World Neurosurg
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Diagnosing early lumbar spondylolisthesis is challenging for many doctors because of the lack of obvious symptoms. Using deep learning (DL) models to improve the accuracy of X-ray diagnoses can effectively reduce missed and misdiagnoses in clinical practice. This study aimed to use a two-stage deep learning model, the Res-SE-Net model with the YOLOv8 algorithm, to facilitate efficient and reliable diagnosis of early lumbar spondylolisthesis based on lateral X-ray image identification. ⋯ Our two-stage deep learning model provides doctors with a reference basis for the better diagnosis and treatment of early lumbar spondylolisthesis.
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There is an emerging role for minimally invasive magnetic resonance-guided laser interstitial thermal therapy (MRgLITT) in the treatment of pediatric epilepsy refractory to medication. To date, predictors of MRgLITT success have not been established in a sizeable singular experience. Correspondingly, the aim of this study was to elucidate if previous surgical history predicts MRgLITT success in this setting. ⋯ Based on our institutional experience, patients with previous open surgery history may experience longer length of hospitalization after MRgLITT for pediatric epilepsy and lesser response in seizure-freedom within the first year but with non-inferior seizure freedom by the second year.
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The importance of patient education has become increasingly apparent in recent years. A prominent patient education tool in neurosurgery is the Neurosurgical Conditions and Treatments page provided by the American Association of Neurological Surgeons (AANS). This study aimed to investigate the readability of this resource page as many new articles have been incorporated in the past decade. ⋯ As compared to a single previous investigation conducted 10 years ago, the readability of articles has changed modestly, and the reading grade level remains well above the recommendations by the American Medical Association and National Institutes of Health. The 6 new articles introduced in the past decade have demonstrated similar readability, presenting a persistent challenge in the realm of patient education in neurosurgery.