Radiology

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

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3D U-net for volumetric segmentation of spinal cord MRI in degenerative disorders.

The correct identification of spinal cord structures in magnetic resonance imaging (MRI) plays a vit...

(1)
Aug 2026 42633605
Dual geometry-inspired structural modeling for neuroendocrine tumor segmentation in endoscopic ultrasound.

PURPOSE: The increasing incidence of lower gastrointestinal neuroendocrine tumors (NETs) necessitate...

Aug 2026 42631836
Comparative Performance of Multimodal Large Language Models in Grayscale Ultrasound-Based Classification of Thyroid Nodules.

BACKGROUND: Multimodal large language models (LLMs) are increasingly being explored for medical imag...

(2)
Aug 2026 42632527
Autonomous Vascular Access Devices: Current Solutions and Future Challenges.

INTRODUCTION: Central venous cannulation is essential for life-saving interventions including resusc...

(4)
Aug 2026 42632640
Super-resolution MRI and 2.5D deep learning for intratumoral-peritumoral radiomics in preoperative prediction of rectal cancer perineural invasion.

OBJECTIVES: Preoperative prediction of perineural invasion (PNI) in rectal cancer (RC) is challengin...

(4)
Aug 2026 42632855
Artificial intelligence in population breast cancer screening: A two-year cost-effectiveness analysis.

OBJECTIVES: To investigate the cost-effectiveness of integrating artificial intelligence (AI) into b...

(1)
Aug 2026 42664747
MRI Evaluation of Axial Spondyloarthritis: From Early Diagnosis to Therapeutic Response Assessment.

Magnetic resonance imaging (MRI) has reshaped the evaluation of axial spondyloarthritis (axSpA), whi...

(3)
Aug 2026 42631569
FusionNetX: A Deep Feature Fusion Model Leveraging MRI and Deep Learning for Enhanced Brain Tumor Detection.

Brain tumors are considered one of the deadliest diseases in the world, and misdiagnosing them puts ...

Aug 2026 42631578
Unsupervised Dynamic MRI Reconstruction via Low-Rank Patch-Based Tensor Functions with Implicit Neural Representation.

Dynamic MRI suffers from limited spatiotemporal resolution due to long acquisition times. Undersam p...

(3)
Aug 2026 42627745
Machine learning-based analysis of average glandular dose in mammography: The role of breast density.

INTRODUCTION: Average glandular dose (Dg) is the primary metric for assessing radiation risk in scre...

(4)
Aug 2026 42628440
A physics-informed decomposition network for carbon ion radiotherapy dose monitoring: a proof-of-concept study.

In-beam positron emission tomography (PET) provides a promising strategy for dose monitoring in carb...

(1)
Aug 2026 42628571
Bile extracellular vesicles for early cholangiocarcinoma detection in primary sclerosing cholangitis.

BACKGROUND & AIMS: Cholangiocarcinoma (CCA) is a major complication of primary sclerosing cholangiti...

(5)
Aug 2026 42628796
Single-shot T2-Weighted Turbo Spin-echo Imaging of the Liver Improves Lesion Characterization Compared with Free-breathing Acquisition.

RATIONALE AND OBJECTIVES: T2-weighted imaging is essential for liver magnetic resonance imaging (MRI...

(2)
Aug 2026 42629290
Radiomics-guided multimodal MRI fusion framework for non-enhanced glioblastoma noninvasive identification.

This study aimed to develop and externally validate a radiomics-based machine learning framework for...

(1)
Aug 2026 42627825
Computed Tomographic Angiography-Based Radiomics Predicted Stroke Recurrence in Patients With Symptomatic Intracranial Atherosclerotic Stenosis.

BACKGROUND: The aim of the current study was to investigate the predictive values of computed tomogr...

(3)
Aug 2026 42622101
Opportunistic Screening of Carotid Atherosclerosis and Cardiovascular Mortality Risk Using Chest Radiographs: A Comparative Study of Foundation Models.

BACKGROUND: Cardiovascular disease (CVD) remains a leading cause of death, but population-level scre...

(4)
Aug 2026 42622126
Systematic Review on Noncomputed Tomography-Based Technologies for Prehospital Stroke Diagnosis.

Effects of stroke therapies area highly time dependent but onset-to-treatment times for recanalizing...

(3)
Aug 2026 42622212
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