Now-a-days most of the people affected by Parkinson's disease it is one of the degenerative
brain disorder occurred due to the midbrain cell death. The Parkinson disease affects …

We present a random forest (RF) classification and regression technique to predict,
intraoperatively, the unified Parkinson's disease rating scale (UPDRS) improvement after …

Recording neuronal activity using multiple electrodes has been widely used to understand
the functional mechanisms of the brain. Increasing the number of electrodes allows us to …

Despite the efficiency of deep brain stimulation (DBS) in the treatment of Parkinson's
disease (PD), the respective systems need to be further optimized. The lack of accurate PD …

BACKGROUND Our previous study found degradation to subthalamic neuronal encoding of
speech features in Parkinson disease (PD) patients suffering from speech disorders …

Deep brain stimulation (DBS) of the subthalamic nucleus (STN) remains an empirical, yet
highly effective, surgical treatment for advanced Parkinson's disease (PD). DBS outcome …

Objective. Understanding the generative mechanism between local field potentials (LFP)
and neuronal spiking activity is a crucial step for understanding information processing in …

Deep brain stimulation (DBS) is an invasive method used for treating Parkinson's disease in
its advanced stages. Nowadays, the initial adjustment of DBS parameters and their …

Fractal methods offer an invaluable means of investigating turbulent nonlinearity in non-
stationary biomedical recordings from the brain. Here, we investigate properties of …

Over the past two decades, deep brain stimulation (DBS) has been leading a renaissance of
neurosurgical treatments for neurological and neuropsychiatric disorders. DBS has become …