BACKGROUND AND PURPOSE Hemodynamic instability can occur acutely after carotid angioplasty and stent placement (CAS). We performed this study to determine the frequency of hemodynamic instability in a series of patients who underwent CAS and to analyze factors associated with development of postprocedural hemodynamic events. METHODS We reviewed medical records and angiograms in a series of 51...

This work presents a novel and promising approach to the clinical management of acute stroke. Using machine learning techniques, our research has succeeded in developing accurate diagnosis prediction real-time models from hemodynamic data. These are able diagnose stroke subtype with 30 minutes monitoring, predict exitus during first 3 hours recurrence just 15 monitoring. Patients difficult acce...