Radiology

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

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Showing 1282-1302 of 15,614 articles
Microbiota-gut-brain axis in autism spectrum disorder: integrating brain structure, function, and transcriptomics.

Growing evidence indicates that disruption of the microbiota-gut-brain (MGB) axis is a key factor in...

Jul 2026 42402632
Rostral lesion shift and tract-specific degeneration drive functional heterogeneity in degenerative cervical myelopathy.

BACKGROUND: Degenerative cervical myelopathy (DCM) is the leading cause of spinal cord impairment wo...

(3)
Jul 2026 42401750
Artificial intelligence-enabled MRI surveillance of prostate cancer: integrating PRECISE v2, PI-QUAL, and longitudinal biomarkers-a narrative review.

Active surveillance (AS) is widely used for men with low-risk and selected favorable intermediate-ri...

(2)
Jul 2026 42400610
Beyond complex architectures: a streamlined CNN pipeline for robust Alzheimer's disease classification from brain MRI.

BACKGROUND AND PURPOSE: Alzheimer's disease, a common type of dementia, gradually steals memories an...

Jul 2026 42400646
Deep learning for contrast-enhanced MRI in pediatric brain imaging.

PURPOSE: A deep learning algorithm for contrast amplification in brain MRI, trained exclusively on a...

Jul 2026 42400647
Advances in CT and MRI for Yttrium-90 Radioembolization of Hepatocellular Carcinoma.

RATIONALE AND OBJECTIVES: Transarterial radioembolization (TARE) is increasingly used for patients w...

(1)
Jul 2026 42401503
A Pulmonary Ultrasound Dataset for Tumor Segmentation and Classification.

Pulmonary tumor diagnosis with ultrasound is clinically valuable yet technically challenging. Althou...

Jul 2026 42401626
AI integration in pediatric radiology: perspectives from international academic leaders.

OBJECTIVE: Artificial intelligence (AI) is increasingly integrated into radiology, but pediatric ima...

(2)
Jul 2026 42401764
End-to-end 2.5D multisequence-multichannel fusion model for preoperative survival prediction in glioma: a retrospective study.

Gliomas are the most common primary malignant tumors of the central nervous system and show marked i...

(3)
Jul 2026 42401824
Deep learning-based super-resolution ultrashort echo time MRI for pulmonary nodule detection and longitudinal assessment in emphysema.

PURPOSE: This study aimed to evaluate the performance of deep learning-based super-resolution ultras...

(1)
Jul 2026 42401825
Preoperative MRI and clinical indicators for predicting meniscal repairability: a machine learning-based study.

OBJECTIVES: To develop and internally validate a radiology-centered machine-learning model using pre...

Jul 2026 42401973
Deep Learning-Based Standard Section Recognition and Multi-Organ Segmentation in Upper Abdominal Ultrasound.

OBJECTIVE: To develop and evaluate deep learning models for upper abdominal ultrasound standard sect...

Jul 2026 42399171
Diagnostic performance of artificial intelligence in traumatic femur fracture: A systematic review and meta-analysis.

BACKGROUND: Artificial intelligence applications are expanding in medicine, yet the efficacy of arti...

Jul 2026 42508088
A study to measure the utility of an AI-enhanced reporting tool in assisting busy CCTA readers with REPORT generation (SMART-REPORT).

PURPOSE: This study aimed to determine if an integrated structured reporting (SR) tool incorporating...

(3)
Jul 2026 42393584
Evaluating and Mitigating Carbon Dioxide Equivalent Emissions in Stroke Management: A Modeling Study.

BACKGROUND: Artificial intelligence (AI) can improve stroke imaging workflows, but its computational...

Jul 2026 42396770
The application of artificial intelligence in adrenal imaging: current state of knowledge, challenges, and future directions.

Adrenal incidentalomas are frequently detected on abdominal imaging and require evaluation for malig...

Jul 2026 42396958
Novel Imaging Approaches for Visualising Root-Mycorrhizal Fungal Interactions.

Mycorrhizal fungi form essential symbiotic relationships with plant roots, facilitating nutrient exc...

(1)
Jul 2026 42397066
Machine learning models using 18F-FDG PET/CT radiomics for RAS mutation prediction and prognostic stratification in colorectal cancer.

OBJECTIVE: To evaluate a machine learning (ML) model that integrates clinical data and 2-deoxy-2-[18...

(1)
Jul 2026 42397208
Reconstruction of complete cerebral arterial anatomy from non-contrast CT using deep learning for pre-thrombectomy guidance.

BACKGROUND AND PURPOSE: Traditional imaging methods, like CT angiography (CTA), are unable to visual...

(1)
Jul 2026 42397409
Carotid inflammation on FDG-PET is associated with lower cognitive performance in people with treated HIV infection.

OBJECTIVES: Carotid atherosclerosis is an established risk factor for cognitive impairment. FDG-PET ...

(3)
Jul 2026 42397671
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