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Journal Article
Journal Article
IEEE Transactions on Biomedical Engineering, ISSN 0018-9294, 05/2017, Volume 64, Issue 5, pp. 1123 - 1130
We present a random forest (RF) classification and regression technique to predict, intraoperatively, the unified Parkinson's disease rating scale (UPDRS)... 
subthalamic nucleus (STN) | Microelectrodes | Satellite broadcasting | Surgery | random forests (RFs) | Feature extraction | Deep brain stimulation (DBS) | Parkinson's Disease | Indexes | unified Parkinson's disease rating scale (UPDRS) | Diseases | microelectrode recordings (MERs) | NEURONAL-ACTIVITY | ENGINEERING, BIOMEDICAL | BASAL GANGLIA | LOCAL-FIELD POTENTIALS | BRADYKINESIA | ORGANIZATION | SYNCHRONIZATION | TREMOR | SUBTHALAMIC NUCLEUS | OSCILLATORY ACTIVITY | PARKINSONS-DISEASE | Outcome Assessment (Health Care) - methods | Parkinson Disease - therapy | Electrocorticography - instrumentation | Prognosis | Subthalamic Nucleus | Brain Mapping - instrumentation | Humans | Intraoperative Neurophysiological Monitoring - instrumentation | Treatment Outcome | Brain Mapping - methods | Deep Brain Stimulation - instrumentation | Deep Brain Stimulation - methods | Therapy, Computer-Assisted - methods | Therapy, Computer-Assisted - instrumentation | Diagnosis, Computer-Assisted - methods | Parkinson Disease - diagnosis | Electrocorticography - methods | Intraoperative Neurophysiological Monitoring - methods | Diagnosis, Computer-Assisted - instrumentation | Signal processing | Research | Brain | Parkinson's disease | Neurodegenerative diseases | Deep brain stimulation | Parkinsons disease | Solitary tract nucleus | Motors | Stimulation | Electrical stimuli | Classification | Predictions | Subthalamic nucleus | Movement disorders | Index Medicus
Journal Article
Journal of Neuroscience Methods, ISSN 0165-0270, 01/2019, Volume 311, pp. 67 - 75
Journal Article
JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, ISSN 1940-087X, 08/2017, Issue 126
Journal Article
Journal of Neuroscience Methods, ISSN 0165-0270, 01/2016, Volume 258, pp. 1 - 15
Journal Article
Journal Article