BACKGROUND AND OBJECTIVES: External ventricular drain (EVD) placement is a routine neurosurgical procedure for cerebrospinal fluid (CSF) diversion. Despite standardized procedures, a considerable risk of infection remains. While CSF EVD-related infections (EVD-RI) are common and have been extensively studied, surgical...
A. Alakmeh, D. de Wilde, V. Stumpo et al.· Neurosurgery practice· 0 citations
BACKGROUND
To identify the clinical timepoint of World Federation of Neurosurgical Societies (WFNS) grading that provides the highest prognostic accuracy for short- and long-term outcomes in aneurysmal subarachnoid hemorrhage (aSAH).
METHODS
In this cohort study of 389 patients, WFNS grades were recorded at first med...
Sebastian L Wyss, J. Fierstra, V. Staartjes et al.· Neurocritical Care· 0 citations
This work aims to train a multiclass vertebral subregion segmentation model with different model architectures, using a standard nnU-Net, a nnU-Net with residual encoder, and a shifted window U-Net transformer for semantic segmentation of thoracolumbar spine CTs.
Raffaele Da Mutten, Sven Theiler, Massimo Bottini et al.· Journal of imaging informati...· 0 citations
The deep learning model demonstrated high accuracy in segmenting meningiomas and modest performance for peritumoral edema on preoperative magnetic resonance imaging (MRI) scans, support the potential utility of automated segmentation tools in clinical workflows.
D. de Wilde, Olivier Zanier, A. Alakmeh et al.· Neuroradiology· 0 citations
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