Radiology

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Development of AI-based dopamine transporter (DAT) image generation technique using early phase [18F]-FP-CIT PET imaging.

OBJECTIVES: To develop and validate a deep learning-based model capable of generating dopamine trans...

May 2026 42133714
Smarter FoCUS: AI-guided focused cardiac ultrasound enables novice detection of left ventricular dysfunction.

AIMS: Heart failure is prevalent; however, there is no cost-effective screening option. Against form...

May 2026 42169733
Real-Time Artificial Intelligence Assistance in Neuroendovascular Therapy: Comparative Analysis of Elective and Emergency Procedures.

BACKGROUND AND OBJECTIVES: Artificial intelligence (AI) has emerged as an adjunct in neuroendovascul...

May 2026 42130415
A proof-of-principle study of tractography-based machine learning for predicting transcranial magnetic stimulation motor responsiveness.

BACKGROUND: Identifying the brain stimulation target is fundamental for transcranial magnetic stimul...

May 2026 42134605
MRI-based radiomics explainable model for predicting recurrence of limb chronic osteomyelitis in limb bones treated by Masquelet technique.

AIMS: This study aimed to develop a machine learning model for predicting chronic osteomyelitis recu...

May 2026 42125887
Adverse Pregnancy Outcomes in Women With Immune Abnormalities: Machine Learning Model Development and Validation Using First-Trimester Sonographic Features.

BACKGROUND: The maintenance and progression of pregnancy rely on immune homeostasis at the maternal-...

May 2026 42126305
Clinical Implementation of AI for Pulmonary Embolism Detection in over 30,000 CT Pulmonary Angiography Examinations.

Purpose To quantify postimplementation concordance between a U.S. Food and Drug Administration-clear...

May 2026 42126306
Artificial Intelligence for Digital Breast Tomosynthesis Screening with and without prior Examinations in BreastScreen Norway.

Purpose To evaluate the performance of an artificial intelligence (AI) model for digital breast tomo...

May 2026 42126307
Multimodality Imaging in Myocarditis: Integrating Etiology, Diagnosis, and Risk Stratification.

PURPOSE OF REVIEW: Myocarditis presents with heterogenous clinical manifestations and remains diagno...

May 2026 42126698
Dual-conditioned diffusion model with anatomical guidance for geometric distortion correction in prostate MRI.

OBJECTIVE: Geometric distortion from susceptibility artifacts in diffusion-weighted imaging (DWI) de...

May 2026 42126718
The Integration of Artificial Intelligence in Radiation Medical Physics: Insights from an International Survey with Regional Variability.

BACKGROUND: Artificial intelligence (AI) is considered to be a leading technology in radiation medic...

May 2026 42127941
Deep learning-based intraluminal gas modeling for anatomically accurate synthetic CT in MRI-based radiation therapy.

Stochastic bowel and rectal gas complicates MRI/CT deformable image registration (DIR) for synthetic...

May 2026 42127944
Canadian radiology: 2026 update.

Canadian radiology continues to produce scholarship that is technically sophisticated, clinically re...

May 2026 42128713
YOLO-LS: a novel deep learning framework for brain tumor segmentation in Magnetic Resonance Imaging.

Brain tumors exhibit high heterogeneity in morphology, texture, and location, making accurate recogn...

May 2026 42129232
UveAI: clinic-ready scoring of retinal inflammation in uveitis on widefield fluorescein angiography using AI.

Retinal inflammation is a key determinant of visual prognosis in uveitis, yet its assessment on fluo...

May 2026 42129262
Development and validation of a versatile foundation model for cine cardiac magnetic resonance image analysis.

BACKGROUND: Cardiac magnetic resonance imaging is central to cardiovascular diagnosis and management...

May 2026 42129472
Deep residual network fusing CT images and clinical variables to predict lung adenocarcinoma aggressiveness.

BACKGROUND: Lung adenocarcinoma presenting as ground-glass nodules (GGNs) comprises three invasive s...

May 2026 42121095
Application of a multimodal MRI model integrating radiomics and habitat features for predicting glioma pathology and prognosis.

BACKGROUND: Accurate grading and prognostic assessment of glioma requires integrating key molecular ...

May 2026 42121116
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