논문 · 발표

Publications & Presentations

DANAL Lab 책임연구자의 전체 논문·발표 목록입니다. 최신 정보는 Google Scholar에서도 확인하실 수 있습니다. (†교신저자, ‡공동 제1저자)

Complete list of the PI's publications and presentations. See also Google Scholar for the latest. († corresponding author, ‡ equal first authorship)

게재 논문

Published

• Mapping Temporal Dynamics in Hospice Research: A Topic Modeling Analysis of PubMed Abstracts Kim, M., Bae, M., Lee, H., Mun, M., Woo, K., & Kim, A.† (2026) Journal of Palliative Medicine
  DOI
• Enhancing Community-Based Nursing Decision Support: Machine Learning Models for Diabetes Risk Prediction Using Home Health Nursing Notes Lim, D., Kim, A., Lee, H., & Woo, K.† (2026) Public Health Nursing
  DOI

• Public Perspectives on Palliative and Hospice Care: Social Media Content Analysis Using Topic Modeling and Multiclass Sentiment Analysis Kim, A., & Woo, K.† (2025) Journal of Medical Internet Research, 27, e70836
  DOI
• The Cognitive Consequences of Fear of Falling: Assessing the Mediating Role of Social Engagement and Physical Activity Kim, A., & Woo, K.† (2025) Innovation in Aging
  DOI
• Understanding Gender-Specific Daily Care Preferences: A Topic Modeling Study Woo, K.†, Min, S.H., Kim, A., Choi, S., Alexander, G.L., O'Malley, T., Moen, M.D., & Topaz, M. (2025) Journal of Medical Internet Research, 27, e64160
  DOI
• Contributing Factors to the Length of Stay and Discharge Destination of Home Health Care Patients: 10-Year Electronic Health Record Analysis Using the Donabedian Model Lee, H., Kim, A., Lee, H., & Woo, K.† (2025) Japan Journal of Nursing Science, 22(1), e12647
  DOI

• Risk Factors for Prediabetes in Community-Dwelling Adults: A Generalized Estimating Equation Logistic Regression Approach with Natural Language Processing Insights 🏆 Best Paper Kim, A., Jeon, E., Lee, H., Heo, H., & Woo, K.† (2024) Research in Nursing & Health, 47(6), 620–634
  DOI
• Natural Language Processing Application in Nursing Research: A Study Using Text Network Analysis and Topic Modeling Mun, M., Kim, A., & Woo, K.† (2024) CIN: Computers, Informatics, Nursing, 42(12), 889–897
  DOI
• Navigating the Landscape of Telemedicine Research: A Topic Modeling Approach for the Present and Future Kim, A., Choi, S., & Woo, K.† (2024) Telemedicine and e-Health, 30(5), 1378–1393
  DOI

• Development and Evaluation of a Problem-Based Learning Simulation Module for Home-Visit Nursing Kim, E., Yoon, J.Y., Woo, K., Kim, A., Kim, H., & Lee, J.† (2023) Public Health Nursing, 40(6), 857–867
  DOI
• Understanding the Current Trend of Home Care Assessment in the Post-COVID-19 Era by Comparing OASIS-D and E Hwang, J., Lee, H., Kim, A., & Woo, K.† (2023) Journal of Korean Academic Society of Home Health Care Nursing, 30(1), 105–114
  DOI
• Developing a Classification Algorithm for Prediabetes Risk Detection From Home Care Nursing Notes: Using Natural Language Processing Jeon, E.‡, Kim, A.‡, Lee, J., Heo, H., Lee, H., & Woo, K.† (2023) CIN: Computers, Informatics, Nursing, 41(7), 539–547
  DOI
• Examining Characteristics and Service Utilization of South Korean Home Health Care Patients: Secondary Analysis of 10-Year Data From a Tertiary Hospital Lee, H., Kim, A., Heo, H., Lee, J., & Woo, K.† (2023) Home Health Care Management & Practice, 35(1), 21–30
  DOI

• A Systematic Review of the Effects of Physical Activity on Depression in Community-Dwelling Older Adults: Using the Neuman System Model Lee, H.†, Kim, A., & Choi, S. (2022) Health and Social Welfare Review, 42(1), 356–373
  DOI
• Gender Differences in the Relationship Between Informal Caregiving and Subjective Health: The Mediating Role of Health Promoting Behaviors Kim, A., & Woo, K.† (2022) BMC Public Health, 22(1), 311
  DOI

• Perceived Social Support of Family Caregivers for People with Dementia: Concept Analysis Kim, A., Kim, J., & Woo, K.† (2021) Journal of Korean Academy of Community Health Nursing, 32(4), 540
  DOI

심사 중

Under Review

• Mapping the Evolution of Home Health Care Research Using Topic Modeling: Implications Across Research, Practice, and Policy Bae, M., Kim, M., Kim, A., Lee, H., & Woo, K.† Under review · Journal of Community Health
• Palliative and Hospice Care Mobile Applications for Community: A Comprehensive Review Choi, S., Kim, A., Park, J., & Woo, K.† Under review · International Journal of Palliative Nursing

준비 중

In Preparation

• Development of an Automated Hospice Eligibility Screening Algorithm Using Large Language Models and Electronic Health Records Kim, A., Bae, M., Kim, M.S., & Woo, K.† In preparation · Target: Journal of Medical Internet Research
• End-of-Life Care Need Patterns in Home Nursing Consultations: A Natural Language Processing and Latent Class Analysis Study Kim, A., Kim, M.S., Lee, H., Bae, M., & Woo, K.† In preparation · Target: BMC Nursing
• Longitudinal Risk Factors for Hospice Transition Among Home Care Patients: A Cohort Study Kim, A., Lee, H., Bae, M., Kim, M.J., & Woo, K.† In preparation · Target: JMIR Nursing
• Fine-Tuning and Evaluation of Large Language Models for Correcting Korean Medical Automatic Speech Recognition Errors Kim, A., Bae, M., Kim, M.J., Lee, H., & Woo, K.† In preparation · Target: Journal of the American Medical Informatics Association
• Translation and Cultural Validation of SPICT in Korean: Using Large Language Model Kim, A., Lee, Y.J., Lee, J., Bae, M., Kim, M.J., Kim, S.H., Choi, Y.S.†, & Woo, K.† In preparation · Target: JAMA Network Open
• Social Disconnection, Gender, and Frailty Among Older Adults: A Comprehensive Assessment of Different Types of Social Disconnection Kim, A., & Woo, K.† In preparation · Target: Age and Ageing
• Community-Based Hospice and Palliative Care Referral Screening Tool: A PRISMA-COSMIN Systematic Review Kim, A., Choi, S., Lee, H., & Woo, K.† In preparation · Target: Nursing Outlook
• Effects of Home Care Services for Older Adults in East Asia: A Systematic Review and Meta-Analyses Kim, A., Lee, H., Lee, J., & Woo, K.† In preparation · Target: Asian Nursing Research
• Risk Factors of Unplanned Hospital Readmissions Among Aged 45 and Above in Community Kim, A., Shin, J., & Yoon, J.Y.† In preparation · Target: International Journal of Nursing Studies
• Impact of Long-Term Care Insurance on the Health and Life Satisfaction of Beneficiaries Among Community-Dwelling Older Adults Kim, A., & Woo, K.† In preparation · Target: The Gerontologist

선별 학회 발표

Selected Presentations

• Exploring Public Perspectives on Palliative and Hospice Care in Social Media: Topic Modeling and Multi-Class Sentiment Analysis Kim, A., & Woo, K.† (2025) Oral Presentation · MEDINFO 2025 (20th World Congress on Medical and Health Informatics)
• Telehealth Topic Modeling: Zero-Coding Strategies with KNIME Kim, A. (2024) Symposium · 2024 Spring Conference, Korean Society of Medical Informatics

※ 게재 논문은 전체를 수록했으며, 학회 발표는 대표 발표만 선별했습니다. (†교신저자, ‡공동 제1저자) 최신 정보는 Google Scholar를 참조하세요.

※ All published papers are listed; presentations are a selected subset. († corresponding author, ‡ equal first authorship) See Google Scholar for the latest.