Radiology

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

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Showing 610-630 of 15,602 articles
Generative Brain Priors-Driven Self-Regulated and Clinically-Guided Multimodal Fusion for Early Alzheimer's Disease Diagnosis.

Alzheimer's disease (AD) and mild cognitive impairment (MCI) require accurate early diagnosis to sup...

(1)
Aug 2026 42675276
[Advances and prospects of hemostatic strategies in hepatic surgery].

The liver is characterized by abundant blood supply and intricate anatomical architecture,rendering ...

(2)
Aug 2026 42669439
Machine learning for prediction of large-for-gestational-age neonate with adverse outcome at routine ultrasound examination at 35-37 weeks.

OBJECTIVES: To evaluate the performance of a machine-learning (ML) model compared with traditional l...

Aug 2026 42669845
Dendritic U-Net for robust vascular wall segmentation in ultrasound imaging.

PURPOSE: We proposed a method that combines the deep learning model U-Net with a dendritic neuron mo...

(2)
Aug 2026 42667503
Emerging frontiers and challenges of artificial intelligence in PSMA-PET imaging: pioneering a new chapter in prostate cancer care.

Prostate-specific membrane antigen positron emission tomography (PSMA-PET) has become pivotal in pro...

(4)
Aug 2026 42667563
Balancing privacy and performance: the impact of facial defacing on AI in medical imaging.

BACKGROUND: Recent NIH Data Management and Sharing (DMS) policy updates and NIH controlled-access da...

(2)
Aug 2026 42667924
Application of Artificial Intelligence in Diagnosis and Management of Thyroid Disease.

Artificial intelligence (AI) is transforming thyroid care, with applications spanning ultrasound ris...

(6)
Aug 2026 42667959
Volumetric reference data of the orbit: a deep learning MRI analysis in the German national cohort.

Manual segmentation of orbital magnetic resonance imaging (MRI) is labor-intensive, hindering large-...

(1)
Aug 2026 42668292
Utility of artificial intelligence for identifying thoracic lymphadenopathy in lung cancer.

PURPOSE: To evaluate the performance of an artificial intelligence (AI) system for detecting, classi...

(4)
Aug 2026 42673682
Risk Assessment in MASLD and MetALD: Current Approaches and Future Directions.

Metabolic dysfunction-associated steatotic liver disease (MASLD) and metabolic dysfunction and alcoh...

(5)
Aug 2026 42669412
Artificial Intelligence-Enabled Acquisition and Interpretation for Screening Aortic Stenosis.

IMPORTANCE: Timely identification of aortic stenosis (AS) is essential for appropriate clinical mana...

(2)
Aug 2026 42661496
Brain Tumor Classification from MRI Using Colormap-Based Vision Transformers on the BRISC2025 Dataset.

Accurate brain tumor classification from magnetic resonance imaging (MRI) is essential for supportin...

(1)
Aug 2026 42665755
Advanced veterinary ultrasonography: Current trends in diagnostics and therapeutics.

Ultrasonography is an important tool in veterinary medicine, offering non-invasive, real-time diagno...

(1)
Aug 2026 42659776
Beyond plaque and stenosis: Coronary inflammation imaging with the fat attenuation index.

Pericoronary adipose tissue (PCAT) imaging has emerged as a promising noninvasive marker of coronary...

(1)
Aug 2026 42660419
Radiology No-Show Calculator: A Social Determinants of Health-Enriched Machine Learning Prediction Model with Financial Analysis.

OBJECTIVE: Outpatient radiology appointment no-shows delay timely diagnosis and exacerbate healthcar...

(4)
Aug 2026 42660476
A Multiparametric Ultrasound Diagnostic Model for Adenomyosis by Integrating Cervical Ultra-Microangiography and Shear Wave Elastography: A Prospective Study.

OBJECTIVE: To develop and validate a multiparametric diagnostic model for adenomyosis utilizing stan...

(5)
Aug 2026 42660707
Multiparametric MRI-derived Interpretable Habitat Radiomics for Preoperative Assessment of Tumor Budding Status in Breast Cancer.

RATIONALE AND OBJECTIVES: Breast cancer exhibits high biological heterogeneity and variable invasion...

Aug 2026 42660734
Completely free-breathing cardiac MRI using deep learning reconstruction reduces sedation and scan time in children.

BACKGROUND: Traditional cardiac magnetic resonance (CMR) imaging scan times are long and require bre...

(1)
Aug 2026 42658264
Introduction and validation of OSCAR-optimal stent choice algorithm.

PURPOSE: Standardization and international guidelines for stent size selection are lacking. In this ...

(1)
Aug 2026 42658447
AI-based Framework for Automated Segmentation and Surgical Decision Support in Ascending Thoracic Aortic Aneurysm.

Accurate morphometric assessment of ascending thoracic aortic aneurysms (ATAA) from computed tomogra...

(1)
Aug 2026 42658698
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