World Neurosurg
-
ChatGPT is a natural language processing chatbot with a significant prevalence in modern media with a clear application in the medical triage workflow. ChatGPT has shown significant capacity for understanding clinical vignettes, radiology reports, and even passing the American Board of Neurological Surgery board examination. There has never been an evaluation of the chatbot in triage and diagnosing spinal vignettes common to primary and urgent care practice. ⋯ ChatGPT is a powerful tool for primary triage of spinal issues. It can rapidly and accurately evaluate clinical scenarios and provide clear diagnostic reasoning. GPT-4 is not designed for medical use and will provide a disclaimer as such. It did tend toward over-referring patients to the ER. With specific training, it is likely that artificial intelligence and natural language processing chatbots will become widely used in primary triage of spinal issues.
-
Intracranial pressure (ICP) is a well-established measure in managing not only traumatic brain injury but also nontraumatic intracranial bleeding or edema. When ICP increases despite nursing or medical management, ICP may be reduced via surgical measures. Deciding whether to perform a craniotomy vs. craniectomy (whether the bone flap is replaced or not, respectively) is commonly made intraoperatively following preoperative planning. While ICP monitoring (ICPm) is standard pre- and postoperatively, its intraoperative utility remains understudied. ⋯ These results bring forward the potential pivotal role of intraoperative ICPm in guiding surgical strategies for elevated ICP, suggesting a novel data-driven approach to intraoperative management of decompression surgery.
-
There are critical disparities in the neurosurgical care provided around the globe due to challenges in resource allocation, training, and infrastructure. Global neurosurgical collaborations have replaced classical mission trips to address these disparities. However, the development of these collaborations and the impact of research funding on their growth have not yet been systematically studied. In this article, we use a graph theoretical approach to investigate trends in funding and co-authorship between and among authors from high-income countries (HICs) and authors from low- and middle-income countries (LMICs). ⋯ This work shows significant and rapid growth in international neurosurgical partnerships, especially in HIC-LMIC and LMIC-LMIC collaborations. Also, a significant positive relationship exists between research funding and LMIC-HIC co-authorship trends. This work encourages us as a community to continue to expand our translational collaborations with LMIC neurosurgeons and establish funding mechanisms independent of HIC authors.
-
Surgical resection of intracranial meningioma carries the risk of several complications, including intraoperative blood loss. The objective of this study was to investigate preoperative clinical and radiographic factors predictive of intraoperative estimated blood loss (EBL). ⋯ Intratumoral flow voids, larger maximal tumor diameter, and skull base location were independently predictive of EBL ≥500 mL. Intratumoral flow void presence was the strongest predictor, with 5.68 times the odds of high EBL. Each 1-cm increase in tumor diameter had 58% greater odds of high EBL. Skull base location was associated with 3.35 times the odds of high EBL. These results can inform preoperative patient counseling and blood management preparation.