2 citations · 2 across the 5 of their papers we have counts for
3 papers · 1 filter
Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands
Kristin Qi, Youxiang Zhu, Caroline Summerour +2
Early detection of cognitive decline is crucial for enabling interventions that can slow neurodegenerative disease progression. Traditional diagnostic approaches rely on labor-inte…
Evaluating Picture Description Speech for Dementia Detection using Image-text Alignment
Youxiang Zhu, Nana Lin, Xiaohui Liang +3
Using picture description speech for dementia detection has been studied for 30 years. Despite the long history, previous models focus on identifying the differences in speech patt…
Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning
Youxiang Zhu, Bang Tran, Xiaohui Liang +2
Speech pause is an effective biomarker in dementia detection. Recent deep learning models have exploited speech pauses to achieve highly accurate dementia detection, but have not e…