Radiology

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

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Evaluation of an AI-powered tool in improving lesion visualization on standard-dose contrast-enhanced brain MRI: a retrospective, multicenter study.

BACKGROUND AND PURPOSE: Artificial intelligence (AI) algorithms have been used to synthesize standar...

(1)
Aug 2026 42595464
18F-Fluorodeoxyglucose-positron emission tomography/computed tomography in Lymphoma.

FDG-PET/CT is central to Lugano-based staging, Deauville-scored response assessment, and prognostica...

(2)
Aug 2026 42595627
Spontaneous stone passage prediction in acute ureteric colic using radiomics and machine learning.

OBJECTIVES: To predict spontaneous stone passage (SSP) in uncomplicated acute ureteric colic (AC) us...

(3)
Aug 2026 42595737
Radiomics-Based AI for Predicting Neoadjuvant Immunochemotherapy Pathological Response in Non-Small Cell Lung Cancer: Systematic Review and Meta-Analysis.

BACKGROUND: Non-small cell lung cancer (NSCLC) remains the leading cause of cancer-related mortality...

(5)
Aug 2026 42596052
Deep Learning Assessment of Intraretinal Microvascular Abnormalities in Diabetic Retinopathy on Swept-Source OCT Angiography.

PURPOSE: To develop and evaluate a deep learning algorithm for automated segmentation and quantifica...

(3)
Aug 2026 42824207
Preoperative cine MRI assessment of suspected hepatic invasion by a large abdominal wall dermatofibrosarcoma protuberans: a case report.

UNLABELLED: Dermatofibrosarcoma protuberans (DFSP) is a locally aggressive soft-tissue tumor which r...

(2)
Aug 2026 42780461
Identifying the presence of disc herniations in lumbar spine MRI using Gemini 3.1 Pro.

PURPOSE: Lumbar disc herniation is associated with substantial morbidity, including low back pain, r...

(3)
Aug 2026 42581174
A multi-scale fusion model based on multi-phase contrast-enhanced CT for predicting pancreatic cancer resectability.

Purpose Develop a multi-scale fusion model (MSFM) based on multi-phase contrast-enhanced computed to...

(1)
Aug 2026 42586150
[Uveitis diagnosis: Current approaches and future perspectives].

Uveitis encompasses a heterogeneous spectrum of etiologies, including systemic inflammatory diseases...

(1)
Aug 2026 42586902
PatchChestCT: A patch-level spatial annotation dataset for nine abnormalities in chest CT.

The development of generalist artificial intelligence (AI) models for radiology is hindered by a lac...

(3)
Aug 2026 42586983
Biological domain shift and statistical nesting concerns in generative AI-based spatial tumor growth prediction for pediatric diffuse midline glioma.

BACKGROUND: Laslo et al. recently reported a guided denoising diffusion implicit model for spatial t...

(5)
Aug 2026 42587294
Autonomous Ultrasound Systems: Are We Approaching the Era of Self-Directed Imaging?

BACKGROUND: Ultrasound remains one of the most widely used imaging modalities in clinical practice; ...

Aug 2026 42591882
DELTA: Strengthening human biological resilience with an N=1 digital health and dynamic biomarker protocol.

Societies are aging rapidly in parallel with the increasingly earlier onset of serious diseases in y...

Aug 2026 42585167
A scoping review on the application of new technology in the screening and diagnosis of adolescent idiopathic scoliosis.

INTRODUCTION: Adolescent Idiopathic Scoliosis (AIS) affects 2-4% of adolescents globally. Current sc...

(2)
Aug 2026 42581262
ArteryX: A Reliable End-To-End Toolbox for Standardized Intracranial Artery Feature Extraction From 3D TOF-MRA.

Cerebrovascular research heavily relies on quantitative analysis of intracranial arteries from time-...

(1)
Aug 2026 42581332
Detecting Sjögren's Disease from Parotid Gland Ultrasound Radiomics.

OBJECTIVES: Salivary gland ultrasonography is a promising non-invasive modality for the evaluation o...

(2)
Aug 2026 42581604
Artificial Intelligence-Based Multimodal Ultrasound Model for Prediction of Spontaneous Preterm Birth: Development and Validation.

OBJECTIVES: The primary aim of this study was to develop a multimodal artificial intelligence model ...

Aug 2026 42581620
Diagnostic decision-making, vertebral augmentation, and osteoporosis therapy in vertebral compression fractures: a narrative review.

Vertebral compression fractures (VCFs) represent the most prevalent osteoporotic fracture and consti...

(3)
Aug 2026 42576288
Global Health in Radiology: Evolution, Challenges, and a Framework for the Future.

Global health in radiology has expanded substantially over the past 2 decades. However, much of the ...

Aug 2026 42576745
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