Radiology

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

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Showing 2290-2310 of 15,629 articles
Quantum convolution searched binary neural networks based autism spectrum disorder detection using MRI images in cloud computing.

Autism Spectrum Disorder (ASD) is a neurodevelopmental disease that causes discrepancies in social i...

Apr 2026 42102471
Multicenter evaluation of three-shot SAM2 segmentation for group-level quantification of lumbar paraspinal muscles at the L4/L5 level on multi-sequence MRI.

PURPOSE: To evaluate a data-efficient segmentation approach for quantifying lumbar paraspinal muscle...

Apr 2026 42066627
Cognitive trajectories in early Parkinson's disease: A multimodal MRI study of brain structure and cognitive decline.

Cognitive trajectories in Parkinson's disease (PD) exhibit substantial heterogeneity, ranging from l...

Apr 2026 42055256
Automated Detection of Pediatric Pneumonia via Clinically Driven AI Analysis of Lung Ultrasound.

Lung ultrasound (LUS) is increasingly utilized for diagnosing pediatric pneumonia due to its bedside...

Apr 2026 42044517
Realization of Long Axial Field-of-View PET Technology in the Clinic and Research Environment.

Long axial field-of-view (AFOV) PET-CT instruments have significantly higher sensitivity than conven...

Apr 2026 42046230
Optimizing Cine Cardiac MRI: Technical Advances and Clinical Applications.

Cine cardiac magnetic resonance imaging (MRI) is the gold standard for cardiac function assessment, ...

Apr 2026 42046342
Predicting Acute Myocardial Infarction in the Absence of Detectable Atherosclerotic Plaque With Perivascular Coronary Inflammation.

BACKGROUND: Coronary computed tomography angiography (CTA) with analysis by artificial intelligence ...

Apr 2026 42047657
Artificial Intelligence-Enabled Analysis of Radiology Reports: Epidemiology and Outcomes of Incidental Thyroid Findings.

CONTEXT: Incidental thyroid findings (ITFs) are increasingly detected on imaging performed for non-t...

Apr 2026 42037237
Assessing large language models in radiation risk communication: susceptibility, cultural-linguistic effects, and ethical reasoning.

PURPOSE: To assess the extent to which large language models (LLMs) amplify or attenuate inaccurate ...

(1)
Apr 2026 42041146
Deep Learning Reconstruction Versus Hybrid Iterative Reconstruction for Acute Cerebral Infarction Detection on 135 kVp Non-Contrast Brain CT.

PURPOSE: Deep learning reconstruction (DLR) is useful to reduce image noise and improve contrast res...

Apr 2026 42043547
Toward real-time autonomous navigation: transformer-based catheter tip tracking in fluoroscopy.

PURPOSE: Mechanical thrombectomy (MT) improves stroke outcomes, but is limited by a lack of local tr...

Apr 2026 42043651
AI in Point-of-Care Imaging for Clinical Decision Support: Systematic Review of Diagnostic Accuracy, Task-Shifting, and Explainability.

BACKGROUND: Artificial intelligence (AI) integrated with point-of-care imaging is a promising approa...

(5)
Apr 2026 42044298
A methodological assessment of information complementarity between MRI and GAN-based synthetic PET for multimodal medical image analysis.

Multimodal medical imaging aims to enhance analysis by combining complementary anatomical and functi...

Apr 2026 42045462
nnLoGoNet: a hybrid local-global network for retinal vessel segmentation with Skeleton Recall Loss.

Retinal vessel segmentation is a fundamental task in ophthalmic image analysis, playing a critical r...

Apr 2026 42045476
Artificial intelligence for detecting acute heart failure on chest CT: prospective clinical proof-of-concept validation.

OBJECTIVE: Acute heart failure (AHF) is a common but underrecognized cause of dyspnea. Chest compute...

Apr 2026 42045732
Multidimensional Evaluation of AI-Generated Patient Information on Cone Beam-Computed Tomography.

This study aimed to conduct a multidimensional evaluation of artificial intelligence (AI) chatbot-ge...

Apr 2026 42045764
Data-driven thresholds for standardized classification of severe Alzheimer's disease neuropathology using digital neuropathology.

Alzheimer's disease neuropathological changes (ADNC)-operationalized with semi-quantitative paramete...

(2)
Apr 2026 42035704
Waste-to-sensor upcycling of polyethylene terephthalate over Ag/Zr-MOF photocatalyst for microplastic degradation and AI-assisted heavy metal detection.

This study aims to develop an integrated waste to sensor platform that couples photocatalytic PET de...

Apr 2026 42035172
Brain PET in the era of anti-amyloid-β antibody therapy for Alzheimer disease.

Here the current and emerging roles of brain positron emission tomography (PET) in Alzheimer's disea...

Apr 2026 42033565
Radiomics and artificial intelligence in pancreatic cyst characterization: future or fiction?

Pancreatic cystic lesions (PCLs) are increasingly detected due to the widespread use of cross-sectio...

Apr 2026 42033640
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