AIMC Topic: Neurosurgical Procedures
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Machine Learning Reveals Demographic Disparities in Palliative Care Timing Among Patients With Traumatic Brain Injury Receiving Neurosurgical Consultation.
Neurocritical care
Dec 10, 2024
BACKGROUND: Timely palliative care (PC) consultations offer demonstrable benefits for patients with traumatic brain injury (TBI), yet their implementation remains inconsistent. This study employs machine learning methods to identify distinct patient ...
Machine Learning Algorithms for Neurosurgical Preoperative Planning: A Scoping Review.
World neurosurgery
Dec 5, 2024
BACKGROUND AND OBJECTIVE: Preoperative neurosurgical planning is an important step in avoiding surgical complications, reducing morbidity, and improving patient safety. The incursion of machine learning (ML) in this domain has recently gained attenti...
Development and application of explainable artificial intelligence using machine learning classification for long-term facial nerve function after vestibular schwannoma surgery.
Journal of neuro-oncology
Oct 11, 2024
PURPOSE: Vestibular schwannomas (VSs) represent the most common cerebellopontine angle tumors, posing a challenge in preserving facial nerve (FN) function during surgery. We employed the Extreme Gradient Boosting machine learning classifier to predic...
Deep Learning Detection of Hand Motion During Microvascular Anastomosis Simulations Performed by Expert Cerebrovascular Neurosurgeons.
World neurosurgery
Oct 5, 2024
OBJECTIVE: Deep learning enables precise hand tracking without the need for physical sensors, allowing for unsupervised quantitative evaluation of surgical motion and tasks. We quantitatively assessed the hand motions of experienced cerebrovascular n...
Controversies in Artificial Intelligence in Neurosurgery.
Neurosurgery clinics of North America
Oct 2, 2024
Artificial intelligence (AI) has evolved from science fiction to a technology infiltrating everyday life. In neurosurgery, clinicians and researchers are exploring ways to implement this powerful tool to improve the safety and efficiency of the perio...
Personalizing neurosurgical strategies for epidermoid cysts with artificial intelligence.
Neurosurgical review
Sep 27, 2024
AI and neurosurgery: a new era of enhanced outcomes.
Neurosurgical review
Sep 21, 2024
Artificial Intelligence (AI) is revolutionizing neurosurgery by enhancing diagnostic accuracy, surgical planning, and personalized patient care. Despite challenges like data privacy and bias, AI's integration promises to transform surgical outcomes a...
Artificial intelligence enhancements in the neurosurgical treatment of tuberous sclerosis.
Neurosurgical review
Sep 21, 2024
Enhancing neurosurgical interventions for Sturge-Weber syndrome with AI technologies.
Neurosurgical review
Sep 21, 2024
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