Radiology

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

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Deep Learning Algorithms for Breast Cancer Detection in a UK Screening Cohort: As Stand-alone Readers and Combined with Human Readers.

Background Deep learning (DL) algorithms have shown promising results in mammographic screening eith...

Nov 2024 39560480
Letter to Editor Regarding "Use of Artificial Intelligence Software to Detect Intracranial Aneurysms: A Comprehensive Stroke Center Experience".

Artificial intelligence (AI) is increasingly significant in neurosurgery, enhancing differential dia...

Nov 2024 39623635
Random Token Fusion for Multi-View Medical Diagnosis

In multi-view medical diagnosis, deep learning-based models often fuse information from different ...

Topology-Aware Exploration of Circle of Willis for CTA and MRA: Segmentation, Detection, and Classification

The Circle of Willis (CoW) vessels is critical to connecting major circulations of the brain. The ...

A holistic physics-informed neural network solution for precise destruction of breast tumors using focused ultrasound on a realistic breast model.

This study presented a novel approach for the precise ablation of breast tumors using focused ultras...

Oct 2024 39696866
Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries from a steady-state prior

Cardiovascular hemodynamic fields provide valuable medical decision markers for coronary artery di...

Copula-Linked Parallel ICA: A Method for Coupling Structural and Functional MRI brain Networks

Different brain imaging modalities offer unique insights into brain function and structure. Combin...

Conditional Generative Models for Contrast-Enhanced Synthesis of T1w and T1 Maps in Brain MRI

Contrast enhancement by Gadolinium-based contrast agents (GBCAs) is a vital tool for tumor diagnos...

Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging

Alzheimer's disease (AD) is a neurodegenerative disorder characterized by progressive memory and c...

BioFace3D: A fully automatic pipeline for facial biomarkers extraction of 3D face reconstructions segmented from MRI

Facial dysmorphologies have emerged as potential critical indicators in the diagnosis and prognosi...

Cerebral microbleeds: Association with cognitive decline and pathology build-up

Cerebral microbleeds, markers of brain damage from vascular and amyloid pathologies, are linked to...

[Clinical Validation Study of Deep Learning-Generated Magnetic Resonance Images].

This research utilizes a deep learning-based image generation algorithm to generate pseudo-sagittal ...

Sep 2024 39463079
[Research on Construction of Knowledge Base for MRI Equipment Maintenance Based on Knowledge Graph].

To improve the level of modern hospital management and establish a scientific and effective medical ...

Sep 2024 39463087
Neural Contrast: Leveraging Generative Editing for Graphic Design Recommendations

Creating visually appealing composites requires optimizing both text and background for compatibil...

Expert-level vision-language foundation model for real-world radiology and comprehensive evaluation

Radiology is a vital and complex component of modern clinical workflow and covers many tasks. Rece...

MRI Radiomics for IDH Genotype Prediction in Glioblastoma Diagnosis

Radiomics is a relatively new field which utilises automatically identified features from radiolog...

Diagnosis and Pathogenic Analysis of Autism Spectrum Disorder Using Fused Brain Connection Graph

We propose a model for diagnosing Autism spectrum disorder (ASD) using multimodal magnetic resonan...

Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models

Brain imaging has allowed neuroscientists to analyze brain morphology in genetic and neurodevelopm...

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