Radiology

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

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Showing 316-336 of 14,380 articles
Shaping the future of postoperative recurrence in Crohn's disease: personalised approaches with AI-enabled imaging and multi-omics.

Postoperative recurrence (POR) is a major challenge in the long-term management of Crohn's disease (...

May 2026 41592952
Intratumoral and peritumoral radiomics based on multi-parametric magnetic resonance imaging for predicting microsatellite instability in endometrial cancer.

PURPOSE: This study aimed to evaluate the utility of intratumoral and peritumoral radiomics derived ...

May 2026 42116691
Real-world insights into coronary CTA prognostication: value of semiquantitative scores.

PURPOSE: Several semiquantitative coronary computed tomography angiography (CCTA) scores including d...

May 2026 42118201
Artificial Intelligence (Pattern Recognition) in Musculoskeletal Imaging: The Future or Hype?

Artificial intelligence and automated pattern recognition, in particular, have been described as the...

May 2026 42119688
New Techniques in Musculoskeletal MRI: State of the Art.

ABSTRACT: Musculoskeletal magnetic resonance imaging has evolved substantially, driven by advances i...

May 2026 42119689
Exploring the utility of artificial intelligence in identifying progression of prostate cancer during active surveillance: A systematic review.

BACKGROUND: There is a recent surge in interest in the application of artificial intelligence (AI) i...

May 2026 42120496
Multimodal predictions of end stage chronic kidney disease from asymptomatic individuals for discovery of genomic biomarkers.

Chronic kidney disease (CKD) is a complex condition where the kidneys are damaged and progressively ...

May 2026 42120994
Diagnostic Performance of a Large Language Model (ChatGPT-4o) in Chronic Rhinosinusitis CT Scan Interpretation.

BACKGROUND: Large language models (LLMs), such as ChatGPT, are increasingly utilized by physicians f...

May 2026 42125758
Deep-learning endomicroscope with large field-of-view and depth-of-field for real-time in vivo imaging of epithelial cancer hallmarks.

In vivo microscopy (IVM) has shown great promise to improve early detection of epithelial precancer,...

May 2026 42113975
Improving confidence in MRI-based auto-segmentation via uncertainty assessment.

BACKGROUND AND PURPOSE: Accurate delineation of organs of interest (OOIs, also commonly referred to ...

May 2026 42109077
Predicting drainage success of peritonsillar abscesses: a radiomics-based machine learning approach using contrast-enhanced computed tomography.

PURPOSE: To develop and validate radiomics-based machine learning models combined with clinical para...

May 2026 42109243
Low-Field Musculoskeletal MRI: Recent Advances, Challenges, and Practice Considerations.

Magnetic resonance imaging (MRI) is well established as a cornerstone of musculoskeletal imaging. Al...

May 2026 42112594
Assessing the Reliability of MRI and CT Scans for Liver Volume Estimation in Patients Undergoing Liver Transplantation.

OBJECTIVE: Magnetic resonance imaging (MRI) and computed tomography (CT) are commonly used to measur...

May 2026 42112599
Glass-box agentic-style workflow for multiclass cine cardiac magnetic resonance imaging classification with a large language model.

PURPOSE: To develop and evaluate a glass-box, agentic-style radiology pipeline that separates percep...

May 2026 42112697
Evaluation of the time‑of‑flight-enhanced deep learning image reconstruction method in 18F‑FDG PET/CT for breast cancer imaging.

BACKGROUND: Breast cancer is the most frequently diagnosed cancer among women. Accurate diagnosis an...

May 2026 42113440
Dual-Domain Multipath Self-Supervised Diffusion Model for Accelerated MRI Reconstruction.

Magnetic resonance imaging (MRI) is a vital diagnostic tool, but its inherently long acquisition tim...

May 2026 42113659
DynaTOF: Time-Resolved Noncontrast Cerebral MR Angiography Using Spatially Modulated RF Saturation.

PURPOSE: To develop a time-resolved extension of three-dimensional time-of-flight MR angiography, te...

May 2026 42114057
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