Radiology

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

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Showing 43-63 of 15,602 articles
Non-contrast CT radiomics for identifying nonfunctioning kidneys: a multicenter development and external validation study.

PURPOSE: In urological practice, the decision to resect or preserve a kidney with obstruction, tumor...

(1)
Oct 2026 42902104
Neurovascular Coupling and Subclinical White Matter Alterations in Young Adults with Migraine without Aura: A Multimodal MRI and Machine Learning Study.

RATIONALE AND OBJECTIVES: Young adults with migraine without aura (MwoA) may exhibit subtle white ma...

(3)
Oct 2026 42897017
Imaging-derived coronary fractional flow reserve: advances in physics-based, machine learning, and physics-informed methods.

Purpose of Review Imaging-derived fractional flow reserve (FFR) is rapidly evolving beyond conventio...

Oct 2026 42896601
Design of Screening Cardiometabolic Opportunities Using Transformative Echocardiography Artificial Intelligence (SCOUT-Echo-AI).

BACKGROUND: Steatotic liver disease (SLD) is highly prevalent among individuals with cardiovascular ...

(2)
Oct 2026 42896779
The evolving role of cardiac CT: Emerging technologies and clinical impact.

Cardiac computed tomography (CT) has progressed from a non-invasive test primarily used to exclude o...

(5)
Oct 2026 42897064
Automated MRI Series Classification Across Heterogeneous Datasets Using Limited Manual Annotation.

The purpose of this study is to determine the smallest tested fraction of manually labeled training ...

(3)
Oct 2026 42897424
An Echocardiogram-Based Ultrasound Radiomic Model Predicts Recovery of Coronary Artery Diameter in Kawasaki Disease.

OBJECTIVE: To develop a predictive model based on echocardiogram-based ultrasound radiomic features ...

(1)
Oct 2026 42897773
MRI-Based Machine Learning to Differentiate True Progression from Pseudoprogression in Glioblastoma: An Updated Systematic Review and Meta-Analysis.

BACKGROUND: Differentiating true progression (TP) from pseudoprogression (PsP) after chemoradiation ...

(2)
Oct 2026 42898007
Retrospective multi-reader evaluation of a Deep-Learning-based cancer detection model in Contrast-Enhanced Mammography.

OBJECTIVES: To evaluate the clinical impact of a deep-learning-based computer-aided diagnostic tool ...

Oct 2026 42898008
Expanding role of nuclear medicine in cardiac amyloidosis: insights from the EJNMMI collection.

Recent advances in nuclear medicine are reshaping the evaluation of cardiac amyloidosis, as highligh...

(1)
Oct 2026 42894083
Can explainable artificial intelligence classify asthma and COPD from xenon-129 ventilation magnetic resonance imaging?

Explainability-derived imaging biomarkers offer a path to uncovering functional patterns linked to s...

(3)
Oct 2026 42899114
Adaptive local region super-resolution for high-field MRI: A diffusion-based approach with structural and frequency-domain constraints.

High-field MRI offers superior SNR but is constrained by the trade-off between spatial resolution an...

(1)
Oct 2026 42893731
Artificial Intelligence-Assisted Ultrasound for Sarcopenia Assessment: A Scoping Review.

BACKGROUND: Muscle ultrasound offers a portable, non-invasive, and cost-effective option for sarcope...

(4)
Oct 2026 42893969
Rediscovering medical humanism in the age of artificial intelligence: lessons from historical medical traditions.

Artificial intelligence (AI) is increasingly transforming diagnosis, treatment selection, prognostic...

(2)
Oct 2026 42894093
Defining the Clinical Indication for Real-Time Artificial Intelligence-Assisted Ultrasound in Breast Lesions with Low Suspicion of Malignancy.

OBJECTIVES: To evaluate whether real-time artificial intelligence (AI) breast ultrasound (US) can id...

(2)
Oct 2026 42894253
Artificial intelligence in ophthalmic optical coherence tomography angiography: a bibliometric analysis.

AIM: To analyze research landscapes, hotspots, and trends in artificial intelligence (AI) applied to...

(3)
Oct 2026 42761361
Influence of virtual dynamic contrast enhanced breast MRI on lesion size, BI-RADS scores and reader confidence.

BACKGROUND: Breast MRI routinely uses gadolinium-based contrast agents (GBCAs) for dynamic contrast-...

(3)
Oct 2026 42891709
A hierarchical residual Swin transformer with dual-level locality compensation for accelerated MRI reconstruction.

Magnetic resonance imaging (MRI) provides high spatial resolution, excellent soft-tissue contrast, a...

(2)
Oct 2026 42892403
Multicenter external validation of a multimodal MRI deep-learning model to predict meningioma bone invasion.

BACKGROUND: Preoperative detection of meningioma bone invasion lacks objective biomarkers and relies...

(4)
Oct 2026 42892405
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