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.