World Neurosurg
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Comparative Study
Robotic-Assisted vs. Conventional Posterior Lumbar Fusion - An Analysis of 90-day Complications & Readmissions.
To evaluate medical and surgical complication rates between robotic-assisted versus conventional elective posterior lumbar fusions. ⋯ Patients who underwent a robotic-assisted fusion had similar rates of surgical and medical complications compared with those who underwent a conventional fusion. Further studies are warranted to better understand the future role of robots in spine surgery.
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Given the significant cost and morbidity of patients undergoing lumbar fusion, accurate preoperative risk-stratification would be of great utility. We aim to develop a machine learning model for prediction of major complications and readmission after lumbar fusion. We also aim to identify the factors most important to performance of each tested model. ⋯ We report a machine learning algorithm for prediction of major complications and readmission after lumbar fusion that outperforms logistic regression. Notably, the predictors most important for XGBoost differed from those for regression. The superior performance of XGBoost may be due to the ability of advanced machine learning methods to capture relationships between variables that regression is unable to detect. This tool may identify and address potentially modifiable risk factors, helping risk-stratify patients and decrease complication rates.
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No established standard of care currently exists for the postoperative management of patients with surgically resected pituitary adenomas. Our objective was to quantify the efficacy of a postoperative stepdown unit protocol for reducing patient cost. ⋯ These results suggest that use of a postoperative stepdown unit could result in a 12.5% savings for eligible patients undergoing treatment of pituitary tumors by shifting patients to a less acute unit without worsened surgical outcomes. Historical controls indicate that over half of all pituitary patients would be eligible. Further refinement of patient selection for less costly perioperative management may reduce cost burden for the health care system and patients.
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Choroid plexus carcinoma is a central nervous system tumor pathologically corresponding to World Health Organization grade III. Choroid plexus carcinoma mainly affects pediatric patients with a poor prognosis. Due to its rarity, standardized treatment has not yet been outlined. ⋯ In this study, we described the clinicoradiologic characteristics of choroid plexus carcinomas. Surgical resection is the mainstream treatment. Due to the paucity of clinical evidence, the standard regimen of adjuvant therapies still needs further research.
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Patients can develop scalp and cranial defects as a result of neoplasm, trauma, or infection. Reconstruction of these defects can be difficult in some patients and may require a multidisciplinary approach using creative solutions usually used for disease processes in other areas of the body, such as severe burns. ⋯ Reconstructive salvage of complex cranial and scalp defects takes time, so patience and earlier recognition of need for atypical reconstruction is beneficial. Patient characteristics may influence outcomes, but judicious choice of materials and techniques is more critical to patient success. Use of a multidisciplinary approach to complex cranial and scalp reconstruction is a beneficial option for many patients for whom standard reconstruction methods are not viable.