Faculty

Institution

Unit

Venue

Sunmoo Yoon

Associate Research Scientist

Columbia University

Affiliations

Columbia University

P&S

P&S Clinical

MED General Medicine

P&S

P&S Clinical

Sunmoo Yoon is currently serving as a Columbia University Associate Research Scientist at Columbia University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Sunmoo Yoon

Columbia University

Associate Research Scientist

You can click a keyword to filter the displayed items

public health communication health communication social media health technology health sciences health informatics mass communication nursing data mining online information information technology ehealth social medium intelligence health information science social informatics digital health caregivers medical internet research demography human-computer interaction social medium data social medium mining digital mediums information visualization digital interventions ai healthcare nursing research health promotion health planning knowledge discovery respiratory medicine health literacy health disparities correctional practice disease outbreaks community health self-assessment urban health urban latinos preventive medicine psychological medicine medicinal research health inequalities midlife health prevention science health prevention disease management clinical psychiatry later adulthood participatory design community members family caregivers usability testing interactive communication tool cancer symptoms behavior correlates emotional valence scores disaster risk science infection control respiratory infections disease control disease transmission emerging infectious diseases multimorbidity health inequities epidemiological trends interprofessional education ebola outbreak iterative participatory design multiple chronic diseases temporal characteristics hispanic middle-aged older adults united states poor health indicators

Notable Scholarly Works

Notable Federal Grants

Collaborators

Applying Data Mining to Predict Perceived Benefits Risks of Robotics at Home for Dementia Caregiving Among African American Families. Studies in health technology and informatics (2025)

Sunmoo YoonFrederick SunMelissa PattersonRobert CrupiPeter BroadwellTess PottingerMilea KimNicole Davis

informaticspublic healthpredictive analyticshealth informaticsperceived benefits riskshealth technologyhome caredementia caregivingafrican american familiesdementiarobotics

Comparing Emotional Valence From Human Quantitative Ratings and Qualitative Narrative Data on Using Artificial Intelligence to Reduce Caregiving Disparity. Studies in health technology and informatics (2025)

health informaticshealth technologyaffective computingqualitative researchpsychologyhealth data

Using C4.5 Algorithm to Gain Insights on Stakeholder Engagement and Use of Artificial Intelligence on Social Media in Dementia Caregiving Disparity Research. Studies in health technology and informatics (2025)

digital healthhealth informaticssocial mediahealth technologynursingehealth

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 Care. Studies in health technology and informatics (2024)

Michelle OdlumSoyoung MoonPeter BroadwellNiya HuangFrederick SunDante TipaniNicole DavisMilea KimSunmoo Yoon

health informaticsexpert panel discussionshealth technologyafrican american studiesdigital interventionsdementianatural language processingintervention adherence

Analyzing Twitter-Based Social Networks of Support Communities for Hispanic and African American Family Caregivers of Persons With Dementia. Studies in health technology and informatics (2023)

Peter BroadwellNiya HuangSoyoung MoonDante TipianiMaria De Planell-SaguerAmanda BristolJianfang LiuNicole DavisSunmoo Yoon

health communicationpublic healthsupport communitiesvirtual communitiessocial mediasocial network analysissocial sciencescommunicationhealth technologyhealth information sciencemass communicationcaregiversehealthdementiainformation technologysocial data analysistwitter-based social networkssocial informatics

Application of Topic Modeling on Artificial Intelligence Studies as a Foundation to Develop Ethical Guidelines in African American Dementia Caregiving. Studies in health technology and informatics (2023)

Sunmoo YoonPeter BroadwellFrederick F. SunMaria De Planell-SaguerNicole Davis

ai healthcareethical guidelineshealth informaticsresearch ethicsafrican american dementiaehealthdementiaelderly caremedical ethicshealth scienceshealth policypublic healthhealthcare ethicsinformation technologyhealth communicationartificial intelligence studiesresearch policyhealth planninghealth technologyhealth information scienceresponsible ai

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. Studies in health technology and informatics (2023)

Sunmoo YoonPeter BroadwellDante TipianiAmanda BristolSoyoung MoonBrian YoonJianfang LiuNiya HuangNicole Davis

machine learning algorithmsemotional valence scorescommunicationfamily psychologyhealth informaticsmass communicationdementiahuman codingsocial informaticshealth sciencessocial mediainformation technologybehavioral scienceshealth communicationtwitter messageshuman communicationsocial medium datahealth technologyhealth information sciencehuman-computer interactionsocial medium intelligencecyberpsychology

Using Machine‐Learning Methods to Predict in‐Hospital Mortality Through the Elixhauser Index: A Medicare Data Analysis. Research in Nursing & Health (2023)

Jianfang LiuSherry GliedOlga YakushevaCohen BevinAmelia E. SchlakSunmoo YoonKristine M. KulageLusine Poghosyan

health services researchpublic healthhealth carenursing researchmachine learningstatisticsnursingmedicare data analysiselixhauser indexin-hospital mortalitymachine-learning methodsmortality

Using Natural Language Processing to Identify Social Support Needs Among African American and Hispanic Family Caregivers for Persons With Dementia (Preprint). (2023)

Sunmoo YoonNicole J DavisNathalie MoiseIan M. KronishCarmela AlcantaraPeter BroadwellJoo Young NhoMary Mittelman

community engagementfamily practiceafrican american studiesgeriatricsfamily psychologynatural language processingfamily processfamily relationsdementiaparental caremental healthfamily issuespediatricseducationlonelinessfamily involvementcaregiverspatient supportsocial support needs

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. Studies in health technology and informatics (2022)

Sunmoo YoonPeter BroadwellCarmela AlcantaraNicole DavisHaeyoung LeeAmanda BristolDante TipianiJoo Young NhoMary Mittelman

medical internet researchrelated dementiasalzheimer's diseasehealth informaticsehealthcovid-19 pandemichealth sciencesparental carepublic healthsocial mediainformation technologydisease managementhealth communicationdigital healthfamily caregivershealth technologyhealth information sciencedigital interventionsmedicineonline information

1
2
3
4
5
9
10 / page

Sunmoo Yoon

Associate Research Scientist

Columbia University

Affiliations

Columbia University

P&S

P&S Clinical

MED General Medicine

P&S

P&S Clinical

Sunmoo Yoon is currently serving as a Columbia University Associate Research Scientist at Columbia University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Sunmoo Yoon

Columbia University

Associate Research Scientist

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Applying Data Mining to Predict Perceived Benefits Risks of Robotics at Home for Dementia Caregiving Among African American Families. Studies in health technology and informatics (2025)

Sunmoo YoonFrederick SunMelissa PattersonRobert CrupiPeter BroadwellTess PottingerMilea KimNicole Davis

informaticspublic healthpredictive analyticshealth informaticsperceived benefits riskshealth technologyhome caredementia caregivingafrican american familiesdementiarobotics

health informaticshealth technologyaffective computingqualitative researchpsychologyhealth data

digital healthhealth informaticssocial mediahealth technologynursingehealth

Michelle OdlumSoyoung MoonPeter BroadwellNiya HuangFrederick SunDante TipaniNicole DavisMilea KimSunmoo Yoon

health informaticsexpert panel discussionshealth technologyafrican american studiesdigital interventionsdementianatural language processingintervention adherence

Analyzing Twitter-Based Social Networks of Support Communities for Hispanic and African American Family Caregivers of Persons With Dementia. Studies in health technology and informatics (2023)

Peter BroadwellNiya HuangSoyoung MoonDante TipianiMaria De Planell-SaguerAmanda BristolJianfang LiuNicole DavisSunmoo Yoon

Sunmoo YoonPeter BroadwellFrederick F. SunMaria De Planell-SaguerNicole Davis

Sunmoo YoonPeter BroadwellDante TipianiAmanda BristolSoyoung MoonBrian YoonJianfang LiuNiya HuangNicole Davis

Using Machine‐Learning Methods to Predict in‐Hospital Mortality Through the Elixhauser Index: A Medicare Data Analysis. Research in Nursing & Health (2023)

Jianfang LiuSherry GliedOlga YakushevaCohen BevinAmelia E. SchlakSunmoo YoonKristine M. KulageLusine Poghosyan

health services researchpublic healthhealth carenursing researchmachine learningstatisticsnursingmedicare data analysiselixhauser indexin-hospital mortalitymachine-learning methodsmortality

Using Natural Language Processing to Identify Social Support Needs Among African American and Hispanic Family Caregivers for Persons With Dementia (Preprint). (2023)

Sunmoo YoonNicole J DavisNathalie MoiseIan M. KronishCarmela AlcantaraPeter BroadwellJoo Young NhoMary Mittelman

Sunmoo YoonPeter BroadwellCarmela AlcantaraNicole DavisHaeyoung LeeAmanda BristolDante TipianiJoo Young NhoMary Mittelman

1
2
3
4
5
9
10 / page