5 papers
Understanding Perspectives of Patients, Caregivers and Clinicians towards Emerging Collaborative-decision Making Technologies
Ray-Yuan Chung, Athena Ortega, Zixuan Xu +7
In pediatrics, patients, caregivers, and clinicians share responsibility for health decisions, but limited collaboration can undermine outcomes. We conducted a qualitative study ex…
Co-designing for the Triad: Design Considerations for Collaborative Decision-Making Technologies in Pediatric Chronic Care
Ray-Yuan Chung, Jaime Snyder, Zixuan Xu +7
In pediatric chronic care, the triadic relationship among patients, caregivers, and healthcare providers introduces unique challenges for youth in managing their conditions. Diverg…
Rethinking Health Agents: From Siloed AI to Collaborative Decision Mediators
Ray-Yuan Chung, Xuhai Xu, Ari Pollack
Large language model based health agents are increasingly used by health consumers and clinicians to interpret health information and guide health decisions. However, most AI syste…
Bridging the Cognitive Gap: Co-Designing and Evaluating a Voice-Enabled Community Chatbot for Older Adults
Feng Chen, Luna Xingyu Li, Ray-Yuan Chung +4
Digital portals in retirement communities often create physical and cognitive barriers for older adults, leading to digital avoidance. Generative AI offers a solution by enabling n…
Learning from Elders: Making an LLM-powered Chatbot for Retirement Communities more Accessible through User-centered Design
Luna Xingyu Li, Ray-yuan Chung, Feng Chen +3
Low technology and eHealth literacy among older adults in retirement communities hinder engagement with digital tools. To address this, we designed an LLM-powered chatbot prototype…