Radiology

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

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Showing 1450-1470 of 14,363 articles
Deep learning for synthetic PET imaging: a systematic mapping review of techniques, metrics, and clinical relevance.

BACKGROUND: Synthetic positron emission tomography (PET) imaging, enabled by deep learning, represen...

Feb 2026 41663871
Cardiac MR function analysis with DL-based super resolution reconstruction: application in the clinical setting.

To assess differences in volumetry, image quality and acquisition time between balanced steady-state...

Feb 2026 41656477
Glymphatic dysfunction in trigeminal neuralgia: A multimodal MRI study.

BACKGROUND: Trigeminal neuralgia (TN) has traditionally been attributed to peripheral neurovascular ...

Feb 2026 41666986
PCOSFusionNet: Hybrid Deep Feature Fusion Network for PCOS Classification from Ultrasound Images of Ovaries.

Polycystic Ovary Syndrome (PCOS) is a leading cause of female infertility and is associated with var...

Feb 2026 41655150
Physics-informed graph neural networks for flow field estimation in carotid arteries.

Hemodynamic quantities are valuable biomedical risk factors for cardiovascular pathology such as ath...

Feb 2026 41687411
The potential of optical coherence tomography angiography in progressive multiple sclerosis.

Early detection and monitoring of neurodegenerative processes in persons with multiple sclerosis (Pw...

Feb 2026 41654639
Commercial AI platforms improve reproducibility but fail to meet clinical precision thresholds for intracranial aneurysm measurement: implications for serial surveillance.

BACKGROUND: Intracranial aneurysm affect 3-7% of the global population, with rupture causing > 80% o...

Feb 2026 41654787
Real-world use of PACS-integrated automated spine numbering in MRI.

PURPOSE: Traditional methods of vertebral identification have predominantly relied on relative appro...

Feb 2026 41666795
Classification of twinkling artifacts and blood flow for in vivo detection of breast microcalcifications.

While mammography is the standard modality for detecting microcalcifications (MCs), their real-time ...

Feb 2026 41655445
Spatial amyloid-informed multimodal brain age as an early marker of Alzheimer's-related vulnerability and risk stratification.

BACKGROUND: Brain age gap (BAG)-the difference between predicted and chronological age-captures neur...

Feb 2026 41653882
Quantitative Real-Time MRI for the Assessment of Gastric Motility.

BACKGROUND: Current reference standards for measuring gastric emptying and motility are not consider...

Feb 2026 41645687
Financial Reasoning in Radiology: Interpreting Risk, Value, and Capital Allocation for Resilient and High-Value Imaging Services.

Radiology is among the most capital-intensive specialities in healthcare, relying on high-cost imagi...

Feb 2026 41645801
The Evolving Role of Musculoskeletal Ultrasound in Gout: From Diagnosis to Management-A Narrative Review.

Gout, a prevalent and treatable form of crystal-induced arthritis, results from monosodium urate (MS...

Feb 2026 41645804
AI-FLEET: Phase I-Multimodal Deep Learning Model for Phyllodes Tumor Classification.

BACKGROUND: Fibroepithelial breast lesions, including fibroadenomas and phyllodes tumors (PTs), can ...

Feb 2026 41649783
Evaluating the role of ChatGPT in structured radiology reporting: A systematic review.

BACKGROUND: The integration of large language models (LLMs) such as ChatGPT into radiology has intro...

Feb 2026 41650069
Perceived Potential and Challenges of Supporting Coronary Artery Disease Treatment Decisions With AI: Qualitative Study.

BACKGROUND: Coronary revascularization decision-making for patients with coronary artery disease (CA...

Feb 2026 41650180
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