Radiology

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

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Showing 967-987 of 14,363 articles
Percutaneous coronary intervention in high bleeding risk patients: a review of contemporary management strategies.

INTRODUCTION: High bleeding risk (HBR) affects over one-third of patients undergoing percutaneous co...

Mar 2026 41852204
BWS-Net: An Optimal Deep Learning Architecture for the Anterior Bladder Wall Segmentation using Ultrasound Imaging.

Urodynamic tests are used to assess bladder function by measuring detrusor pressure, which requires ...

Mar 2026 41855067
Interpretable Clinical-Radiomics Model for Prediction of Blood Stasis and Left Atrial Appendage Thrombus.

BACKGROUND: The left atrial (LA) morphological profile, anatomically contiguous with the left atrial...

Mar 2026 41856502
Visualization of the Trochlear Nerve Using Deep Learning-enhanced 3D T2-weighted MR Imaging at 3T.

PURPOSE: Cranial nerve imaging with 3T MRI commonly uses 3D fast imaging employing steady-state acqu...

Mar 2026 41850820
SEQUAL: Self-refining and effective querying active learning with pseudo label divergence score for carotid intima-media segmentation in ultrasound.

Deep learning has achieved remarkable performance in carotid intima-media (CIM) segmentation from ul...

Mar 2026 41916103
Independent evaluation of deep learning models for detecting focal cortical dysplasia.

The purpose of this study is to perform an independent assessment of three state-of-the-art tools fo...

Mar 2026 41861767
A multimodal biomechanics dataset with synchronized kinematics and internal tissue motions during reaching.

Tissue motions within body segments, such as the relative movements of muscles, fascia, and bone, re...

Mar 2026 41851191
Ensuring the integrity of AI models: a blockchain-based approach for protecting medical imaging training data.

The development of trustworthy AI models is crucial, particularly for critical medical applications ...

Mar 2026 41851242
Multi-plane vision transformer for hemorrhage classification using axial and sagittal MRI data.

Identifying brain hemorrhages from magnetic resonance imaging (MRI) is a critical task for healthcar...

Mar 2026 41851362
Advanced Prompt Engineering for Large Language Models in Interventional Radiology: Practical Strategies and Future Perspectives.

As large language models (LLMs) become increasingly integrated into clinical workflows, advanced pro...

Mar 2026 41222246
Artificial-intelligence models vs. radiologists in the detection of clinically significant prostate cancer on mpMRI: a meta-analysis.

OBJECTIVE: Multiparametric magnetic resonance imaging (mpMRI) detects clinically significant prostat...

Mar 2026 41844851
Keros-Net: a convolutional block attention module-squeeze-and-excitation-integrated hybrid learning framework for olfactory fossa depth classification.

PURPOSE: This study aimed to develop a hybrid decision support framework combining deep learning (DL...

Mar 2026 41848096
[Possibilities for integrating artificial intelligence into the diagnostic process].

BACKGROUND: The changing working conditions in routine radiological reporting require the use of new...

Mar 2026 41848781
Approval of AI-Based Medical Devices in China From 2020 to 2025: Retrospective Analysis.

BACKGROUND: Artificial intelligence-based medical devices (AIMDs) have emerged as transformative tec...

Mar 2026 41849560
Dose-aware diffusion model for 3D PET image denoising: Multi-institutional validation with reader study and real low-dose data.

Reducing scan times, radiation dose, and enhancing image quality, especially for lower-performance s...

Mar 2026 41930496
Three-dimensional high-content imaging of unstained soft tissue with subcellular resolution using a laboratory-based X-ray microscope.

With increasing interest in studying biological systems across spatial scales-from centimeters down ...

Mar 2026 41843669
An open B-mode ultrasound database for deep learning-based atherosclerotic plaque segmentation.

Cardiovascular events, predominantly ischemic, account for approximately 32% of global mortality and...

Mar 2026 41844674
Contrast enhancement for brain MRI images via genetic algorithm-based dual cut histogram equalization.

Contrast enhancement technique is a prevalent problem in aiding interpretation of Magnetic Resonance...

Mar 2026 41844781
Artificial Intelligence Enabled Noninvasive Mapping of Cardiac Arrhythmia Origins Using the 12-Lead Electrocardiogram.

Artificial intelligence (AI) is reshaping cardiac electrophysiology by extracting information from e...

Mar 2026 41845566
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