Radiology

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

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Predicting sentinel lymph node metastasis in breast cancer using an interpretable machine learning approach based on multi-domain clinical features.

BACKGROUND: Accurate identification of sentinel lymph node (SLN) status is essential for surgical an...

(2)
Jul 2026 42415178
Vessel Wall Imaging in 1.5 T MRI Using Deep Learning Reconstruction: Prospective Evaluation of Interchangeability With Standard 3 T MRI.

OBJECTIVES: Vessel wall magnetic resonance imaging is important in the diagnosis of intracranial vas...

Jul 2026 42403272
Early detection of severe fetal growth restriction using multimodal deep learning based on ultrasound and prenatal biomarkers.

OBJECTIVE: To develop and evaluate a multimodal deep learning model that integrates first- and secon...

Jul 2026 42403100
Clinical applications of MRI-based artificial intelligence in spinal metastases: A systematic review.

OBJECTIVE: This review systematically evaluates the current research landscape, methodological chara...

Jul 2026 42438599
Comparative evaluation of automated MRI-based brain volumetry software for estimating cognitive domains in early Alzheimer's disease.

BACKGROUND: Brain volumetry software is widely accepted for assessment in Alzheimer's disease. Howev...

Jul 2026 42410536
Automated detection of lumbar disc herniation at L4-L5 and L5-S1 levels on sagittal MRI using a YOLO-based deep learning model.

OBJECTIVE: To conduct a preliminary single-center feasibility study of a YOLO-based deep-learning mo...

(2)
Jul 2026 42410553
LKCAU-Net: A Large Kernel Coordinated Attention U-Net for Breast Tumors Segmentation in Ultrasound Images.

Breast cancer remains a significant health concern for women worldwide. Ultrasound imaging is widely...

(2)
Jul 2026 42403059
Artificial Intelligence in Fascial Ultrasound: A Structured Narrative Review and Evidence Map From Segmentation to Translational Requirements.

Artificial intelligence is increasingly used in ultrasound imaging, but its role in fascial ultrasou...

Jul 2026 42405637
Enhanced detection of subtle cortical abnormalities in focal epilepsy using 7 T MRI surface-based models and graph neural networks.

PURPOSE: MRI detection of subtle focal cortical dysplasia (FCD)-like abnormalities remains challengi...

Jul 2026 42406029
When intelligence meets radiology: the dual impact of ai on radiologists' workload, burnout, and economic value.

PURPOSE: To examine the impact of artificial intelligence (AI) on radiologists' workload and economi...

(1)
Jul 2026 42406037
Efficacy evaluation of artificial intelligence in radiological imaging diagnosis based on randomized controlled trials: a scoping review.

OBJECTIVE: Artificial intelligence (AI) demonstrates significant potential in medical imaging diagno...

(4)
Jul 2026 42406054
Deep learning-based chemical shift-artifact correction of ZTE MRI for enhanced bone depiction of the lumbar spine.

RATIONALE AND OBJECTIVES: Zero echo time (ZTE) is an advanced MRI technique providing CT-like images...

(1)
Jul 2026 42406056
Interpretable machine learning model of contrast-enhanced CT radiomics for predicting post-BCG recurrence in high-grade non-muscle-invasive bladder cancer.

BACKGROUND AND PURPOSE: While intravesical Bacillus Calmette-Guérin Vaccine (BCG) instillation remai...

Jul 2026 42406147
Future Directions for [18F]FDG PET in Central Nervous System Diseases.

[18F]FDG PET is entering a new phase shaped by changes in representation, validation, and clinical i...

Jul 2026 42409693
Brain aging in Type II GM1 gangliosidosis.

BACKGROUND: GM1 gangliosidosis is an inherited, progressive, and fatal neurodegenerative lysosomal s...

Jul 2026 42410243
Accelerated Deep-Learning-Based Image Reconstruction for 3D T2 Dark-Fluid in Imaging of Multiple Sclerosis.

OBJECTIVES: Deep-learning (DL)-accelerated MRI can significantly reduce acquisition times. Studies e...

(1)
Jul 2026 42400420
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