Radiology

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

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Showing 1639-1659 of 15,614 articles
Deep learning for the diagnosis of lumbar disc herniation: a systematic review and meta-analysis.

BACKGROUND: Lumbar disc herniation (LDH) is a major cause of low back pain and disability worldwide....

Jun 2026 42277705
Fusion of MRI-radiomics and clinical features to improve pathological T-stage prediction of rectal cancer: a multicenter study.

BACKGROUND: Developing a rational model for precise preoperative staging of rectal cancer using magn...

Jun 2026 42277750
Fourier Shell Analysis: k-Space-Based Metrics for Assessing Super-Resolution in 4D Flow MRI.

PURPOSE: To support the emerging field of super-resolution (SR) in 4D flow MRI by proposing Fourier ...

Jun 2026 42277983
FSCL-BC: Federated supervised contrastive learning for breast cancer diagnosis with high sensitivity.

BACKGROUND AND OBJECTIVE: Accurate diagnosis of breast cancer in dense breasts requires expert radio...

(2)
Jun 2026 42285014
Automated Machine Learning Frameworks for Radiomics: Comparative Evaluation Study.

BACKGROUND: Automated machine learning (AutoML) frameworks can lower technical barriers for predicti...

Jun 2026 42274166
Spinal cord FDG PET uptake in healthy adults: an AI-driven segmentation study.

PURPOSE: 18F-fluorodeoxyglucose (FDG) Positron Emission Tomography (PET)/Computerized Tomography (CT...

Jun 2026 42274744
Integrating artificial intelligence into paediatric interventional radiology: a review of emerging applications and future directions.

Artificial intelligence (AI) is heralded to revolutionise healthcare by improving efficiency, person...

(1)
Jun 2026 42274787
On the Use and Application of Virtual Reality in Diagnostic Radiology.

Immersive technologies, particularly virtual reality (VR), have significantly advanced since their i...

Jun 2026 42274864
A Spatiotemporal Transformer Framework on 4D-CT for Early Prediction of Progressive Pulmonary Fibrosis.

Progressive pulmonary fibrosis (PPF) remains difficult to predict because static imaging may not ful...

Jun 2026 42274865
Patient Cognitive Bias in Large Language Model-Supported Health Consultations: Simulation-Based Comparative Study.

BACKGROUND: Large language models (LLMs) are increasingly used by patients for health information an...

Jun 2026 42275635
Expeditionary Point-of-Care Ultrasound for Combat and Austere Environments.

BACKGROUND: Point-of-care ultrasound (POCUS) enhances combat survivability, yet civilian standards o...

Jun 2026 42275675
Predicting Intramyocardial Hemorrhage Before Reperfusion in STEMI Patients With Intrinsically Explainable Artificial Intelligence.

BACKGROUND: Intramyocardial hemorrhage (IMH) complicates approximately 40% of reperfused ST-segment ...

Jun 2026 42275680
[Optical Coherence Tomography - State of the Art, Case Examples and Future Perspectives].

Optical coherence tomography (OCT) is an essential imaging modality in modern ophthalmology, enablin...

(2)
Jun 2026 42276132
Multimodal assessment of minimally conscious state and cognitive motor dissociation in neurocritical care: A critical review.

Minimally conscious state (MCS) is characterized by inconsistent but clearly discernible clinical an...

(3)
Jun 2026 42276905
Advancing high-altitude medicine: a model for the future.

With rising global high-altitude travel, occupational exposure, and permanent habitation, the health...

Jun 2026 42270611
BoneContourNet-Vis: a lightweight end-to-end deep learning framework for real-time ultrasound bone imaging in orthopedic surgery.

BACKGROUND AND OBJECTIVE: Real-time ultrasound bone visualization is crucial for orthopedic surgical...

(4)
Jun 2026 42308716
Two-stage robust 3D CTA-2D DSA alignment via vascular-aware rigid and pyramid-based hierarchical non-rigid registration.

Accurate vascular structural alignment between 3D computed tomography angiography (CTA) images and 2...

Jun 2026 42296862
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