Radiology

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

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Mapping Depression Correlated Amygdala Communication.

The amygdala is a central hub for emotional processing, whose interactions with large-scale brain ne...

(1)
Jul 2026 42501214
Advancing Cerebro-cerebellar Network Imaging with Ultra-high Field (7T) MRI: Progress and Future Challenges.

Ultra-high field (UHF) MRI (≥ 7T) is increasingly used to study the cerebro-cerebellar networks, off...

Jul 2026 42501259
Artificial Intelligence for radiation protection in medical imaging and radiotherapy: A perspective from the AI Working Party of ICRP Committee 3.

PURPOSE: The increasing integration of Artificial Intelligence (AI) into clinical workflows for medi...

(8)
Jul 2026 42501579
Radiation dose reduction in computed tomography perfusion of acute ischemic stroke patients using a denoising autoencoder.

BACKGROUND: Ischemic stroke results from the occlusion of a cerebral artery and is a leading cause o...

Jul 2026 42501581
MULTIPREVENT: Integrated screening for smoking-related multimorbidity using low-dose chest computed tomography.

OBJECTIVES: Tobacco consumption, combined with individual genetic predispositions, contributes to an...

(4)
Jul 2026 42501604
Sex-specific machine learning improves prediction of incident and prevalent COPD.

BACKGROUND: Computed tomography imaging with machine learning can predict incident and prevalent chr...

(2)
Jul 2026 42501941
Optimization of Multiparametric MRI Sequence Combinations for Early Detection of Chronic Kidney Disease.

RATIONALE AND OBJECTIVES: To evaluate renal multiparametric MRI sequence combinations for early chro...

Jul 2026 42502024
Early hemodynamic assessment and longitudinal imaging for predicting graft outcomes post-transplant.

BACKGROUND: The early identification of early allograft dysfunction (EAD) and the long-term predicti...

(1)
Jul 2026 42495950
Deep learning for automated instance segmentation of residual roots in panoramic radiographs using mask R-CNN: A retrospective diagnostic accuracy study.

BACKGROUND: This study aimed to evaluate the efficacy of Mask regions with convolutional neural netw...

(1)
Jul 2026 42499086
Long-term prognostic impact of complete revascularisation defined by CT-derived fractional flow reserve.

BACKGROUND: Complete revascularisation has been associated with improved short-term outcomes in pati...

Jul 2026 41339021
Accelerated 7T 3D DESS MR Neurography of the Cervical Spine Using CS-CAIPIRINHA and Deep Learning Reconstruction.

OBJECTIVE: To evaluate the potential of combined coherent and incoherent undersampling with deep lea...

Jul 2026 42494204
Intracardiac Echocardiography-Guided Left Atrial Appendage Occlusion: A Comprehensive Narrative Review.

Intracardiac echocardiography (ICE) is an alternative to transesophageal echocardiography for imagin...

(1)
Jul 2026 42496081
Chinese expert concern and consensus on applications of artificial intelligence in clinical cancer imaging.

Artificial intelligence (AI) demonstrates potential throughout the cancer care continuum, with evide...

(5)
Jul 2026 42496805
Deep Learning-Based Lung Cancer Segmentation and Volumetric Analysis Using CT Imaging: A Comprehensive Survey.

Lung cancer is one of the most prevalent causes of cancer-related deaths in the world, and in this c...

Jul 2026 42496940
An Accelerated Training Framework for Physics-Informed Neural Networks: Applications in Ultrafast Ultrasound Blood Flow Imaging.

Ultrafast ultrasound blood flow imaging is a state-of-the-art technique for depiction of complex blo...

(1)
Jul 2026 42497045
Evaluating the Intermediate Suspicion Category in Thyroid Nodules with AI Assistance: A Comparative Analysis of C-TIRADS, ACR-TIRADS, and ATA Guidelines.

OBJECTIVE: To compare diagnostic performance and fine-needle aspiration (FNA) decision-making for th...

(1)
Jul 2026 42498197
The Value of Deep Learning in Differentiating Thyroid Adenomatoid Nodules on Ultrasound: A Dual-Center Study.

RATIONALE AND OBJECTIVES: Follicular neoplasms are difficult to classify by ultrasound, as they ofte...

(1)
Jul 2026 42493350
Optical coherence tomography of the tympanic membrane and middle ear: clinical applications.

PURPOSE OF REVIEW: Optical coherence tomography (OCT) is a noninvasive optical imaging technique to ...

Jul 2026 42488941
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