Integration of Self-management Tools in Personal and Provider e-Health Records. - Melinda L. Jenkins; Joslyn Levy; Ellen Cohen; Sunmoo Yoon; Jesse Singer; Farzad Mostashari (Nursing Informatics, 2009)

Psychometric Properties of the Self-Assessment of Nursing Informatics Competencies Scale. - Sunmoo Yoon; Po-Yin Yen; Suzanne Bakken (Nursing Informatics, 2009)

Application of Data Mining Techniques to a Behavioral Risk Factor Data Set to Predict Long-Term Disability after Stroke. - Sunmoo Yoon; Jose Gutierrez; Adam B. Wilcox; Suzanne Bakken (AMIA, 2012)

Innovative Sociotechnical Approaches for Requirements Analysis. - Barbara Sheehan; Robert Lucero; Olivia Velez; Sunmoo Yoon (Nursing Informatics, 2012)

Methods of Knowledge Discovery in Tweets. - Sunmoo Yoon; Suzanne Bakken (Nursing Informatics, 2012)

Tweet Mining to Discover Physical Activity Strategies related to Healthy People 2020 Objectives. - Sunmoo Yoon; Suzanne Bakken (Nursing Informatics, 2012)

Method for the Development of Data Visualizations for Community Members with Varying Levels of Health Literacy. - Adriana Arcia; Michael E. Bales; William Brown III 001; Manuel Co Jr.; Melinda Gilmore; Young Ji Lee; Chin S. Park; Jennifer E. Prey; Mark Velez; Janet Woollen; Sunmoo Yoon; Rita Kukafka; et al. (AMIA, 2013)

Analysis of Motivational Concepts in Tweets Related to Jogging. - Sunmoo Yoon; Jonathan Shaffer; Jessica Lynn Momberg; Suzanne Bakken (AMIA, 2013)

Application of Data Mining Techniques to Predict Physical Activity. - Sunmoo Yoon; Suzanne Bakken (AMIA, 2014)

Using a Data Mining Approach to Discover Behavior Correlates of Chronic Disease: A Case Study of Depression. - Sunmoo Yoon; Basirah Taha; Suzanne Bakken (Nursing Informatics, 2014)

Predicting Autonomy for Physical Activity using Data Mining Techniques. - Sunmoo Yoon; Niurka Suero-Tejeda; Suzanne Bakken (AMIA, 2015)

Factors Influencing Consent for Electronic Data Linkage in Urban Latinos. - Suzanne Bakken; Sunmoo Yoon; Niurka Suero-Tejeda (MedInfo, 2015)

Visualization of Patient-reported Outcomes. - Kenrick Cato; Adriana Arcia; Ruth M. Masterson Creber; Yalini Senathirajah; Sunmoo Yoon (AMIA, 2016)

Visualization of Topics from Twitter and Focus Groups as the Foundation for Insights about Dementia Caregiving. - Sunmoo Yoon; Niurka Suero-Tejeda; Blake Hunter; Suzanne Bakken (AMIA, 2016)

Mining Twitter to Explore Mechanisms of Social Support to Meet Self-Management Needs of Hispanic Dementia Caregivers. - Sunmoo Yoon; Suzanne Bakken (CRI, 2016)

Integrating a Proposed Population Health Model with Nursing Informatics Research. - Dawn Dowding; Adriana Arcia; Ragnhildur Ingibjargardottir Bjarnadottir; Sarah J. Iribarren; Sunmoo Yoon (Nursing Informatics, 2016)

Using a System Science Strategy to Measure Teamwork in an Urban Hospital. - Haeyoung Lee; Sunmoo Yoon (Nursing Informatics, 2016)

Analytic Strategies of Streaming Data for eHealth. - Sunmoo Yoon (Nursing Informatics, 2016)

Network Visualization of Dementia Tweets. - Sunmoo Yoon; Manuel C. Co Jr.; Suzanne Bakken (Nursing Informatics, 2016)

A Data Mining Approach for Exploring Correlates of Self-Reported Comparative Physical Activity Levels of Urban Latinos. - Sunmoo Yoon; Manuel C. Co Jr.; Niurka Suero-Tejeda; Suzanne Bakken (Nursing Informatics, 2016)

Digital divide and information needs for improving family support among the poor and underserved. - Sarah A. Collins; Sunmoo Yoon; Maxine L. Rockoff; David Nocenti; Suzanne Bakken (Health Informatics J., 2016)

Sometimes more is more: iterative participatory design of infographics for engagement of community members with varying levels of health literacy. - Adriana Arcia; Niurka Suero-Tejeda; Michael E. Bales; Jacqueline A. Merrill; Sunmoo Yoon; Janet Woollen; Suzanne Bakken (J. Am. Medical Informatics Assoc., 2016)

Visualizing Social Support Mechanisms in English and Spanish Tweets to Meet Self-Management Needs of Family Dementia Caregivers. - Sunmoo Yoon; Niurka M. Suero-Tejeda; Robert J. Lucero; Suzanne Bakken (AMIA, 2017)

Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes. - Sunmoo Yoon; Faith Parsons; Kevin Sundquist; Jacob Julian; Joseph E. Schwartz; Matthew M. Burg; Karina W. Davidson; Keith M. Diaz (MedInfo, 2017)

Machine Learning to Identify Behavioral Determinants of Oral Health in Inner City Older Hispanic Adults. - Sunmoo Yoon; Thomas Choi; Michelle Odlum; Dennis A. Mitchell; Ian M. Kronish; Karina W. Davidson; Joseph Finkelstein (ICIMTH, 2018)

Applying Deep Learning to Understand Predictors of Tooth Mobility Among Urban Latinos. - Sunmoo Yoon; Michelle Odlum; Yeonsuk Lee; Thomas Choi; Ian M. Kronish; Karina W. Davidson; Joseph Finkelstein (ICIMTH, 2018)

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. - Peter Broadwell; Nicole Davis; Sunmoo Yoon (ICIMTH, 2021)

Application of Natural Language Processing to Learn Insights on the Clinician's Lived Experience of Electronic Health Records. - Yalini Senathirajah; Hwayoung Cho; Jaime Fawcett; Karla M. Mondejar; Kenrick Cato; Peter Broadwell; Sunmoo Yoon (ICIMTH, 2021)

Applying Social Network Analysis to Compare Dementia Caregiving Networks on Twitter in Hispanic and Black Communities. - Sunmoo Yoon; Carmela Alcántara; Nicole Davis; Peter Broadwell; Haeyoung Lee; Amanda Bristol; Dante Tipiani; Joo Young Nho; Mary Mittelman (ICIMTH, 2021)

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. - Sunmoo Yoon; Peter Broadwell; Carmela Alcántara; Nicole Davis; Haeyoung Lee; Amanda Bristol; Dante Tipiani; Joo Young Nho; Mary Mittelman (ICIMTH, 2021)

Comparing Themes Extracted via Topic Modeling and Manual Content Analysis: Korean-Language Discussions of Dementia on Twitter. - Haeyoung Lee; Sun Joo Jang; Frederick F. Sun; Peter Broadwell; Sunmoo Yoon (ICIMTH, 2022)

Applying Participatory Design Mixed-Methods Approaches to Refine Twitter-Based Social Support Interventions for African Americans and Hispanic Family Caregivers of Persons with Dementia. - Sunmoo Yoon; Peter Broadwell; Carmela Alcántara; Nicole Davis; Frederick F. Sun; Maria D. de Planell Saguer; Joo Young Nho; Mary Mittelman (ICIMTH, 2022)

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. - Sunmoo Yoon; Peter Broadwell; Frederick F. Sun; Sun Joo Jang; Haeyoung Lee (ICIMTH, 2022)

Application of Machine Learning Techniques to Examine Social Service Needs Among Hispanic Family Caregivers of Persons with Dementia. - 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 (ICIMTH, 2022)

Analyzing Twitter-Based Social Networks of Support Communities for Hispanic and African American Family Caregivers of Persons with Dementia. - Peter Broadwell; Niya Huang; Soyoung Moon; Dante Tipiani; Maria D. de Planell Saguer; Amanda Bristol; Jianfang Liu; Nicole Davis; Sunmoo Yoon (ICIMTH, 2023)

Application of Topic Modeling on Artificial Intelligence Studies as a Foundation to Develop Ethical Guidelines in African American Dementia Caregiving. - Sunmoo Yoon; Peter Broadwell; Frederick F. Sun; Maria D. de Planell Saguer; Nicole Davis (ICIMTH, 2023)

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. - Sunmoo Yoon; Peter Broadwell; Dante Tipiani; Amanda Bristol; Soyoung Moon; Brian Yoon; Jianfang Liu; Niya Huang; Nicole Davis (ICIMTH, 2023)

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. - Michelle Odlum; Peter Broadwell; Niya Huang; Frederick F. Sun; Dante Tipiani; Nicole Davis; Milea Kim; Sunmoo Yoon (MIE, 2024)