Pathology

Closed-Loop Deep Brain Stimulation With Reinforcement Learning and Neural Simulation
Closed-Loop Deep Brain Stimulation With Reinforcement Learning and Neural Simulation 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Deep Brain Stimulation (DBS) is effective for movement disorders, particularly Parkinson’s disease (PD). However, a closed-loop DBS system using reinforcement learning (RL) for automatic parameter tuning, offering enhanced energy efficiency… read more

MovePort: Multimodal Dataset of EMG, IMU, MoCap, and Insole Pressure for Analyzing Abnormal Movements and Postures in Rehabilitation Training
MovePort: Multimodal Dataset of EMG, IMU, MoCap, and Insole Pressure for Analyzing Abnormal Movements and Postures in Rehabilitation Training 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
In most real world rehabilitation training, patients are trained to regain motion capabilities with the aid of functional/epidural electrical stimulation (FES/EES), under the support of gravity-assist systems to prevent falls.… read more

An OpenSim-Based Closed-Loop Biomechanical Wrist Model for Subject-Specific Pathological Tremor Simulation
An OpenSim-Based Closed-Loop Biomechanical Wrist Model for Subject-Specific Pathological Tremor Simulation 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Objective: A pathological tremor (PT) is an involuntary rhythmic movement of varying frequency and amplitude that affects voluntary motion, thus compromising individuals’ independence. A comprehensive model incorporating PT’s physiological and… read more
Mathematical Modeling for Description of Oscillation Suppression Induced by Deep Brain Stimulation

Mathematical Modeling for Description of Oscillation Suppression Induced by Deep Brain Stimulation
Author(s)3: Chen Liu, Changsong Zhou, Jiang Wang, Kenneth A. Loparo
Mathematical Modeling for Description of Oscillation Suppression Induced by Deep Brain Stimulation 502 819 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

    A mathematical modeling for description of oscillation suppression by deep brain stimulation (DBS) is explored in this work. High frequency DBS introduced to the basal ganglia network can suppress…

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