Dementia Healthcare

Aug 27, 2018

We aim to early detect and treat dementia diseases, which is hard to notice and treat, through user-friendly and trustworthy AI agents.

Selected
Junyuan Hong
Junyuan Hong
Postdoctoral Fellow

My research interests include data privacy and trustworthy machine learning.

Publications

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