Radiology

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

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Showing 1471-1491 of 15,614 articles
Coronary computed tomography angiography to guide percutaneous coronary intervention: proceedings from the 1st CCTA-guided PCI summit in the United States.

Coronary computed tomography angiography (CCTA) can be used beyond diagnostic purposes to support th...

Jun 2026 42341235
Accuracy of Key Sonographic Markers for Juxta-Articular Fractures: A Prospective Study Using Explainable Machine Learning.

OBJECTIVES: To systematically evaluate sonographic features of long bone juxta-articular fractures a...

Jun 2026 42334241
From Magnetic Resonance Imaging Radiomics to the Prediction of Regional Nodal Metastasis in Laryngeal Cancer.

OBJECTIVE: To investigate the potential of magnetic resonance imaging (MRI) radiomics-based machine ...

Jun 2026 42334998
Noninvasive Electrophysiological Biomarkers of Olfactory Responses Across Cognitive States in Alzheimer Dementia: Cross-Sectional Study.

BACKGROUND: Alzheimer disease (AD) is characterized by progressive cognitive decline, with olfactory...

(1)
Jun 2026 42335456
APASA: adaptive selection of informative peritumoral regions for improved automated cancer lesion analysis.

Precise cancer lesion analysis in medical imaging critically depends on the accurate definition of r...

(1)
Jun 2026 42337048
Applying ensemble machine learning techniques to MRI scans to predict Alzheimer's disease.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder and the leading cause of dement...

Jun 2026 42337295
[Current status and progress of prognostic evaluation in marginal zone lymphoma].

Marginal zone lymphoma (MZL) is an indolent B-cell non-Hodgkin lymphoma with marked heterogeneity. C...

(1)
Jun 2026 42297592
Automatic measurement of vertebral compression ratio on lumbar MR images fracture assessment based on MS-Res-AttU-Net model framework.

OBJECTIVES: To develop an MS-Res-AttU-Net-based deep learning framework for automatic measurement of...

Jun 2026 42329185
An agentic AI framework for integrated decision support and surgical planning in intracerebral hemorrhage.

BACKGROUND: Intracerebral hemorrhage (ICH) remains associated with high mortality and treatment vari...

(1)
Jun 2026 42332303
TomoGraphView: 3D medical image classification with omnidirectional slice representations and graph neural networks.

The sharp rise in medical tomography examinations has created a demand for automated systems that ca...

Jun 2026 42425052
Bobcat-optimized hybrid quantum-classical spike-driven network for MRI-based Alzheimer's stage prediction.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that severely affects memory, c...

Jun 2026 42240303
Construction of a small-sample brain imaging data augmentation and explainable diagnostic model for autism based on generative adversarial networks.

BACKGROUND: Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized primarily ...

Jun 2026 42332578
The Value of a Predictive Model Based on Multimodal Ultrasound Imaging Biomarkers Combined with Clinical Features in the Diagnosis of Thyroid Nodules.

INTRODUCTION: This study aimed to develop and validate diagnostic models for distinguishing benign a...

(1)
Jun 2026 42333842
Unveiling the sensing mechanism of a Nile Red-naphthoquinone H₂S fluorescent probe: theoretical calculation and deep learning prediction.

Hydrogen sulfide (H₂S) is a vital endogenous gasotransmitter implicated in numerous physiological an...

Jun 2026 42335704
Performance of the Techcyte AI-based image analysis system for coproparasitological diagnosis in clinical stool specimens: a retrospective evaluation study.

UNLABELLED: Coproparasitological stool analysis based on microscopic examination is the reference di...

Jun 2026 42324608
Focused Ultrasound System Design Considerations Based on the Applications for the Peripheral Nervous System.

OBJECTIVE: This paper provides a review of design considerations crucial to Focused ultrasound (FUS)...

Jun 2026 42329925
Functional Outcome Prediction in Young Adults With Mental Health Symptoms Using Machine Learning and Large Language Models: Longitudinal Observational Study.

BACKGROUND: Functional impairments associated with mental health conditions are on the rise. Predict...

(1)
Jun 2026 42330189
An innovative deep learning paradigm for automated detection and accurate classification of lung nodules in magnetic resonance imaging.

Lung cancer, the predominant kind of cancer, needs considerable care, since inadequate treatment may...

(1)
Jun 2026 42330579
Deep Learning-based Quantification of Knee Effusion-Synovitis Volume on MRI - Technique Development and Validation.

OBJECTIVE: To develop and validate a deep learning (DL) model for automatic quantification of knee e...

(2)
Jun 2026 42331136
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