Radiology

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

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Showing 1870-1890 of 14,384 articles
Dermoscopy-guided high-frequency ultrasound: Principles and applications in dermatology.

Conventional skin imaging modalities are often bulky, expensive, and impractical for routine dermato...

Dec 2025 41658266
Motion Mitigation Techniques for Abdominal and Cardiac MR Imaging.

MRI of the heart and abdominal organs provides unparalleled soft tissue contrast and quantitative bi...

Dec 2025 41456340
M44TMD: A multimodal, multi-task deep learning framework for comprehensive assessment of TMD-related abnormalities.

OBJECTIVE: Existing deep learning (DL) approaches for assessing temporomandibular disorders (TMD) ar...

Dec 2025 41461305
Factors Impacting the Performance of Deep Learning Detection of Pulmonary Emboli.

OBJECTIVE: AI models are increasingly adopted in clinical practice, yet their generalizability outsi...

Dec 2025 41456841
Ensemble learning-based radiomics model for predicting radiation-induced temporal lobe injury in nasopharyngeal carcinoma.

PURPOSE: To develop and validate a multimodal ensemble machine learning model integrating multi-sequ...

Dec 2025 41455324
Creation of Radiology Teaching Content with STELLA-A STandardized Electronic Learning Library and Application Platform.

PURPOSE: Collections of interesting cases are at the heart of radiology education, but efficient sav...

Dec 2025 41455626
Augmented intelligence for multimodal virtual biopsy in breast cancer using generative artificial intelligence.

OBJECTIVE: This study aims to propose a multimodal, multi-view deep learning approach for breast can...

Dec 2025 41456845
Fully automated quantification of net water uptake in acute ischemic stroke using only non-contrast CT imaging.

OBJECTIVE: Estimating early lesion progression in ischemic stroke is essential for assessing thrombo...

Dec 2025 41444396
AI-driven paradigm shift in follicle ultrasound monitoring: from automated segmentation to clinical decision support.

This commentary delineates the developmental pathway of artificial intelligence (AI) in ultrasound f...

Dec 2025 41826105
DAUS-Net: Toward Ultrasound Scanner-Agnostic Domain Generalized Robust and Accurate Segmentation.

In medical imaging, segmentation is a critical task for analysis and diagnosis. Deep learning-based ...

Dec 2025 41449845
MGML: A plug-and-play meta-guided multi-modal learning framework for incomplete multimodal brain tumor segmentation.

Leveraging multimodal information from Magnetic Resonance Imaging (MRI) plays a vital role in lesion...

Dec 2025 41475127
Recent Advances in Musculoskeletal Radiology: Bridging Innovation and Clinical Application.

Recent advances in musculoskeletal (MSK) radiology have markedly improved diagnostic accuracy throug...

Dec 2025 41443887
AI-CAD for diagnostic mammography: comparison to radiologists according to different indications.

OBJECTIVE: Although artificial intelligence-based computer-aided diagnosis (AI-CAD) is increasingly ...

Dec 2025 41444394
Identification of high-priority radiology reports with unexpected findings using fine-tuned large language models.

OBJECTIVE: This study aims to evaluate whether large language models (LLMs) can accurately predict t...

Dec 2025 41441998
Cost-effectiveness of artificial intelligence tools in radiology: a systematic review.

OBJECTIVES: To systematically review the evidence on the cost-effectiveness of artificial intelligen...

Dec 2025 41441999
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