel C. Co Jr., Suzanne Bakken
2016 J jnl
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.
Adriana Arcia, Niurka Suero-Tejeda, Michael E. Bales, Jacqueline A. Merrill, Sunmoo Yoon, Janet Woollen, Suzanne Bakken
2016 — conf
Using a System Science Strategy to Measure Teamwork in an Urban Hospital.
Nursing Informatics
Haeyoung Lee, Sunmoo Yoon
2016 Misc conf
Visualization of Patient-reported Outcomes.
AMIA
Kenrick Cato, Adriana Arcia, Ruth M. Masterson Creber, Yalini Senathirajah, Sunmoo Yoon
2016 Misc conf
Visualization of Topics from Twitter and Focus Groups as the Foundation for Insights about Dementia Caregiving.
AMIA
Sunmoo Yoon, Niurka Suero-Tejeda, Blake Hunter, Suzanne Bakken
2015 — conf
Factors Influencing Consent for Electronic Data Linkage in Urban Latinos.
MedInfo
Suzanne Bakken, Sunmoo Yoon, Niurka Suero-Tejeda
2015 Misc conf
Predicting Autonomy for Physical Activity using Data Mining Techniques.
AMIA
Sunmoo Yoon, Niurka Suero-Tejeda, Suzanne Bakken
2014 Misc conf
Application of Data Mining Techniques to Predict Physical Activity.
AMIA
Sunmoo Yoon, Suzanne Bakken
2014 — conf
Using a Data Mining Approach to Discover Behavior Correlates of Chronic Disease: A Case Study of Depression.
Nursing Informatics
Sunmoo Yoon, Basirah Taha, Suzanne Bakken
2013 Misc conf
Analysis of Motivational Concepts in Tweets Related to Jogging.
AMIA
Sunmoo Yoon, Jonathan Shaffer, Jessica Lynn Momberg, Suzanne Bakken
2013 Misc conf
Method for the Development of Data Visualizations for Community Members with Varying Levels of Health Literacy.
AMIA
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
2012 Misc conf
Application of Data Mining Techniques to a Behavioral Risk Factor Data Set to Predict Long-Term Disability after Stroke.
AMIA
Sunmoo Yoon, Jose Gutierrez, Adam B. Wilcox, Suzanne Bakken
2012 — conf
Innovative Sociotechnical Approaches for Requirements Analysis.
Nursing Informatics
Barbara Sheehan, Robert Lucero, Olivia Velez, Sunmoo Yoon
2012 — conf
Methods of Knowledge Discovery in Tweets.
Nursing Informatics
Sunmoo Yoon, Suzanne Bakken
2012 — conf
Tweet Mining to Discover Physical Activity Strategies related to Healthy People 2020 Objectives.
Nursing Informatics
Sunmoo Yoon, Suzanne Bakken
2009 — conf
Integration of Self-management Tools in Personal and Provider e-Health Records.
Nursing Informatics
Melinda L. Jenkins, Joslyn Levy, Ellen Cohen, Sunmoo Yoon, Jesse Singer, Farzad Mostashari
2009 — conf
Psychometric Properties of the Self-Assessment of Nursing Informatics Competencies Scale.
Nursing Informatics
Sunmoo Yoon, Po-Yin Yen, Suzanne Bakken