Surgery

Neurosurgery

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

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Comprehensive Cerebral Aneurysm Rupture Prediction: From Clustering to Deep Learning

Cerebral aneurysm is a silent yet prevalent condition that affects a substantial portion of the glob...

AENEAS Project: Machine Vision-Based Real-Time Anatomy Detection. Application to the Pterional Trans-Sylvian Approach

Surgical success hinges on two core factors: technical execution and cognitive planning. While the f...

The Neurosurgical Uncertainty Index: Self-Doubting AI for rare or unexpected surgical complications

Rare or unexpected postoperative neurosurgical complications pose a challenge due to clinical variab...

Aneurysm Analysis Using Deep Learning

Precise aneurysm volume measurement offers a transformative edge for risk assessment and treatment p...

Machine learning-guided deconvolution of plasma protein levels

Proteomic techniques now measure thousands of proteins circulating in blood at population scale, dri...

A Multi-AI Agent Framework for Interactive Neurosurgical Education and Evaluation: From Vignettes to Virtual Conversations

Traditional medical board examinations present clinical information in static vignettes with multipl...

Miniaturized Four-Dimensional Functional Ultrasound for Mapping Human Brain Activity

Real-time brain monitoring for neurosurgery and neuroscience research of natural behaviors demands p...

Interpretable Transformer Models for rs-fMRI Epilepsy Classification and Biomarker Discovery

Automated interpretation of resting-state fMRI (rs-fMRI) for epilepsy diagnosis remains a challenge....

The Expertise Paradox: Who Benefits from LLM-Assisted Brain MRI Differential Diagnosis?

To evaluate how reader experience influences the diagnostic benefit from LLM assistance in brain MRI...

Scaling genetic discovery for organ volumes using machine learning-assisted imputation and bias-corrected GWAS

MRI-derived organ and tissue volumes are powerful endophenotypes for studying complex disease, but t...

Prognostic role of COVID-19 pneumonia signs and other CT-biomarkers for survival in patients with malignant neoplasms: the ARILUS project

Clinically manifested pneumonia associated with COVID-19 infection in cancer patients has been assoc...

Systematic Review of Radiomics and Artificial Intelligence in Intracranial Aneurysm Management.

Intracranial aneurysms, with an annual incidence of 2%-3%, reflect a rare disease associated with si...

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Jan 2025 40095247
Intelligent Control to Suppress Epileptic Seizures in the Amygdala: In Silico Investigation Using a Network of Izhikevich Neurons.

Closed-loop electricalstimulation of brain structures is one of the most promising techniques to sup...

Jan 2025 40031444
Deep learning-based fine-grained assessment of aneurysm wall characteristics using 4D-CT angiography.

PURPOSE: This study proposes a novel deep learning-based approach for aneurysm wall characteristics,...

Jan 2025 40356666
Towards Real-time Adaptive Anisotropic Image-to-mesh Conversion for Vascular Flow Simulations

Presented is a path towards a fast and robust adaptive anisotropic mesh generation method that is ...

Post-Training Non-Uniform Quantization for Convolutional Neural Networks

Despite the success of CNN models on a variety of Image classification and segmentation tasks, the...

Impact of Privacy Parameters on Deep Learning Models for Image Classification

The project aims to develop differentially private deep learning models for image classification o...

A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis

This paper presents a differentially private approach to Kaplan-Meier estimation that achieves acc...

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