Heart Rate Analysis Combined with Artificial Intelligence (Ai) Based Facial Expression Recognition and Studies on Brain Waves Applied to Stress Detection for Parkinson'S Disease Patients with Abnormal Gait Induced by Augmented Reality (Ar) Environment(II)

Chen, Szi-Wen (PI)
Chan, Hsiao-Lung (CoPI)
Chang, Ya-Ju (CoPI)
Chen, Rou-Shayn (CoPI)

Project: National Science and Technology Council › National Science and Technology Council Academic Grants

Abstract

本計畫如順利執行，將有助於巴金森氏病(PD)患者可以有效地進行步態檢測及訓練，可減少社會成本及不必要的人力浪費，亦可進一步釐清此類患者步態凍結(FOG)的發作與因步行所導致的壓力兩者之間的關係，而透過本系統的訓練，亦將有助於減緩此類病患FOG的惡化程度，進一步改善行走能力。另一方面，本計畫對人工智慧、深度學習，訊號處理，影像辨識等學術研究上亦有所助益。

Project IDs

Project ID:PB11308-3694
External Project ID:NSTC112-2221-E182-017-MY2

Status	Finished
Effective start/end date	01/08/24 → 31/07/25

Keywords

artificial intelligence (AI)
convolutional neural network (CNN)
electroencephalogram (EEG)
freezing of gait (FOG)
heart rate variability (HRV)
Parkinson's Disease (PD)

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https://www.grb.gov.tw/search/planDetail?id=16723735

Heart Rate Analysis Combined with Artificial Intelligence (Ai) Based Facial Expression Recognition and Studies on Brain Waves Applied to Stress Detection for Parkinson'S Disease Patients with Abnormal Gait Induced by Augmented Reality (Ar) Environment(II)

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