Radiology

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

14,402 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 3130-3150 of 14,402 articles
Diffused Multi-scale Generative Adversarial Network for low-dose PET images reconstruction.

PURPOSE: The aim of this study is to convert low-dose PET (L-PET) images to full-dose PET (F-PET) im...

Feb 2025 39924498
An assessment of breast cancer HER2, ER, and PR expressions based on mammography using deep learning with convolutional neural networks.

Mammography is the recommended imaging modality for breast cancer screening. Expressions of human ep...

Feb 2025 39924532
Human-AI collaboration for ultrasound diagnosis of thyroid nodules: a clinical trial.

PURPOSE: This clinical trial examined how the articifial intelligence (AI)-based diagnostics system ...

Feb 2025 39920508
Assessing multiple MRI sequences in deep learning-based synthetic CT generation for MR-only radiation therapy of head and neck cancers.

PURPOSE: This study investigated the effect of multiple magnetic resonance (MR) sequences on the qua...

Feb 2025 39929288
Evaluation of deep learning-based scatter correction on a long-axial field-of-view PET scanner.

OBJECTIVE: Long-axial field-of-view (LAFOV) positron emission tomography (PET) systems allow higher ...

Feb 2025 39918764
Thessaly Graft Index: An Artificial Intelligence-Based Index for the Assessment of Graft Integrity in ACL-Reconstructed Knees.

BACKGROUND: Magnetic resonance imaging (MRI) has proven to be a valuable noninvasive tool to evaluat...

Feb 2025 39919170
A dual-domain network with division residual connection and feature fusion for CBCT scatter correction.

This study aims to propose a dual-domain network that not only reduces scatter artifacts but also re...

Feb 2025 39870035
Artificial intelligence links CT images to pathologic features and survival outcomes of renal masses.

Treatment decisions for an incidental renal mass are mostly made with pathologic uncertainty. Improv...

Feb 2025 39915478
A deep learning approach for automatic 3D segmentation of hip cartilage and labrum from direct hip MR arthrography.

The objective was to use convolutional neural networks (CNNs) for automatic segmentation of hip cart...

Feb 2025 39920175
A Workflow-Efficient Approach to Pre- and Post-Operative Assessment of Weight-Bearing Three-Dimensional Knee Kinematics.

BACKGROUND: Knee kinematics during daily activities reflect disease severity preoperatively and are ...

Feb 2025 39921117
Optimizing MR-based attenuation correction in hybrid PET/MR using deep learning: validation with a flatbed insert and consistent patient positioning.

PURPOSE: To address the challenges of verifying MR-based attenuation correction (MRAC) in PET/MR due...

Feb 2025 39912939
Predicting cognitive decline: Deep-learning reveals subtle brain changes in pre-MCI stage.

BACKGROUND: Mild cognitive impairment (MCI) and preclinical MCI (e.g., subjective cognitive decline,...

Feb 2025 39920001
TQGDNet: Coronary artery calcium deposit detection on computed tomography.

Coronary artery disease (CAD) continues to be a leading global cause of cardiovascular related morta...

Feb 2025 39947083
SegmentAnyBone: A universal model that segments any bone at any location on MRI.

Magnetic Resonance Imaging (MRI) is pivotal in radiology, offering non-invasive and high-quality ins...

Feb 2025 39978015
A deep ensemble learning framework for glioma segmentation and grading prediction.

The segmentation and risk grade prediction of gliomas based on preoperative multimodal magnetic reso...

Feb 2025 39910114
Continuous implicit neural representation for arbitrary super-resolution of system matrix in magnetic particle imaging.

. Magnetic particle imaging (MPI) is a novel imaging technique that uses magnetic fields to detect t...

Feb 2025 39912345
WDRIV-Net: a weighted ensemble transfer learning to improve automatic type stratification of lumbar intervertebral disc bulge, prolapse, and herniation.

The degeneration of the intervertebral discs in the lumbar spine is the common cause of neurological...

Feb 2025 39915867
Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging.

In clinical practice, computed tomography (CT) is an important noninvasive inspection technology to ...

Feb 2025 38100342
Adaptive enhancement of shoulder x-ray images using tissue attenuation and type-II fuzzy sets.

Shoulder X-ray images typically have low contrast and high noise levels, making it challenging to di...

Feb 2025 39913419
Chan-Vese aided fuzzy C-means approach for whole breast and fibroglandular tissue segmentation: Preliminary application to real-world breast MRI.

BACKGROUND: Magnetic resonance imaging (MRI) is a highly sensitive modality for diagnosing breast ca...

Feb 2025 39910814
Browse Categories