World Neurosurg
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The aim of this study is to determine if frailty, defined as modified frailty index (MFI) >2.7, correlated with worse postoperative outcomes in patients with chronic subdural hematomas (CSDHs). We also compare the predictive ability of the MFI with another widely used frailty measure, the Clinical Frailty Scale (CFS). ⋯ Elderly patients presenting with CSDH who are frail (MFI >0.27) have significantly worse functional outcomes following twist-drill craniostomies. Therefore assessing frailty in this population is important before managing these patients, and for this purpose the CFS is a superior predictor of postoperative function than the MFI.
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The consistency of meningioma is a factor that may influence surgical planning and the extent of resection. The aim of our study is to develop a predictive model of tumor consistency using the radiomic features of preoperative magnetic resonance imaging and the tumor elasticity measured by intraoperative ultrasound elastography (IOUS-E) as a reference parameter. ⋯ We have developed a high-precision classification model that is capable of predicting consistency of meningiomas based on the radiomic features in preoperative magnetic resonance imaging (T2-weighted, T1-weighted post-contrast, and apparent diffusion coefficient map).
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Case Reports Observational Study
Minimally Invasive Surgical Repair of Vertebral Artery Ostium Stenosis in Ischemic Stroke Patients: a single-centre case series.
Ischemic stroke is the second leading cause of death in North Macedonia. Posterior circulation disease, caused by vertebral artery (VA) ostium (VAo) stenosis, is a common cause of ischemic stroke. We established a treatment approach using surgical revascularization of posterior circulation disease. In the present observational study, we assessed the outcome after surgical revascularization of the posterior circulation ischemia caused by VAo stenosis. ⋯ Minimally invasive surgical revascularization of the posterior brain circulation is a clinically effective therapeutic approach to manage ischemia caused by VAo stenosis. It can be performed safely, promote long-lasting symptom relief, and prevent recurrent strokes.
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In patients treated with thrombectomy, thrombus migration (TM) to distal arterial segments is occasionally observed. We investigated the incidence of TM, factors associated with TM, and association between TM and clinical outcomes. ⋯ TM is common, particularly after IVT. In addition, TM is associated with better functional outcomes, irrespective of the angiographic outcomes.
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Mortality following surgical resection of spinal tumors is a devastating outcome. Naïve Bayes machine learning algorithms may be leveraged in surgical planning to predict mortality. In this investigation, we use a Naïve Bayes classification algorithm to predict mortality following spinal tumor excision within 30 days of surgery. ⋯ The Naïve Bayes classifier may be used to predict 30-day mortality for patients undergoing spine tumor excisions, with an increasing degree of accuracy as the model better performs by learning continuously from the input patient data. Patient outcomes can be improved by identifying high-risk populations early using the algorithm and applying that data to inform preoperative decision making, as well as patient selection and education.