Cheng-Yu Chen — accepted AI-conference papers

2025

Explainable Detection of Alzheimer's Disease Through Analysis of Human Behavior in Video

Bao-Hsuan Huang, Po-Chih Kuo, Likai Huang, Chaur-Jong Hu, Cheng-Yu Chen

ICASSP 2025accepted

Current diagnostic methods for Alzheimer’s disease (AD), such as brain imaging and cognitive impairment questionnaires, are costly and time-consuming, making early detection challenging. In this work, we develop a computer vision-based method to detect AD using behavioral data collected from the Tim…

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2024

Dementia Assessment Using Mandarin Speech with an Attention-Based Speech Recognition Encoder

Zih-Jyun Lin, Yi-Ju Chen, Po-Chih Kuo, Likai Huang, Chaur-Jong Hu, Cheng-Yu Chen

ICASSP 2024accepted

Dementia diagnosis requires a series of different testing methods, which is complex and time-consuming. Early detection of dementia is crucial as it can prevent further deterioration of the condition. This paper utilizes a speech recognition model to construct a dementia assessment system tailored f…

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