Publications by authors named "Qianyuan Hu"
Article Synopsis
- Parkinsonian tremor (PT) and Essential tremor (ET) are similar upper limb tremors that often complicate diagnosis due to overlapping symptoms and frequencies.
- A new multimodal fusion network, MFCA-Net, utilizes a cross-attention mechanism to improve the classification of these tremors by analyzing both acceleration and surface electromyography (sEMG) signals from patients.
- The MFCA-Net achieved over 97.18% classification accuracy, significantly improving upon results from single input methods, making it a promising tool for clinicians in diagnosing PT and ET.
