AI for Dementia Healthcare

Aug 27, 2018

We aim to early detect and intervene dementia diseases leveraging the power of (Generative) AI.

Selected

Junyuan Hong

Postdoctoral Fellow

My research interest lies in the interaction of human-centered AI and healthcare.

Publications

A-CONECT: Designing AI-based Conversational Chatbot for Early Dementia Intervention

We develop a chatbot for early dementia prevention and leverage LLMs to build digital twins to evaluate chatbots.

Junyuan Hong, Wenqing Zheng, Han Meng, Siqi Liang, Anqing Chen, Hiroko H. Dodge, Jiayu Zhou, Zhangyang Wang

A-CONECT: Designing AI-based Conversational Chatbot for Early Dementia Intervention

Federated Adversarial Debiasing for Fair and Trasnferable Representations

A distributed domain/group debiasing framework for unsupervised domain adaptation or fairness enhancement.

Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Hiroko Dodge, Zhangyang Wang, Jiayu Zhou

Federated Adversarial Debiasing for Fair and Trasnferable Representations

Detecting MCI using real-time, ecologically valid data capture methodology: How to improve scientific rigor in digital biomarker analyses

Early identification and accurate assessment of Mild Cognitive Impairment (MCI) is critical for clinical-trial enrichment as well as …

Junyuan Hong, Jeffrey Kaye, Hiroko H Dodge, Jiayu Zhou

Detecting MCI using real-time, ecologically valid data capture methodology: How to improve scientific rigor in digital biomarker analyses