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Deep brain stimulation of the subthalamic nucleus (DBS-STN) is an approved treatment for advanced Parkinson disease (PD) patients; however, there is a need to further evaluate its effect on gait. This study compares logistic regression (LR), probabilistic neural network (PNN) and support vector machine (SVM) classifiers for discriminating between normal and PD subjects in assessing the effects of...
Left ventricular–arterial (VA) coupling has been recognized to be of great significance in understanding both the global and local mechanical performance of the circulatory system. In this study, a closed-loop multi-scale model of the human cardiovascular system is established for the purpose of studying the coupled VA hemodynamic changes during aging. Obtained results show that age-associated changes...
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