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Neurosurgery

Latest AI and machine learning research in neurosurgery for healthcare professionals.

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Artificial Intelligence for Cerebral Aneurysm Management: Integrating Imaging, Hemodynamics, and Clinical Decision Support.

Cerebral aneurysms are complex vascular lesions whose rupture can result in subarachnoid hemorrhage (SAH), a condition associated with substantial morbidity and mortality. Although current clinical risk assessment relies primarily on morphological characteristics such as aneurysm size and location, these factors alone are often insufficient for individualized rupture risk prediction. Advances in a...

Sep 3 2026 42690528

Extracellular vesicles redefine glioma detection.

Robinson et al. challenge the reliance on neurosurgery for glioma diagnosis by integrating multi-omic profiling of plasma extracellular vesicles with machine learning. Across independent cohorts, these biomarkers discriminate between glioma and controls and enable longitudinal tracking of tumor burden, establishing a clinically relevant foundation for minimally invasive diagnosis, monitoring, and ...

Sep 3 2026 42692900
Multi-centre Validation of Automated Outer-to-Outer Wall Segmentation of Infrarenal Abdominal Aortic Aneurysms Using a nnU-Net Based Model.

Accurate outer-to-outer wall aortic segmentation is essential for abdominal aortic aneurysm (AAA) assessment and endovascular aneurysm repair (EVAR) p...

Sep 3 2026 42693332
Overcoming barriers to neurosurgical care with technology and innovation.

Technological advancements show great potential in transforming and advancing global surgery. Compared to general medicine, technology in neurosurgery...

Sep 2 2026 42681691
Physics-Informed Neural Networks Meet Multimodal Large Language Models: Biomechanical Simulation in Aortic Aneurysm.

Axial dissections of the thoracic artery are common causes of death in people diagnosed with aortic dissection; however, decisions to intervene on asc...

Sep 2 2026 42688651
The Evolution and Global Impact of Uniportal Endoscopic Spine Surgery : A Korean Perspective and Historical Legacy.

Uniportal full-endoscopic spine surgery (FESS) has expanded over three decades from percutaneous discectomy to include multilevel decompression, endos...

Sep 1 2026 42675993
Machine Learning-Based Reduced-Order Prediction of Rupture-Related Hemodynamics in Cerebral Aneurysms with Surface Blebs: A Pilot Study.

Cerebral aneurysm rupture is strongly associated with localized hemodynamic abnormalities, particularly in aneurysms containing surface blebs that rep...

Aug 31 2026 42675273
Gut microbiota and blood biomarkers as correlating factors in patients with postoperative delirium: analysis of three prospective observational studies.

Postoperative delirium is associated with both gut microbiota alterations and Tau phosphorylation; however, how these factors interact and jointly con...

Aug 30 2026 42668272
Robot-assisted biopsy a bibliometric analysis of global trends, hotspots, and emerging frontiers (2000-2025).

Robot-assisted biopsy techniques achieve precise minimally invasive sampling of deep-seated and anatomically complex lesions through stable robotic ma...

Aug 28 2026 42663785
AI-based Framework for Automated Segmentation and Surgical Decision Support in Ascending Thoracic Aortic Aneurysm.

Accurate morphometric assessment of ascending thoracic aortic aneurysms (ATAA) from computed tomography angiography (CTA) is essential for individuali...

Aug 27 2026 42658698
Beyond the Black Box: Is Artificial Intelligence Ready to Reshape Neurosurgical Decision-Making? A Narrative Review.

BACKGROUND AND AIMS: Artificial intelligence (AI) is increasingly being integrated into neurosurgical practice, offering capabilities in diagnostic im...

Aug 26 2026 42657048
AMR-VSF: an adaptive memory correction framework for robust 3D CT aorta segmentation.

PURPOSE: Accurate 3D aortic segmentation in CT images is vital for cardiovascular disease diagnosis, surgical planning, and intraoperative navigation....

Aug 25 2026 42640529
Autonomous Vascular Access Devices: Current Solutions and Future Challenges.

INTRODUCTION: Central venous cannulation is essential for life-saving interventions including resuscitation of critically ill patients, hemodynamic mo...

Aug 22 2026 42632640
Clinical outcome prediction of Contour Neurovascular System treatment based on pre-treatment geometric and hemodynamic characteristics.

PURPOSE: The contour neurovascular system (CNS) is increasingly used for endovascular treatment of intracranial aneurysms, but outcome and post-treatm...

Aug 22 2026 42632845
MACHINE LEARNING VERSUS PENALISED LOGISTIC REGRESSION FOR PREDICTING IN-HOSPITAL MORTALITY IN RUPTURED ABDOMINAL AORTIC ANEURYSM: A COMPARISON USING A UNIFORM VALIDATION FRAMEWORK.

BACKGROUND: Ruptured abdominal aortic aneurysm (rAAA) remains associated with substantial in-hospital mortality. Although machine-learning methods can...

Aug 19 2026 42617692
A Combined Clinical/MRI Deep Learning Model for Estimating Outcomes After Percutaneous Transforaminal Endoscopic Discectomy.

BACKGROUND: Percutaneous transforaminal endoscopic discectomy (PTED) is a common treatment for lumbar disc herniation (LDH), but postoperative recover...

Aug 19 2026 42618549
Deep Learning-based Automated Vessel Extraction for VR Image Creation From Cerebral TOF-MRA.

RATIONALE AND OBJECTIVES: Accurate and efficient three-dimensional visualization of cerebral vasculature is essential for clinical evaluation; however...

Aug 8 2026 42570908
Predictive simulation of coil mechanics uncovers shape-driven determinants of endovascular coiling efficacy in intracranial aneurysms.

Endovascular coiling is a minimally invasive therapeutic option for intracranial aneurysm (IA). This technique involves occluding the aneurysmal sac w...

Aug 4 2026 42553874
The Influence of Patient Persona and Affective Framing on Management Recommendations of ChatGPT, Gemini and Claude for Unruptured Intracranial Aneurysms: A Comparative Benchmarking Study.

Patients increasingly consult large language models (LLMs) before specialist review and may do so in widely differing emotional registers. We examined...

Aug 3 2026 42545535
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