Radiology

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

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Showing 1177-1197 of 15,602 articles
Deep learning-based malignancy probability estimation of pulmonary nodules in PET/CT imaging.

OBJECTIVE: The current BTS guidelines recommend evaluation of suspicious pulmonary nodules using [18...

Jul 2026 42432262
Scaling AI-enabled imaging-based screening: lessons from reporting for the NHS England lung cancer screening programme.

Lung cancer is the leading cause of cancer death globally, and low-dose computed tomography (LDCT) s...

Jul 2026 42567112
3D and 4D Free-Breathing Abdominal T1-Weighted MRI in Clinical Practice Using Deep Learning Auto-Navigation and Reconstruction.

PURPOSE: To develop and evaluate an automated clinical prototype for a 1-min free-breathing T1-weigh...

Jul 2026 42432860
RadiolGAN: Multicenter Feasibility Study of Synthetic CT From 3D Ultra-Short Echo Time MRI for Enhanced Pulmonary Radiologic Sign Visualization.

BACKGROUND: Chest CT requires breath-holding and ionizing radiation. 3D ultrashort echo time (UTE) M...

(1)
Jul 2026 42427191
Quantitative Investigation of Tibiofemoral Cartilage Early Degeneration After ACL Reconstruction: An Integrated Biomechanical and Longitudinal MRI Analysis.

BACKGROUND: Anterior cruciate ligament reconstruction (ACLR) restores stability but is often followe...

(1)
Jul 2026 42429020
Green MRI for neuroimaging: monitoring brain tumors using non-contrast sequences.

The emerging concept of "Green Radiology" aims to mitigate the environmental impact of medical imagi...

(4)
Jul 2026 42429897
Green radiology (part 1): environmental sustainability and energy consumption in medical imaging, with perspectives from Japan.

Climate change is an important public health challenge, and healthcare itself contributes to greenho...

(5)
Jul 2026 42429898
Deep-learning denoising for ultrahigh-resolution photon-counting detector CT: phantom and in vivo evaluation of non-calcified coronary plaques.

To assess the value of convolutional neural network (CNN)-based denoising for the evaluation of non-...

Jul 2026 42430068
Artificial Intelligence-Based CTA Software for Real-World Detection of Large Vessel Occlusion in Acute Ischemic Stroke.

Background and purpose Artificial intelligence (AI)-based tools for CT angiography (CTA) have been i...

(3)
Jul 2026 42430274
Comparative Diagnostic Performance of Large Language Models and Clinicians for Splenic Diseases in Dogs and Cats.

Splenic diseases in dogs and cats present significant diagnostic challenges, particularly in differe...

(4)
Jul 2026 42431356
Habenula as a neural mediator of inattentive traits and sustained attention variability: A 7-Tesla magnetic resonance imaging study.

BACKGROUND: Sustained attention requires continuous engagement and is sensitive to individual differ...

(1)
Jul 2026 42431563
Role of MRI-based synthetic CT and low-dose CT for the assessment of structural damage in axial spondyloarthritis - a review.

Structural lesions, including erosions, sclerosis, and pathological new bone formation, are key feat...

Jul 2026 42431590
A Multimodal Multitask Deep Learning Model Based on Ultrasound RF Signals for Joint Assessment of Breast Masses and Axillary Lymph Nodes Status.

PURPOSE: Developing a deep learning model to simultaneously evaluate lymph node status and distingui...

Jul 2026 42431776
Prediction of microvascular invasion in hepatocellular carcinoma using contrast-enhanced ultrasound and deep learning.

Microvascular invasion (MVI) is a key prognostic factor in hepatocellular carcinoma but is currently...

(1)
Jul 2026 42431906
A Whole-Body PSMA-PET/CT dataset with manually annotated tumor lesions.

We describe a publicly available, large, annotated dataset of 597 whole-body Positron Emission Tomog...

(1)
Jul 2026 42432027
A vision transformer deep learning model for assessing pediatric ileocolic intussusception severity using ultrasound images.

Timely identification of children with ileocolic intussusception likely to fail air-enema reduction ...

(4)
Jul 2026 42432112
Radiomics-based machine learning for splenic injury diagnosis using computed tomography (CT) images.

Efficient trauma assessment is essential for optimal patient care, with imaging playing a critical r...

(1)
Jul 2026 42432159
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