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Deep brain stimulation of the Anterior Nucleus of the Thalamus (ANT-DBS) is an effective therapy in epilepsy. Poorer surgical outcomes are related to deviations of the lead from the ANT-target. The target identification relies on the visualization of anatomical structures by medical imaging, which presents some disadvantages. This study aims to research whether ANT-LFPs recorded with the PerceptTM PC neurostimulator can be an asset in the identification of the DBS-target. For this purpose, 17 features were extracted from LFPs recorded from a single patient, who stayed at an Epilepsy Monitoring Unit for a 5-day period. Features were then integrated into two machine learning (ML)-based methodologies, according to different LFP bipolar montages: Pass1 (nonadjacent channels) and Pass2 (adjacent channels). We obtained an accuracy of 76.6% for the Pass1-classifier and 83.33% for the Pass2-classifier in distinguishing locations completely inserted in the target and completely outside. Then, both classifiers were used to predict the target percentage of all combinations, and we found that contacts 3 (left hemisphere) and 2 and 3 (right hemisphere) presented higher signatures of the ANT-target, which agreed with the medical images. This result opens a new window of opportunity for the use of LFPs in the guidance of DBS target identification. [ABSTRACT FROM AUTHOR]

Pediatric penetrating carotid arterial trauma is a rare unreported cause of malignant cerebral infarction. Despite increasing evidence of benefit of decompressive hemicraniectomy (DCH) in pediatric malignant stroke, indications and predictors of outcome remain controversial. We report a 4-year-old boy with penetrating zone II neck trauma with laceration of the right internal carotid artery who developed malignant cerebral infarction requiring DCH. Impressive neurological recovery and excellent functional outcome was observed with good psychomotor development and quality of life. To our knowledge, this is the first reported case of pediatric malignant ICA infarction due to penetrating arterial trauma with good neurologic outcome after DCH. [ABSTRACT FROM AUTHOR]

Background: Hardware failure or malfunction after deep brain stimulation is an infrequent but costly occurrence with currently available systems. Case Description: The authors present the case of a 65-year-old female patient with predominantly tremoric Parkinson's disease who, 4 months after bilateral subthalamic nucleus stimulation with very good clinical results, began to display signs of recurrent disease and an increasingly smaller response to stimulation. Radiological studies, changes in electrode impedance and surgical findings and results established the diagnosis of Twiddler syndrome. Close patient follow-up, lack of a psychiatric history and physical examination findings were, however, contrary to the previously described causative mechanism. Conclusion: The clinical and radiological setup of Twiddler syndrome must be readily recognized. Its causative mechanism should remain under discussion, and intraoperative technical details may help to explain its occurrence. [ABSTRACT FROM AUTHOR]