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Neurosurgery

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

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Showing 673-693 of 3,845 articles
Critical Anatomy-Preserving & Terrain-Augmenting Navigation (CAPTAiN): Application to Laminectomy Surgical Education

Surgical training remains a crucial milestone in modern medicine, with procedures such as laminect...

RaRa Clipper: A Clipper for Gaussian Splatting Based on Ray Tracer and Rasterizer

With the advancement of Gaussian Splatting techniques, a growing number of datasets based on this ...

Graph-Convolution-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation

Synthetic data generation plays a crucial role in medical research by mitigating privacy concerns ...

First-in-human, real-time artificial intelligence assisted cerebral aneurysm coiling: a preliminary experience.

BACKGROUND: Neuroendovascular procedures require careful and simultaneous attention to multiple devi...

Jun 2025 38849208
Q-SAM2: Accurate Quantization for Segment Anything Model 2

The Segment Anything Model 2 (SAM2) has gained significant attention as a foundational approach fo...

Geometric deep learning for local growth prediction on abdominal aortic aneurysm surfaces

Abdominal aortic aneurysms (AAAs) are progressive focal dilatations of the abdominal aorta. AAAs m...

GeoClip: Geometry-Aware Clipping for Differentially Private SGD

Differentially private stochastic gradient descent (DP-SGD) is the most widely used method for tra...

Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness

This work introduces a hybrid non-Euclidean optimization method which generalizes gradient norm cl...

Evaluating the performance and fragility of large language models on the self-assessment for neurological surgeons

The Congress of Neurological Surgeons Self-Assessment for Neurological Surgeons (CNS-SANS) questio...

Artificial intelligence in neurosurgery: a systematic review of applications, model comparisons, and ethical implications.

BACKGROUND: Artificial Intelligence (AI) has emerged as a transformative tool in medicine, particula...

May 2025 40439939
In Search of Adam's Secret Sauce

Understanding the remarkable efficacy of Adam when training transformer-based language models has ...

Machine learning decision support model construction for craniotomy approach of pineal region tumors based on MRI images.

BACKGROUND: Pineal region tumors (PRTs) are rare but deep-seated brain tumors, and complete surgical...

May 2025 40426149
Knoll: Creating a Knowledge Ecosystem for Large Language Models

Large language models are designed to encode general purpose knowledge about the world from Intern...

4D-CTA Image and geometry dataset for kinematic analysis of abdominal aortic aneurysms

This article presents a dataset used in the article "Kinematics of Abdominal Aortic Aneurysms", pu...

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4D-CTA Image and geometry dataset for kinematic analysis of abdominal aortic aneurysms

This article presents a dataset used in the article "Kinematics of Abdominal Aortic Aneurysms" [ar...

Machine learning for clinical outcome prediction in cerebrovascular and endovascular neurosurgery: systematic review and meta-analysis.

BACKGROUND: Machine learning (ML) may be superior to traditional methods for clinical outcome predic...

May 2025 38772570
Aneumo: A Large-Scale Multimodal Aneurysm Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

Intracranial aneurysms (IAs) are serious cerebrovascular lesions found in approximately 5\% of the...

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Fine-tuning Quantized Neural Networks with Zeroth-order Optimization

As the size of large language models grows exponentially, GPU memory has become a bottleneck for a...

(2)
PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement

Multi-frame video enhancement tasks aim to improve the spatial and temporal resolution and quality...

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