Radiology

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

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Integrating artificial intelligence and bioimpedance spectroscopy for enhanced pancreatic disease diagnosis.

The purpose of this study is to develop bioimpedance spectroscopy methods for diagnosing pancreatic ...

(1)
Aug 2026 42610627
Artificial Intelligence and Interval Cancers in Screening Mammography.

Interval breast cancers are diagnosed between screening rounds. Because they portend a worse diagnos...

Aug 2026 42611507
Self-supervised multimodal swin UNETR for PET/CT segmentation of diffuse large B-cell lymphoma.

Accurate segmentation of diffuse large B-cell lymphoma (DLBCL) is critical for reliable PET/CT-based...

(2)
Aug 2026 42612285
Deep learning applications in osteosarcoma MRI: A systematic review of recent advances in AI-based osteosarcoma diagnosis.

Primary malignant bone tumours of the skeleton have a great diversity in their biological behaviour,...

(1)
Aug 2026 42611905
Deep-Learning Based Contrast Boosting: A Multi-Center Multi-Reader Study on Clinical Performance With Standard Contrast Enhanced Brain MRI.

BACKGROUND: Gadolinium-based contrast agents are used in brain MRI to improve the visualization of d...

(1)
Aug 2026 42608386
B-mode ultrasound radiomics of the masseter muscle for differentiating individuals with and without clinically defined probable bruxism.

OBJECTIVES: To determine whether two-dimensional B-mode ultrasound radiomics of the masseter muscle ...

Aug 2026 42608514
Integrating Cardiovascular Screening in Lung Cancer Screening.

Cardiovascular risk assessment is a natural extension of lung cancer screening (LCS) because individ...

(3)
Aug 2026 42608820
Computational wireless indices for the assessment of myocardial ischaemia.

The assessment of myocardial ischaemia is entering a new computational era. Beyond the traditional b...

Aug 2026 42610337
Global-Local Feature Fusion and SIREN-enhanced geometric supervision for coronary artery segmentation in CCTA.

Accurate segmentation of coronary arteries from Coronary Computed Tomography Angiography (CCTA) is e...

(2)
Aug 2026 42612329
Artificial Intelligence Standardizes Pericoronary Fat Attenuation Index Measurement: External Multi-Vendor CT Validation.

OBJECTIVES: To evaluate the feasibility and generalizability of an AI-based automated method for mea...

Aug 2026 42606570
Large language models and prostate MRI reporting: a stringent testbed for safe deployment under evolving AI, health-data, and cybersecurity regulation.

Prostate magnetic resonance imaging (MRI) reporting is a high-impact communication task because smal...

(5)
Aug 2026 42606593
Evaluation of gastric cancer using artificial intelligence iterative reconstruction on abdominal CT: image quality and diagnostic accuracy.

PURPOSE: To investigate the clinical performance of a novel deep-learning based image reconstruction...

(1)
Aug 2026 42606594
Deep Learning-Accelerated 3D Vessel Wall MRI: Prospective Evaluation of Sonic DL with Substantial Scan Time Reduction.

PURPOSE: While 3D vessel wall MRI (VW-MRI) is essential for characterizing vasculopathies, prolonged...

(2)
Aug 2026 42608196
Clustering analysis of hamstring injuries-A pilot study to determine phenogroups based on injury characteristics and recovery duration.

PURPOSE: The objective of this pilot study was to determine clinically relevant phenogroups of profe...

(1)
Aug 2026 42609838
Multiscale Multiparametric MRI Deep Learning for Short-Term Survival Assessment in Glioblastoma.

BACKGROUND: Preoperative identification of short-term survival in glioblastoma may guide management ...

(2)
Aug 2026 42603108
Automated diagnostic system for classification of progression stages of osteoarthritis using magnetic resonance imaging.

INTRODUCTION: Osteoarthritis (OA) is a degenerative joint disease characterized by cartilage loss, s...

(3)
Aug 2026 42603483
A Dual-Center, Interpretable Deep Learning-Radiomics Fusion Model for Distinguishing Nasopharyngeal Carcinoma from Nasopharyngeal Lymphoma Using FDG PET/CT.

RATIONALE AND OBJECTIVES: Accurate differentiation between Nasopharyngeal Carcinoma (NPC) and Nasoph...

(1)
Aug 2026 42603752
A Combined Deep Learning Approach to Screen Patients for Neuromuscular Pathology.

Neuromuscular diseases (NMD), comprising over 600 different conditions, severely impact nerve and/or...

(3)
Aug 2026 42603762
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