Radiology

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

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Artificial Intelligence Based Ultrasound Screening for Antenatal Detection of Placenta Accreta Spectrum.

BACKGROUND: Placenta Accreta Spectrum is a leading cause of maternal morbidity and mortality and is ...

Jul 2026 42537905
Predicting Response to Radiotherapy in Locally Advanced Cervical Squamous Cell Carcinoma Based on Multisequence MRI and Clinical Variables.

RATIONALE AND OBJECTIVES: Locally advanced cervical cancer (LACC) remains a major cause of cancer-re...

Jul 2026 42538219
Supporting transformer-based cardiac MRI segmentation with text-to-image controllable diffusion pipelines.

Cardiac magnetic resonance imaging (MRI) plays a critical role in diagnosing cardiovascular diseases...

(2)
Jul 2026 42537575
AI-Driven Atrial Fibrillation Management: From Signal to Strategy.

Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia worldwide and is associated...

Jul 2026 42528366
Differential cardiac remodeling: patterns of cardiomyocyte morphometry in multiple patient conditions.

AIMS: Cardiac remodeling drives heart failure (HF), yet microstructural drivers in human tissue rema...

Jul 2026 42530239
Emerging biomarkers in breast fibroadenoma: implications for differential diagnosis, malignant transformation, and precision medicine.

Fibroadenoma is the most common benign fibroepithelial lesion of the breast; it occurs most frequent...

(1)
Jul 2026 42530698
Multimodal Contrast-Free Pulmonary Perfusion Imaging by Integrating CT and MRI for Enhanced Lung Function Assessment.

PURPOSE: Anatomy image-driven lung function imaging methods have been explored for thoracic radiothe...

(1)
Jul 2026 42532439
Integrating Multimodal Data and Genomics for a Comprehensive Assessment of Cardiovascular Aging and Its Impact.

BACKGROUND: Age-related structural and functional remodeling of the heart and vessels increases card...

(8)
Jul 2026 42532481
Fluorodeoxyglucose-PET in Melanoma and Soft-Tissue Sarcoma: Current Applications, Challenges, and Future Directions.

Fluorodeoxyglucose PET/computed tomography plays a central role in the management of melanoma and so...

(1)
Jul 2026 42532700
Retrieval-Augmented Generation in Radiology: A Scoping Review of Architectures, Imaging Applications, and Directions for Equitable Deployment.

Large language models (LLMs) are increasingly explored in radiology, yet concerns persist regarding ...

(2)
Jul 2026 42533201
Fully 3D Unrolled Magnetic Resonance Fingerprinting Reconstruction via Staged Pretraining and Implicit Gridding.

PURPOSE: Magnetic Resonance Fingerprinting (MRF) enables rapid quantitative imaging, but high-resolu...

Jul 2026 42528010
Beyond Radiation Exposure: Occupational Health Challenges Across the Modern Radiology Workforce.

Radiology occupational safety has historically centred on radiation protection. Although radiation s...

(1)
Jul 2026 42528281
Predetermined Change Control Plan Adoption and Documentation Transparency in FDA-cleared Radiology Artificial Intelligence/Machine Learning Devices.

Purpose To characterize Predetermined Change Control Plan (PCCP) adoption and documentation transpar...

(2)
Jul 2026 42524710
Anatomy-specific Performance of CT Angiography-based AI for Anterior Circulation Occlusion: Systematic Review and Meta-Analysis.

Purpose To evaluate anatomy-specific diagnostic performance of CT angiography-based artificial intel...

Jul 2026 42524711
Spatiotemporal Asymmetries of Longitudinal Screening Mammograms for Breast Cancer Risk Prediction.

Purpose To develop and evaluate a new deep learning-based risk model that explicitly captures bilate...

(2)
Jul 2026 42524712
Comparison of accelerated MRI protocol approaches for clinical assessment of the knee.

OBJECTIVE: To evaluate the diagnostic performance and image quality of four accelerated knee MRI pro...

(1)
Jul 2026 42525074
A novel hierarchical transfer learning to enhance breast cancer detection on screening mammography using deep learning.

Accurate and early detection of breast cancer in screening mammography remains a critical challenge ...

Jul 2026 42525327
Artificial Intelligence in Interventional Pulmonology.

BACKGROUND: Artificial intelligence (AI) has revolutionized interventional pulmonology (IP) by enhan...

(1)
Jul 2026 42525596
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