Radiology

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

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Showing 736-756 of 15,602 articles
Radiomics using generative adversarial network enhanced non-contrast computed tomography for gastric cancer diagnosis.

Objective.Non-contrast-enhanced computed tomography (NCCT) images have limited tissue resolution for...

(2)
Aug 2026 42556398
Deep learning-based PET/CT mixture-of-experts model for relapse risk stratification in relapsed/refractory classical hodgkin lymphoma: a multicenter study.

BACKGROUND: Relapsed/refractory classical Hodgkin lymphoma (R/R cHL) remains clinically challenging ...

(2)
Aug 2026 42613444
Automated segmentation of postsurgical resection cavities on magnetic resonance imaging in focal epilepsy: A Multicentre Epilepsy Lesion Detection study.

OBJECTIVE: Quantitative assessment of extent of tissue resection following epilepsy surgery requires...

(1)
Aug 2026 42613992
3D Slicer-based preprocedural trajectory planning for transvenous mediastinal biopsy using automated segmentation: a technical note.

Histological diagnosis of mediastinal tumors can be challenging when safe puncture access is limited...

Aug 2026 42614127
Influence of artificial intelligence on the performance of endosonographers in detection of solid pancreatic tumors: a tandem randomized video study.

BACKGROUND: This study aimed to evaluate the influence of a pre-commercial artificial intelligence (...

(3)
Aug 2026 42617651
Structural Connectivity Alterations Within Frontal Subregions in Parkinson's Disease: Implications for Motor Dysfunction.

RATIONALE AND OBJECTIVES: Parkinson's disease (PD) is characterized by disrupted basal ganglia-thala...

(1)
Aug 2026 42618424
A Governance Framework for Diagnostic Quality in Hospital-Radiology Joint Ventures.

RATIONALE AND OBJECTIVES: Hospital-radiology joint ventures (JVs) are forming at an accelerating pac...

(2)
Aug 2026 42618425
A Combined Clinical/MRI Deep Learning Model for Estimating Outcomes After Percutaneous Transforaminal Endoscopic Discectomy.

BACKGROUND: Percutaneous transforaminal endoscopic discectomy (PTED) is a common treatment for lumba...

(2)
Aug 2026 42618549
Large-scale AI-guided liver malignancy diagnosis: multicenter study and a single-arm trial.

Liver malignancies are frequently evaluated on contrast-enhanced computed tomography (CE-CT), but mi...

(2)
Aug 2026 42618635
CSF Cytokine Network Organization Predicts Progression Independent of Relapse and MRI Activity in Multiple Sclerosis.

OBJECTIVE: Progression independent of relapse activity is a major determinant of long-term disabilit...

Aug 2026 42618980
An segformer-mix vision transformer-based GIST segmentation in fused CT-PET images.

Accurate segmentation of gastrointestinal stromal tumour (GIST) is always challenging task due to ti...

(1)
Aug 2026 42616723
Artificial Intelligence in Ultrasound Imaging: Opportunities for Improving Diagnostic Accuracy in Gulf Health Care.

Ultrasound imaging is widely used across cardiology, hepatology, obstetrics, breast and thyroid imag...

(2)
Aug 2026 42611640
Development and Real-World Evaluation of an NLP-Assisted Quality Control System for Radiology Reports.

Maintaining the quality and consistency of radiology reports has become increasingly challenging wit...

(1)
Aug 2026 42613498
Argus-Net: Anatomy-Guided Hierarchical Learning for Pulmonary Vasculature Segmentation in Contrast and Non-Contrast CT.

Automatic segmentation of the pulmonary vasculature from thoracic CT is essential for pulmonary embo...

Aug 2026 42613499
VesselVision-Net: Hybrid Global-Local Context Learning for Liver Vessel Segmentation in Hepatic Surgery Preplanning.

Accurate segmentation of liver vessels on contrast-enhanced CT is essential for safe hepatic surgery...

Aug 2026 42613500
Tumor spread through air spaces in non-small-cell lung cancer: 18F-fluorodeoxyglucose PET-based tumoral and peritumoral radiomics analysis with machine learning.

OBJECTIVE: To investigate the utility of tumoral and peritumoral [18F]-fluorodeoxyglucose PET-based ...

(4)
Aug 2026 42615469
Clinical Validation of Artificial Intelligence (AI)-based Cartilage Segmentation Predicting Knee Replacement.

OBJECTIVE: For cartilage morphology to serve as a scalable endpoint in clinical trials, analyses sho...

Aug 2026 42610508
Deep Learning-Driven Discovery and Engineering of an Efficient PETase for Depolymerization and Detoxification of PET Microplastics Under Physiological Conditions.

Microplastics (MPs) accumulation in ecosystem and human organs poses urgent environmental and health...

(2)
Aug 2026 42610517
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