Radiology

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

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Showing 1534-1554 of 14,363 articles
On Hallucinations in Artificial Intelligence-Generated Content for Nuclear Medicine Imaging (the DREAM Report).

Artificial intelligence-generated content (AIGC) has shown remarkable performance in nuclear medicin...

Feb 2026 41198241
Instance-level quantitative saliency in multiple sclerosis lesion segmentation.

In recent years, explainable methods for artificial intelligence (XAI) have tried to reveal and desc...

Feb 2026 41622299
Hematologic markers and machine learning in predicting placenta accreta: A case-control study.

OBJECTIVE: This study aims to enhance antenatal detection of placenta accreta spectrum (PAS) and pre...

Feb 2026 41626705
State-of-the-art 32 cm field-of-view digital PET/CT system: preliminary study for protocols optimization and DRLs update.

The aim of this study was to assess the impact of a state-of-the-art 32 cm axial field-of-view GE Om...

Feb 2026 41626940
Multiscale segmentation using hierarchical phase-contrast tomography and deep learning.

Biomedical systems span multiple spatial scales, encompassing tiny functional units to entire organs...

Feb 2026 41628266
Evaluation of Large Language Models for Radiologists' Support in Multidisciplinary Breast Cancer Teams: Comparative Study.

BACKGROUND: Artificial intelligence tools, particularly large language models (LLMs), have shown con...

Feb 2026 41628437
The Accuracy of Artificial Intelligence Models in Carpal Tunnel Diagnosis: A Systematic Review and Meta-analysis.

BACKGROUND: Artificial intelligence (AI) has been integrated into diagnostic modalities like nerve c...

Feb 2026 41628565
An interpretable AI system reduces false-positive MRI diagnoses by stratifying high-risk breast lesions.

Breast cancer diagnosis using magnetic resonance imaging remains limited by high false-positive rate...

Feb 2026 41629316
Cardiovascular measures from abdominal MRI provide insights into abdominal vessel genetic architecture.

BACKGROUND: Cardiovascular disease remains a major source of morbidity and mortality, and population...

Feb 2026 41629584
Machine learning for the diagnosis of fibromyalgia based on magnetic resonance imaging.

The clinical diagnosis of fibromyalgia (FM), a syndrome characterized by generalized pain, is challe...

Feb 2026 41628150
Advances in radiomics for predicting and managing xerostomia following radiotherapy: A systematic review.

BACKGROUND: Radiomics has emerged as a promising approach for predicting radiotherapy (RT)- induced ...

Feb 2026 41628580
Parametric imaging of dynamic long-axial-field-of-view PET scans: Technical challenges, statistical insights and clinical applications.

Dynamic long-axial-field-of-view (LAFOV) PET imaging offers unprecedented opportunities for quantita...

Feb 2026 41629174
Echo Flow-Induced Temporal Correlation Learning for Ultrasound Video Object Segmentation.

OBJECTIVE: The segmentation of ultrasound video objects aims to delineate specific anatomical struct...

Feb 2026 40794497
Ultrasound Scanner ASIC With 1-D CNN-Based Echo Pattern Recognition for Arterial Distension Monitoring.

This paper presents an A-mode ultrasound scanner application-specific integrated circuit (ASIC) for ...

Feb 2026 41060861
Artificial intelligence and computer-aided diagnosis in diagnostic decisions: 5 questions for medical informatics and human-computer interface research.

OBJECTIVES: Artificial intelligence (AI) has the potential to transform medical informatics by suppo...

Feb 2026 41101774
A Deep Learning-Based Human-Robot Collaborative Navigation Framework for Vascular Interventional Surgery.

BACKGROUND: Autonomous robotic surgery has demonstrated its potential for the optimal outcomes. Howe...

Feb 2026 41468030
Genetic Information Enhances a Novel Non-Invasive Steatosis Index and Outperforms Existing Steatosis Indices.

BACKGROUND AND AIMS: Early detection of individuals with metabolic dysfunction-associated steatotic ...

Feb 2026 41521699
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