研究概述：基于深部闭环脑机接口的帕金森病感知-干预神经调控，包括神经电生理信号解码、闭环调控方案设计及脑深部电刺激作用机制解析；帕金森病定量智能管理，通过神经影像、运动行为等多模态数据分析量化帕金森病监测，实现早期智能诊断及用药开关时间优化。

发表论文：

1.Fei Su, Min Chen, Mingjun Zhang, Xiaofeng Wang, Liang Wu, Chen Liu, Jiang Wang, Siyuan Chang, Tao Xin^*, Real-time Detection of Parkinson’s States based on Wearable Sensor with Embedded Machine Learning,IEEE Sensors Journal,2024, 24(23): 39101-39110.

2.Xiaofeng Wang, Min Chen, Yin Shen, Yuming Li, Shengjie Li, Yuanhao Xu, Yu Liu,Fei Su^*, Tao Xin^*, A longitudinal electrophysiological and behavior dataset for PD rat in response to deep brain stimulation,Scientific Data, 2024, 11:50.

3.Yin Shen^#, Huai Baogeng^#, Xiaofeng Wang, Min Chen, Xiaoyue Shen, Min Han, Shangfei Li,Fei Su^*, Tao Xin^*. Automatic sleep-wake classification and Parkinson's disease recognition using multi-feature fusion with support vector machine,CNS Neuroscience & Therapeutics, 2024, 30(4): e14708.

4.Min Chen, Zhanfang Sun, Tao Xin, Yan Chen^*,Fei Su^*. An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease.IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 31: 3937-3946.

5.Fei Su, Hong Wang, Linlu Zu^*, Yan Chen^*. Closed-loop Modulation of Model Parkinsonian Beta Oscillations based on CAR-fuzzy Control Algorithm.Cognitive Neurodynamics. 2023, 17(5), 1185-1199.

6.Min Chen, Zhanfang Sun,Fei Su^*, Yan Chen^*, Degang Bu, Yubo Lyu. An Auxiliary Diagnostic System for Parkinson’s Disease Based on Wearable Sensors and Genetic Algorithm Optimized Random Forest.IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30: 2254-2263.