Radiology

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

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Showing 1681-1701 of 14,384 articles
Lung scintigraphy for the diagnosis of acute pulmonary embolism.

Pulmonary embolism (PE) remains a major diagnostic challenge due to its potentially life-threatening...

Jan 2026 41569141
Artificial intelligence-enabled pediatric radiology in low-resource settings: addressing resource constraints in the African healthcare system.

Artificial intelligence (AI) holds immense promise in guiding clinical decision making in pediatric ...

Jan 2026 41569331
Deep learning-accelerated 3D flair for white matter lesion detection in multiple sclerosis: a feasibility study.

OBJECTIVES: Deep learning (DL)-based image reconstruction (DLBIR) techniques promise accelerated MRI...

Jan 2026 41569417
Diagnostic Performance of Deep Learning and Radiomics in Extracranial Carotid Plaque Detection: Systematic Review and Meta-Analysis.

BACKGROUND: Artificial intelligence-enhanced imaging techniques have demonstrated promising diagnost...

Jan 2026 41570300
Amplifying image quality gain in x-ray phase contrast imaging of mastectomy samples with deep learning denoising.

Phase-contrast computed tomography (PCT) of the breast has previously been shown to produce higher-q...

Jan 2026 41570391
Machine learning-enabled prediction of hemorrhagic transformation post-thrombectomy using quantitative DSA.

This study aims to construct a predictive model for post-thrombectomy hemorrhagic transformation (HT...

Jan 2026 41571795
A comparative evaluation of parafoveal and perifoveal macular vessel density loss in glaucoma using 3 × 3 mm OCTA scans.

In a prior study we demonstrated the strong performance of convolutional neural networks (CNNs) in d...

Jan 2026 41571798
Deep learning-based automated contrast enema analysis to improve the assessment of Hirschsprung disease.

OBJECTIVES: To compare the radiologic assessment of Hirschsprung disease (HD) based on contrast enem...

Jan 2026 41572045
The impact of balance exercise on brain age and brain morphometry: insights from MRI analysis.

Physical exercise is known to delay the cognitive decline in the elderly. However, the effect of low...

Jan 2026 41566095
Artificial intelligence in idiopathic pulmonary fibrosis: advances, challenges and future directions.

Idiopathic pulmonary fibrosis (IPF) is a progressive disease of unknown aetiology, characterised by ...

Jan 2026 41381227
Thinking about tomorrow: A population-based natural language processing analysis of young adults' hopes and worries for the future.

BACKGROUND: The recent declines in youth mental health highlight the need for research into the fact...

Jan 2026 41577047
Using artificial intelligence for automated assessment of point-of-care ultrasound (POCUS) skills in emergency medicine.

BACKGROUND: This study aimed to demonstrate the feasibility of using computer vision (CV) to unobtru...

Jan 2026 41653848
Optimizing toward Discovery: AI-Driven Exploration of Lewis Acid-Base Catalysts for PET Glycolysis.

The depolymerization of polyethylene terephthalate (PET) through efficient chemical recycling remain...

Jan 2026 41566860
Artificial Intelligence Versus Radiologist False-Positives on Digital Breast Tomosynthesis Examinations in a Population-Based Screening Program.

BACKGROUND. Insights into the nature of false-positive findings flagged by contemporary mammography ...

Jan 2026 41031942
Semi-supervised learning for dose prediction in targeted radionuclide therapy: a synthetic data study.

Objective.Accurate and personalized radiation dose estimation is crucial for effective targeted radi...

Jan 2026 41525718
Ultrahigh-Linearity Triboelectric Nanogenerator for Dual Pressure-Frequency Sensing and Multi-Modal Recognition.

Triboelectric nanogenerators (TENGs) hold great promise as self-powered sensors, but their practical...

Jan 2026 41560617
AI in nuclear medicine.

Artificial intelligence (AI) holds great promise for advancing diagnostics and treatment in nuclear ...

Jan 2026 41564330
Annotation-free 3D reconstruction and quantification of retinal microvasculature by RADAR.

Three-dimensional mapping of retinal microvasculature is essential for monitoring systemic vascular ...

Jan 2026 41565785
Patient perceptions and attitudes towards the use of artificial intelligence in the symptomatic breast unit.

OBJECTIVES: Artificial intelligence (AI) has been applied in a number of breast screening settings w...

Jan 2026 41565794
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