Radiology

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

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Showing 10438-10458 of 14,697 articles
Machine Learning and Deep Learning Models for Automated Protocoling of Emergency Brain MRI Using Text from Clinical Referrals.

Purpose To develop and evaluate machine learning and deep learning-based models for automated protoc...

May 2025 39969276
Enhancing Large Language Models with Retrieval-Augmented Generation: A Radiology-Specific Approach.

Retrieval-augmented generation (RAG) is a strategy to improve the performance of large language mode...

May 2025 40072217
Artificial Intelligence in Health Care: A Rallying Cry for Critical Clinical Research and Ethical Thinking.

Artificial intelligence (AI) will impact a large proportion of jobs in the short to medium term, esp...

May 2025 40184826
Patient Perception of Artificial Intelligence Use in Interpretation of Screening Mammograms: A Survey Study.

Purpose To assess patient perceptions of artificial intelligence (AI) use in the interpretation of s...

May 2025 40249272
Artificial Intelligence in Spine Imaging: A Paradigm Shift in Diagnosis and Care.

Recent advancements in artificial intelligence (AI) can significantly improve radiologists' workflow...

May 2025 40287253
[Coronary computed tomography in the clinical arena. Recent evidence and future perspectives].

In the past few years, computed tomography coronary angiography (CTCA) has rapidly become a widely u...

May 2025 40292505
AI-augmented reconstruction provides improved image quality and enables shorter breath-holds in contrast-enhanced liver MRI.

BACKGROUND: To compare liver image quality and lesion detection using an AI-augmented T1-weighted se...

May 2025 40310491
Evaluating prostate cancer diagnostic methods: The role and relevance of digital rectal examination in modern era.

This review examines diagnostic methods for prostate cancer, focusing on the role of digital rectal ...

May 2025 40312897
Anatomy-derived 3D Aortic Hemodynamics Using Fluid Physics-informed Deep Learning.

Background Four-dimensional (4D) flow MRI provides assessment of thoracic aorta hemodynamic measures...

May 2025 40326877
Artificial intelligence software in biomedical imaging: a pharmaceutical perspective on radiology and contrast-enhanced ultrasound applications.

Artificial intelligence (AI) is rapidly transforming radiology, with over 200 CE-marked products in ...

May 2025 40338060
Dual-use capabilities of concern of biological AI models.

As a result of rapidly accelerating artificial intelligence (AI) capabilities, multiple national gov...

May 2025 40338934
Innovations in artificial intelligence for pet/mr imaging: Application and performance analysis.

BackgroundThe primary challenges in PET/MR imaging include prolonged scan durations for both PET and...

May 2025 40343882
IP-CRR: Information Pursuit for Interpretable Classification of Chest Radiology Reports

The development of AI-based methods for analyzing radiology reports could lead to significant adva...

Anomaly-Driven Approach for Enhanced Prostate Cancer Segmentation

Magnetic Resonance Imaging (MRI) plays an important role in identifying clinically significant pro...

Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image

Multi-modal 3D medical image segmentation aims to accurately identify tumor regions across differe...

Determinants of ascending aortic morphology: cross-sectional deep learning-based analysis on 25 073 non-contrast-enhanced NAKO MRI studies.

AIMS: Understanding determinants of thoracic aortic morphology is crucial for precise diagnostics an...

Apr 2025 40052574
Enhancing Echocardiogram Video Quality via Latent Space Editing

Echocardiography (echo), or cardiac ultrasound, is the most widely used imaging modality for cardi...

T2ID-CAS: Diffusion Model and Class Aware Sampling to Mitigate Class Imbalance in Neck Ultrasound Anatomical Landmark Detection

Neck ultrasound (US) plays a vital role in airway management by providing non-invasive, real-time ...

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