GOAL
HealthAI Research Lab pioneers convergence research within an AI-enabled Learning Health System framework, seamlessly integrating medical knowledge and patient insights with advanced analytics to bridge care delivery and social-behavioral determinants of health - optimizing outcomes and enriching value-based healthcare practices.
What's Happening in the HealthAI Research Lab
M Pawar, J Shaffer, DG Ko. "LLM-Extracted Sentiment and ICD-10 Data for Identifying Patient Risk Factors: Predicting Adverse Health Outcomes." The 35th Annual POMS Conference, Atlanta, GA, May 8-12, 2025.
J Galla, J Shaffer, DG Ko. "Impact of Patient-Provider Relationships on Telehealth Responses: Empathy, Turnaround Time, and Predictive Insights." The 35th Annual POMS Conference, Atlanta, GA, May 8-12, 2025.
DG Ko, U Tachinardi, EJ Warm. "Secure Messaging Telehealth Billing in the Digital Age: Moving Beyond Time-Based Metrics." Journal of the American Medical Informatics Association, September 2024.
SA Ko, EJ Warm, DP Schauer, DG Ko. "Secure Messaging Use Among Patients With Depression: An Analysis Using Real-World Data." Telemedicine and e-Health, June 2024.
DG Ko, EJ Warm, U Tachinardi. "The Role of Telehealth, Big Data, and Generative AI: Creating Value in Healthcare Operations." POMS College of Healthcare Operations Management, Minneapolis, MN, April 25, 2024.
A Kitroo, AS Pandey, R Cohen, DG Ko. “Integrated Medical and Social Care Machine Learning Models for Developing Personalized ‘Whole Person’ Intervention Strategies.” The 34th Annual POMS Conference, Minneapolis, MN, April 25-29, 2024.
DG Ko, R Cohen, A Kitroo. “Predicting Patients at Risk of Developing Cardiovascular Diseases Complication: Integration of Medical and Social Care.” The 17th International Conference on Advanced Technologies & Treatments for Diabetes, Florence, Italy, March 6-9, 2024.
DG Ko, K Mannava, NS Bodapati, DP Schauer, E Warm. “Communication Behavior Changes Among Patients With Type II Diabetes: The Impact of COVID-19 on Telehealth Utilization.” The 17th International Conference on Advanced Technologies & Treatments for Diabetes, Florence, Italy, March 6-9, 2024.
DG Ko. “Classifying Secure Messages by Examining Providers’ Behavior.” The 17th International Conference on Advanced Technologies & Treatments for Diabetes, Florence, Italy, March 6-9, 2024.