Radiology

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

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Showing 2605-2625 of 15,629 articles
Sonogenetics for Precision Medicine: A Focus on Immunoengineering and Genome Engineering.

Ultrasound can penetrate centimetres of soft tissue, focus energy with millimetre precision, and ope...

(1)
Apr 2026 41921154
Deep-Learning Algorithm Diagnostic Support for Usual Interstitial Pneumonia Pattern Recognition in Fibrotic Interstitial Lung Disease.

BACKGROUND AND OBJECTIVE: High resolution computed tomography (HRCT) scan diagnostic classification ...

(1)
Apr 2026 41923409
Diffusion-QSM: Diffusion Model With Time-Travel and Resampling Refinement for Quantitative Susceptibility Mapping.

OBJECTIVE: Quantitative susceptibility mapping (QSM) is a useful magnetic resonance imaging techniqu...

Apr 2026 40892662
MUSiK: An Open Source Simulation Library for 3D Multi-View Ultrasound.

Diagnostic ultrasound has long filled a crucial niche in medical imaging thanks to its portability, ...

Apr 2026 40907042
Spherical Harmonics Representation Learning for High-Fidelity and Generalizable Super-Resolution in Diffusion MRI.

OBJECTIVE: Diffusion magnetic resonance imaging (dMRI) often suffers from low spatial and angular re...

Apr 2026 40924535
Freqformer: Frequency-Domain Transformer for 3-D Reconstruction and Quantification of Human Retinal Vasculature.

OBJECTIVE: To achieve accurate 3-D reconstruction and quantitative analysis of human retinal vascula...

Apr 2026 40971276
Highly Accelerated 3D MRI of Brain Tumors Using Deep Modular Reconstruction Networks.

Post-contrast 3D T1-weighted MRI is a time consuming component of cancer neuroimaing protocols. The ...

Apr 2026 41792051
Enhanced Glioma Genotype Prediction Using CEST MRI With Full Z-Spectrum Input, Pixel-Level Learning, and Majority Voting.

Accurate glioma genotype prediction, such as the isocitrate dehydrogenase (IDH) mutation and O6-meth...

Apr 2026 41847841
Deep Learning-based Monoenergetic Imaging for Calcified Coronary Stenosis Assessment at Energy-integrating Detector CT.

Purpose To develop and evaluate a Deep learnIng-bAsed MONoenergetic imaging at Different energies (D...

Apr 2026 41854396
[Application of artificial intelligence to pharmacological and interventional treatment].

As in many other fields, artificial intelligence (AI) is transforming daily activities in cardiology...

Apr 2026 41879239
Predicting ventilation from single breathing phase non-contrast CT using Swin Transformers.

BACKGROUND: Pulmonary ventilation imaging enables functional avoidance radiotherapy treatment plans ...

Apr 2026 41881558
ICECREAM: high-fidelity equivariant cryo-electron tomography.

Cryo-electron tomography (cryo-ET) visualizes 3D cellular architecture in its near-native state. The...

Apr 2026 41892487
Deep Learning for Automated Tumor Segmentation of Rectal Cancer on T2-Weighted Magnetic Resonance Images.

PURPOSE: To develop a deep learning (DL)-based automated segmentation model for rectal cancer on T2-...

Apr 2026 41914320
Retrieval-Augmented Language Models for Patient-Centered Periprocedural Anticoagulation in Interventional Radiology.

PURPOSE: This study evaluates Large Language Models (LLMs) integrated with Retrieval-Augmented Gener...

(2)
Apr 2026 41917168
Impact of a Digital Intelligence Platform on Radiology Workflow Efficiency and Patient Satisfaction: A Retrospective Cohort Study.

RATIONALE AND OBJECTIVES: Traditional radiology management models may face challenges in meeting the...

Mar 2026 41925457
Large Language Models in Clinical Decision Support: A Comparative Analysis of Chat-GPT and Breast Radiologists on ACR Appropriateness Criteria.

RATIONALE AND OBJECTIVES: This study evaluates the performance of ChatGPT, a large language model (L...

Mar 2026 41925458
Efficient denoising in LED-based optoacoustic tomography with squeeze-and-excitation deep convolutional networks.

SIGNIFICANCE: Low-cost optoacoustic imaging based on light-emitting diodes (LEDs) offers an affordab...

(1)
Mar 2026 41924657
Artificial Intelligence-Assisted Ultrasound in Austere Trauma Environments: Implications for Role 1 Military Medicine.

Pararescue jumpers are United States Air Force medical tactical operators who provide advanced traum...

(2)
Mar 2026 41914709
KidMesh: Computational Mesh Reconstruction for Pediatric Congenital Hydronephrosis Using Deep Neural Networks.

Pediatric congenital hydronephrosis (CH) is a common urinary tract disorder, primarily caused by obs...

Mar 2026 41915527
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