Radiology

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

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Prediction of early recurrence in primary intussusception: development of an ultrasound-based radiomics and deep learning nomogram.

BACKGROUND: Early recurrence of intussusception frequently occurs within 48 h after reduction, yet c...

Jun 2026 42362946
Respiratory motion augmentation for personalized super-resolution (RMApSR) of 3D cine MR images in MRI-guided radiotherapy.

The technical implementation of volumetric magnetic resonance imaging (MRI) has the potential to sub...

Jun 2026 42398341
The diagnostic and predictive value of AI-combined multilayer spiral CT for MACE after emergency PCI in STEMI patients: A prospective cohort study.

ST-segment elevation myocardial infarction (STEMI) patients remain at substantial risk for major adv...

(1)
Jun 2026 42363530
Large language models in radiology exams: A cross-sectional comparative analysis of performance in Turkish and English.

This study evaluated the success of large language models on radiology questions, analyzing language...

Jun 2026 42363535
Radiation scatter at fluoroscopy-guided endoscopic procedures: Building towards further optimization.

INTRODUCTION: Exposure to ionizing radiation by endoscopy personnel during fluoroscopy-guided proced...

(2)
Jun 2026 42358121
Prostatic artery embolization and imaging-based biomarkers: current tools in monitoring treatment response and emerging strategies.

Prostatic artery embolization (PAE) is a safe and effective minimally invasive treatment for lower u...

(1)
Jun 2026 42360341
[The digital patient journey : Performing radiological examinations].

BACKGROUND: The rising demand for imaging studies, increasing diagnostic complexity, and limited per...

(3)
Jun 2026 42360419
Deep learning in acute ischemic stroke imaging: a systematic review of CT- and MRI-based segmentation, triage, and prognostic modeling.

BACKGROUND: Acute ischemic stroke is a time-critical neurological emergency in which imaging directl...

Jun 2026 42360458
Tracer-agnostic diffusion model-based CT-free attenuation correction for brain PET: Comprehensive evaluation across 14 tracers.

OBJECTIVE: Accurate attenuation correction (AC) is critical in quantitative brain PET imaging. Conve...

(2)
Jun 2026 42361833
A two-stage deep learning model with segmentation-guided top-K slice selection for patient-level PAS prediction on MRI.

OBJECTIVE: Placenta accreta spectrum (PAS) can cause severe obstetric complications, and accurate pr...

Jun 2026 42363169
Interpretable machine learning for Parkinson's disease diagnosis, staging, and biological mechanism exploration: a multicenter analysis.

OBJECTIVE: To develop and validate an interpretable machine learning model based on multicenter T1-w...

(1)
Jun 2026 42363244
[Computational medicine empowers multi-dimensional diagnosis and treatment of pancreatic cancer].

Due to its high genomic heterogeneity and dense desmoplastic microenvironment, traditional diagnosis...

Jun 2026 42350889
[Arterial variations and management strategies in pancreatic surgery].

The pancreas is local in the retroperitoneal space,in close proximity to critical blood vessels such...

Jun 2026 42350891
Zero-shot detection of apical periodontitis on periapical radiographs using multimodal large language models: diagnostic accuracy and error patterns.

BACKGROUND: The present study evaluated the diagnostic performance of three general-purpose multimod...

(2)
Jun 2026 42351136
A multimodal ConvNeXt-Tiny deep learning model for simultaneous prediction of IDH mutation and Ki-67 expression in gliomas.

OBJECTIVE: To construct and validate a multi-task deep learning model based on ConvNeXt-Tiny for syn...

(4)
Jun 2026 42361071
Optimising chest computed tomography (CT) scan ranges in paediatric patients to reduce radiation exposure.

AIM: The aim of this study was to accurately position the scan range of unenhanced chest computed to...

(1)
Jun 2026 42497578
Design and Applications of Magnetically Actuated Microrobots in Endovascular Embolization.

Endovascular embolization is one of the core techniques in minimally invasive interventional medicin...

Jun 2026 42345490
[Deep learning-driven high-frequency ultrasound method for skin aging assessment].

Ultraviolet radiation is a primary external factor contributing to skin photoaging, as it induces ce...

Jun 2026 42366431
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