Sunmoo Yoon

According to our database, Sunmoo Yoon authored at least 38 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

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

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

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

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 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

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

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

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

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

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 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

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 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

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

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

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

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

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 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

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 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

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

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

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

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

Proceedings of the Data, 2018

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

Proceedings of the Data, 2018

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

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

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

Proceedings of the AMIA 2017, 2017

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

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

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

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Network Visualization of Dementia Tweets.

Sunmoo Yoon, Manuel C. Co Jr., Suzanne Bakken

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Analytic Strategies of Streaming Data for eHealth.

Sunmoo Yoon

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Using a System Science Strategy to Measure Teamwork in an Urban Hospital.

Haeyoung Lee, Sunmoo Yoon

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Integrating a Proposed Population Health Model with Nursing Informatics Research.

Dawn Dowding, Adriana Arcia, Ragnhildur Ingibjargardottir Bjarnadottir, Sarah J. Iribarren, Sunmoo Yoon

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Mining Twitter to Explore Mechanisms of Social Support to Meet Self-Management Needs of Hispanic Dementia Caregivers.

Sunmoo Yoon, Suzanne Bakken

Proceedings of the Summit on Clinical Research Informatics, 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

Proceedings of the AMIA 2016, 2016

Visualization of Patient-reported Outcomes.

Kenrick Cato, Adriana Arcia, Ruth M. Masterson Creber, Yalini Senathirajah, Sunmoo Yoon

Proceedings of the AMIA 2016, 2016

2015

Factors Influencing Consent for Electronic Data Linkage in Urban Latinos.

Suzanne Bakken, Sunmoo Yoon, Niurka Suero-Tejeda

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Predicting Autonomy for Physical Activity using Data Mining Techniques.

Sunmoo Yoon, Niurka Suero-Tejeda, Suzanne Bakken

Proceedings of the AMIA 2015, 2015

2014

Using a Data Mining Approach to Discover Behavior Correlates of Chronic Disease: A Case Study of Depression.

Sunmoo Yoon, Basirah Taha, Suzanne Bakken

Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2014

Application of Data Mining Techniques to Predict Physical Activity.

Sunmoo Yoon, Suzanne Bakken

Proceedings of the AMIA 2014, 2014

2013

Analysis of Motivational Concepts in Tweets Related to Jogging.

Sunmoo Yoon, Jonathan Shaffer, Jessica Lynn Momberg, Suzanne Bakken

Proceedings of the AMIA 2013, 2013

Method for the Development of Data Visualizations for Community Members with Varying Levels of Health Literacy.

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

Proceedings of the AMIA 2013, 2013

2012

Tweet Mining to Discover Physical Activity Strategies related to Healthy People 2020 Objectives.

Sunmoo Yoon, Suzanne Bakken

Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2012

Methods of Knowledge Discovery in Tweets.

Sunmoo Yoon, Suzanne Bakken

Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2012

Innovative Sociotechnical Approaches for Requirements Analysis.

Barbara Sheehan, Robert Lucero, Olivia Velez, Sunmoo Yoon

Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2012

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

Proceedings of the AMIA 2012, 2012

2009

Psychometric Properties of the Self-Assessment of Nursing Informatics Competencies Scale.

Sunmoo Yoon, Po-Yin Yen, Suzanne Bakken

Proceedings of the Connecting Health and Humans - Proceedings of NI2009, The 10th International Congress on Nursing Informatics, 28 June, 2009

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

Proceedings of the Connecting Health and Humans - Proceedings of NI2009, The 10th International Congress on Nursing Informatics, 28 June, 2009