Radiology

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

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Automatic Detection of Multiple Artifacts in Computed Tomography Images by Self-Attention Guided Vision Transformer.

Automated detection of image artifacts is crucial for enhancing the efficiency and quality of comput...

Mar 2026 41917243
Integrating multi-omics data and artificial intelligence for personalized medicine in glioblastoma.

Glioblastoma (GBM) is one of the most lethal primary brain tumors and is characterized by profound m...

Mar 2026 41921727
Review of agentic artificial intelligence (AI) in radiology: from current clinical integration to future innovations.

AIM: Artificial intelligence (AI) is one of the most revolutionary developments in the field of medi...

Mar 2026 42048905
Artificial Intelligence-Enhanced Cardiac Point-of-Care Ultrasound: A Prospective Single-Arm Study.

OBJECTIVE: To evaluate the clinical utility of combining artificial intelligence (AI) with handheld ...

Mar 2026 42094314
The oral-gut microbiome axis in diabetes mellitus: a systematic review and emerging clinical perspectives.

Emerging evidence suggests that diabetes mellitus (DM) is not only a metabolic disorder but also a m...

Mar 2026 41921761
Artificial Intelligence as an Add-On Instrument in Fetal Ultrasound; Sonographers' and Obstetricians' Expectations.

OBJECTIVE: Artificial intelligence applications (AIA) in fetal ultrasound are rapidly evolving, yet ...

Mar 2026 41913353
Artificial Intelligence prognostication of liver disease using imaging.

Accurate prognostic tools in patients with chronic liver disease (CLD) have the potential to improve...

(1)
Mar 2026 41915049
Radiomics-Based Classification of Pathological Patterns in Common Carotid Artery Wall.

OBJECTIVES: Abnormal echogenic patterns such as the triple signal pattern can be identified in the c...

(1)
Mar 2026 41916789
Developing and validating ultrasound-based machine-learning models incorporating radiomics features to predict malignancy in adnexal masses.

OBJECTIVE: The primary aim of this study was to develop and internally validate ultrasound-based rad...

(1)
Mar 2026 41906961
3d elastic-modulus imaging using ultrasound linear arrays and efficient data-driven training strategies.

We are developing ultrasonic-based techniques for elastic modulus imaging throughout a tissue volume...

(1)
Mar 2026 41910792
Concurrent AI-human interaction in prostate cancer MRI interpretation: More hype than help?

OBJECTIVE: We evaluated a commercial artificial intelligence (AI) system as a concurrent decision-su...

(4)
Mar 2026 41910833
Keypoint detection network for needle localization on intra-procedural MRI in MRI-guided liver interventions.

PURPOSE: Segmentation neural networks have demonstrated promising results for interventional needle ...

Mar 2026 41910913
Automatic Segmentation of Placenta from MR images Using a Novel BiGC U-Net.

Accurate segmentation of the placenta in Magnetic Resonance (MR) images is required for quantitative...

Mar 2026 41911136
Viewpoint on the Consequences and Mitigation of Cognitive Bias in the Radiological Interpretation of Breast Cancer Imaging Using Artificial Intelligence.

Artificial intelligence (AI) is increasingly integrated into breast imaging workflows, offering the ...

(1)
Mar 2026 41911478
Imaging Modalities in Tuberculosis.

Tuberculosis (TB) remains a major global health challenge, with increasing prevalence of multidrug-r...

(1)
Mar 2026 41912289
A unified deep learning framework for cross-platform harmonization of multi-tracer PET quantification in neurodegenerative disease.

Quantitative PET underpins diagnosis and treatment monitoring in neurodegenerative disease, yet syst...

Mar 2026 41912831
Deep Learning for Medical Ultrasound Image Segmentation: A Systematic Review of the Current Research.

Deep learning (DL) has enabled automated segmentation of ultrasound images, and due to the rapid dev...

Mar 2026 41912960
Image-Based Medical Navigation Systems for Cardiac Interventions: Recent Technological Advances.

BACKGROUND: The application of catheter-based treatments for a growing range of structural heart dis...

Mar 2026 41912983
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