Radiology

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

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Deep learning reconstruction combined with contrast-enhancement boost in dual-low dose CT pulmonary angiography: a two-center prospective trial.

PURPOSE: To investigate whether the deep learning reconstruction (DLR) combined with contrast-enhanc...

May 2025 40411550
The predictive value of F-FDG PET/CT radiomics for pleural invasion in non-small cell lung cancer.

OBJECTIVE: This study aims to develop and validate a PET/CT radiomics fusion model for preoperative ...

May 2025 40450798
Learning contrast and content representations for synthesizing magnetic resonance image of arbitrary contrast.

Magnetic Resonance Imaging (MRI) produces images with different contrasts, providing complementary i...

May 2025 40435850
Deep learning and iterative image reconstruction for head CT: Impact on image quality and radiation dose reduction-Comparative study.

This study focuses on an objective evaluation of a novel reconstruction algorithm-Deep Learning Ima...

May 2025 40406852
Improving automatic cerebral 3D-2D CTA-DSA registration.

PURPOSE: Stroke remains a leading cause of morbidity and mortality worldwide, despite advances in tr...

May 2025 40407997
Non-invasive arterial input function estimation using an MRA atlas and machine learning.

BACKGROUND: Quantifying biological parameters of interest through dynamic positron emission tomograp...

May 2025 40408028
Ovarian Cancer Screening: Recommendations and Future Prospects.

Ovarian cancer remains a significant cause of mortality among women, largely due to challenges in ea...

May 2025 40409285
Renal Transplant Survival Prediction From Unsupervised Deep Learning-Based Radiomics on Early Dynamic Contrast-Enhanced MRI.

RATIONALE AND OBJECTIVES: End-stage renal disease is characterized by an irreversible decline in kid...

May 2025 40413148
Highlights of the Society for Cardiovascular Magnetic Resonance (SCMR) 2025 Conference: leading the way to accessible, efficient and sustainable CMR.

The 28th Annual Scientific Sessions of the Society for Cardiovascular Magnetic Resonance (SCMR) took...

May 2025 40414357
In-silico evaluation of aging-related interventions using omics data and predictive modeling.

A major challenge in aging research is identifying interventions that can improve lifespan and healt...

May 2025 40414362
AI in Action: A Roadmap from the Radiology AI Council for Effective Model Evaluation and Deployment.

As the integration of artificial intelligence (AI) into radiology workflows continues to evolve, est...

May 2025 40414408
Artificial Intelligence in Rotator Cuff Tear Detection: A Systematic Review of MRI-Based Models.

: This descriptive systematic review aimed to assess in the available literature on the current appl...

May 2025 40506887
A Convolutional Mixer-Based Deep Learning Network for Alzheimer's Disease Classification from Structural Magnetic Resonance Imaging.

Alzheimer's disease (AD) is a neurodegenerative disorder that severely impairs cognitive function a...

May 2025 40506890
Correlation Between Neurocognitive Outcomes and Neuroaxonal Connectome Alterations After Whole Brain Radiotherapy: A Proof-of-Concept Study.

Connectomics is an evolving branch of neuroscience that determines structural and functional connec...

May 2025 40507233
From Visualization to Automation: A Narrative Review of Deep Learning's Impact on Ultrasound-based Median Nerve Assessment.

Ultrasound imaging has emerged as a valuable tool in the diagnosis and management of peripheral nerv...

May 2025 40521317
iPSC-RPE patch restores photoreceptors and regenerates choriocapillaris in a pig retinal degeneration model.

Dry age-related macular degeneration (AMD) is a leading cause of untreatable vision loss. In advance...

May 2025 40401519
Multimodal MRI radiomics enhances epilepsy prediction in pediatric low-grade glioma patients.

BACKGROUND: Determining whether pediatric patients with low-grade gliomas (pLGGs) have tumor-related...

May 2025 40402200
Functional and structural brain remodeling in patients with degenerative cervical myelopathy following cervical decompression surgery.

BACKGROUND: Degenerative cervical myelopathy (DCM) represents a prevalent etiology of neurological d...

May 2025 40404780
Optical coherence tomography angiography as a tool for diagnosis and monitoring of sickle cell related eye disease: a systematic review and meta-analysis.

Sickle cell retinopathy (SCR) is an ocular manifestation of sickle cell disease (SCD). In SCR abnorm...

May 2025 40404974
Diagnostic Methods and Biomarkers in Inflammatory Bowel Disease.

Inflammatory bowel disease (IBD) refers to a chronic inflammatory condition involving the GI tract t...

May 2025 40506875
Ultrasound Diagnosis of Pelvic Organ Prolapse Using Artificial Intelligence.

The aim of this study was to design a fully automated hybrid AI-based method, combining a convoluti...

May 2025 40507397
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