Radiology

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

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Showing 547-567 of 14,380 articles
MRDT-GAN: generative adversarial network with multi-scale residual dense transformer generator for low-dose CT denoising.

Objective.Low-dose computed tomography (LDCT) reduces radiation exposure but introduces noise and ar...

Apr 2026 41349217
Machine Learning-Based Magnetocardiography Model Aids in Diagnosing Non-ST-Segment Elevation Acute Coronary Syndrome in Acute Chest Pain.

BACKGROUND: Non-ST-segment elevation acute coronary syndrome (NSTE-ACS) is a leading cause of acute ...

Apr 2026 42026911
Generalizable spinal cord multiple sclerosis lesion segmentation across MRI contrasts, protocols, and centers.

BACKGROUND/OBJECTIVES: Characterizing spinal cord multiple sclerosis (MS) lesions in MRI is critical...

Apr 2026 42028790
Real-time planar angiographic cerebral perfusion imaging.

PURPOSE: Digital Subtraction Angiography (DSA) is an X-ray-based imaging modality intimately related...

Apr 2026 42029843
Deep learning-based multimodal radiopathomics for preoperative prediction of lymph node metastasis in papillary thyroid carcinoma.

Papillary thyroid carcinoma (PTC) exhibits a high incidence and a strong propensity for lymph node m...

Apr 2026 42031943
Hybrid diagnostic framework for bone cancer detection using deep learning and radiomics analysis.

Currently, bone cancer remains a big challenge in healthcare, early and accurate diagnosis is theref...

Apr 2026 42031968
A Review on Artificial Intelligence as a Solution to Burnout in Interventional Radiology.

PURPOSE: We review burnout risk factors in interventional radiology (IR) and explore how artificial ...

Apr 2026 42032303
Predicting multiple sclerosis from radiologically isolated syndrome using generative artificial intelligence.

Radiologically Isolated Syndrome (RIS) is characterized by incidental MRI findings indicative of mul...

Apr 2026 42030332
Large Language Models for Cardiac MRI Diagnosis Based on Standardized Text Descriptions.

BACKGROUND: MRI is important for cardiac disease evaluation, but accurate diagnosis remains challeng...

Apr 2026 42026856
Optimizing Timeliness of Healthcare Delivery in Diagnostic Radiology at U.S. Academic Centers.

RATIONALE AND OBJECTIVES: Timely radiology access is essential for accurate diagnosis, treatment pla...

Apr 2026 42031598
AI-assisted semi-automated segmentation for tooth volume analysis in postmortem CT imaging: evaluation of forensic applicability.

OBJECTIVES: This study investigates whether tooth volume measurements derived from postmortem comput...

Apr 2026 42021705
Development and External Validation of a Deep Learning Model to Predict Mortality in Aneurysmal Subarachnoid Hemorrhage Using Admission Computed Tomography.

BACKGROUND AND OBJECTIVES: Traditional prognostication after aneurysmal subarachnoid hemorrhage depe...

Apr 2026 42023861
Classifying Post-COVID "Brain Fog" Patients and Identifying Key ROIs via Graph Neural Network Model.

Brain fog has raised significant public health concerns as a common neurocognitive impairment in the...

Apr 2026 42024943
Fast Occupational Upper-Limb Radiation Dose Prediction Using Machine Learning and Monte Carlo Simulation.

OBJECTIVE: Interventional procedures expose physicians to scattered radiation, particularly to their...

Apr 2026 42025179
Updates on tuberculosis imaging.

Tuberculosis (TB) remains a leading infectious cause of morbidity and mortality worldwide, and major...

Apr 2026 42025532
Deep learning for synthetic contrast-enhanced CT and MRI: a scoping review.

OBJECTIVES: Deep learning-based synthetic contrast imaging has been proposed as an alternative to io...

Apr 2026 42026333
Unsupervised Agglomerative Cluster Phenotyping of Young Patients With Acute Coronary Syndrome Undergoing Percutaneous Coronary Intervention.

BACKGROUND: Young patients with acute coronary syndrome (ACS) exhibit diverse demographic, clinical ...

Apr 2026 42026648
Image Quality and Diagnostic Performance of Accelerated T2-weighted Imaging of Prostate with Deep Learning Reconstruction: A Comparative Study.

PURPOSE: To compare accelerated T2-weighted turbo spin-echo imaging with deep learning reconstructio...

Apr 2026 42021109
Enhancing mesenteric vascular imaging with dual-energy CTA: a comparison of DLIR and ASIR-V using low contrast agent and low radiation dose protocols.

BACKGROUND: Timely diagnosis of mesenteric vascular diseases, especially acute mesenteric ischemia (...

Apr 2026 42021174
Predicting amyotrophic lateral sclerosis stage based on multi-parameter ultrasound: development and validation of an interpretable machine learning model.

BACKGROUND: Amyotrophic lateral sclerosis (ALS) lacks sensitive, objective staging tools to guide cl...

Apr 2026 42021292
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