Radiology

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

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A scoping review of radiation dose and image quality in paediatric CT: Towards safe imaging protocols and diagnostic reference levels in Jordan.

BACKGROUND: Computed tomography (CT) is an essential diagnostic tool, but its associated radiation e...

Mar 2026 41780085
Visual assessment of AI-reconstructed knee MRI: A pilot study.

INTRODUCTION: Artificial intelligence is increasingly influencing medical imaging workflows by enhan...

Mar 2026 41780158
Minimum Clinically Achievable Dose for Detecting Liver Lesions Using Deep Learning Image Reconstruction: A Phantom and Patient Study.

RATIONALE AND OBJECTIVES: To investigate the performance of deep learning image reconstruction (DLIR...

Mar 2026 41781262
Tumor metrics imaging core labs: primer for radiologists.

Imaging biomarkers have emerged as increasingly important endpoints in cancer clinical trials. Incor...

Mar 2026 41774133
Deep learning ensemble models for CT-based differentiation of malignant and benign sacral bone tumors: development and evaluation.

OBJECTIVE: Radiologists often face challenges in differentiating benign from malignant sacral bone l...

Mar 2026 41774326
Current Trends in Ultrasound Wearables: Spotlight on System Architecture.

Wearable ultrasound sensing systems are rapidly emerging for precise, continuous, and intuitive biom...

Mar 2026 41774618
AI-Assisted Lung Sliding Detection in Point-of-Care Ultrasound by Marine Corps Corpsmen: A Multi-Reader Study.

BACKGROUND: Artificial intelligence (AI) has the potential to address training limitations and inter...

Mar 2026 41774835
A domain-adaptive deep contrastive network for magnetic resonance imaging-driven bladder cancer classification.

Bladder cancer is one of the most prevalent malignancies of the urinary system and is associated wit...

Mar 2026 41775791
Exploring AI in radiology: a bibliometric study tailored to a research path.

Radiology has been profoundly transformed by artificial intelligence (AI) over the past decade, enab...

Mar 2026 41775903
Contrast-free identification of glioma blood-brain barrier status via generative diffusion AI and non-contrast MRI.

Non-contrast MRI, routinely used for the preoperative diagnosis of glioma tumors and establishing tr...

Mar 2026 41776178
18F-FDG PET/CT and receptor-positive circulating tumor cells-based machine learning model for predicting poorly differentiated lung adenocarcinoma.

INTRODUCTION: This study aimed to develop and validate a machine learning model that integrates radi...

Mar 2026 41785640
Vessel-specific perivascular fat attenuation index derived from AI-CCTA and its association with impaired coronary flow reserve in patients with INOCA.

OBJECTIVES: To investigate the association between artificial intelligence (AI)-derived coronary com...

Mar 2026 41809772
Advances and challenges of PET imaging in bladder cancer-An update and future trends.

Molecular imaging with positron emission tomography (PET) is a powerful tool in the clinical managem...

Mar 2026 41775548
Nuclear Medicine AI in Action: The Bethesda Report (AI Summit 2024).

The second Society of Nuclear Medicine and Molecular Imaging (SNMMI) AI Summit, organized by the SNM...

Mar 2026 41290370
AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization.

This article reports the results of the second iteration of the autoPET challenge on automated lesio...

Mar 2026 41469162
Artificial Intelligence in Point-of-Care Ultrasound.

Artificial intelligence (AI) is increasingly integrated into point-of-care ultrasound (POCUS) to enh...

Mar 2026 41771537
MTCL2 is essential for the bipolar-to-multipolar transition in the dendrite extension of cerebellar granule neurons.

The dynamic regulation of neuronal polarity is essential for the formation of neural networks during...

Mar 2026 41771737
3DViT-GAT: a unified atlas-based 3D vision transformer and graph learning framework for major depressive disorder detection using structural MRI data.

Major depressive disorder (MDD) is a prevalent mental health condition that negatively impacts both ...

Mar 2026 41772023
A Native Strategy for Integrating Deep-Learning Models for Segmentation into a Radiological Viewer.

The use of deep-learning (DL) models to support and automate medical imaging diagnostic procedures h...

Mar 2026 41772359
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