Radiology

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

14,384 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 2227-2247 of 14,384 articles
Classification of Brain Tumors in MRI Images with Brain-CNXSAMNet: Integrating Hybrid ConvNeXt and Spatial Attention Module Networks.

Brain tumors (BT) can cause fatal outcomes by affecting body functions, making precise early detecti...

Jul 2025 40739060
Machine learning-based MRI imaging for prostate cancer diagnosis: systematic review and meta-analysis.

OBJECTIVE: This study aims to evaluate the diagnostic value of machine learning-based MRI imaging in...

Jul 2025 40721879
A Dynamic Machine Learning Model to Predict Angiographic Vasospasm After Aneurysmal Subarachnoid Hemorrhage.

BACKGROUND AND OBJECTIVES: The goal of this study was to develop a highly precise, dynamic machine l...

Jul 2025 40704793
Pre-interventional transesophageal echocardiography as a reliable predictor of residual shunt following patent foramen ovale closure.

BACKGROUND: Closure of a patent foramen ovale (PFO) is an effective strategy in the prevention of re...

Jul 2025 40705044
AI Prognostication in Nonsmall Cell Lung Cancer: A Systematic Review.

The systematic literature review was performed on the use of artificial intelligence (AI) algorithms...

Jul 2025 40679809
Early breast cancer detection via infrared thermography using a CNN enhanced with particle swarm optimization.

Breast cancer remains the most prevalent cause of cancer-related mortality among women worldwide, wi...

Jul 2025 40652141
Accelerated brain magnetic resonance imaging with deep learning reconstruction: a comparative study on image quality in pediatric neuroimaging.

BACKGROUND: Magnetic resonance imaging (MRI) is crucial in pediatric radiology; however, the prolong...

Jul 2025 40650736
The role of neuro-imaging in multiple system atrophy.

Neuroimaging plays a crucial role in diagnosing multiple system atrophy and monitoring progressive n...

Jul 2025 40650740
AI-powered disease progression prediction in multiple sclerosis using magnetic resonance imaging: a systematic review and meta-analysis.

BACKGROUND: Disability progression despite disease-modifying therapy remains a major challenge in mu...

Jul 2025 40650946
Diffusion-weighted imaging in rectal cancer MRI from theory to practice.

Diffusion-weighted imaging (DWI) has become a cornerstone of high-resolution rectal MRI, providing c...

Jul 2025 40643654
Effect of data-driven motion correction for respiratory movement on lesion detectability in PET-CT: a phantom study.

PURPOSE: While data-driven motion correction (DDMC) techniques have proven to enhance the visibility...

Jul 2025 40643752
Machine learning to identify suitable boundaries for band-pass spectral analysis of dynamic [ C]Ro15-4513 PET scan and voxel-wise parametric map generation.

BACKGROUND: Spectral analysis is a model-free PET quantification technique that treats the time-spac...

Jul 2025 40643813
Artificial Intelligence for Low-Dose CT Lung Cancer Screening: Comparison of Utilization Scenarios.

. Artificial intelligence (AI) tools for evaluating low-dose CT (LDCT) lung cancer screening examina...

Jul 2025 40237429
Recurrence prediction of invasive ductal carcinoma from preoperative contrast-enhanced computed tomography using deep convolutional neural network.

Predicting the risk of breast cancer recurrence is crucial for guiding therapeutic strategies, inclu...

Jul 2025 40637704
Multiparametric ultrasound techniques are superior to AI-assisted ultrasound for assessment of solid thyroid nodules: a prospective study.

OBJECTIVES: To evaluate the diagnostic performance of multiparametric ultrasound (mpUS) and AI-assis...

Jul 2025 40637817
Flow-Rate-Constrained Physics-Informed Neural Networks for Flow Field Error Correction in Four-Dimensional Flow Magnetic Resonance Imaging.

In this study, we present enhanced physics-informed neural networks (PINNs), which were designed to ...

Jul 2025 40638348
Recommendations for Standardizing Nuclear Medicine Terminology and Data in the Era of Theranostics and Artificial Intelligence.

There is a pressing need for improved standardization of terminology and data in nuclear medicine. T...

Jul 2025 40639909
Deformable detection transformers for domain adaptable ultrasound localization microscopy with robustness to point spread function variations.

Super-resolution imaging has emerged as a rapidly advancing field in diagnostic ultrasound. Ultrasou...

Jul 2025 40640235
Browse Categories