Radiology

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

15,614 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 1450-1470 of 15,614 articles
Benchmarking of AI and Radiologists for Indeterminate Lung Nodule Malignancy Risk Estimation on Screening CT: The LUNA25 Challenge.

Purpose To compare the performance of an artificial intelligence (AI) system with that of radiologis...

Jun 2026 42340186
Pediatric radiology informatics within a larger academic practice.

As academic health systems increasingly consolidate with unified electronic health records (EHR), pi...

Jun 2026 42340425
Real-World Generalizability of Alzheimer's Volumetric MRI Machine-Learning Models: External Validation with British Data.

PURPOSE: Assessing generalizability and performance of machine learning models in clinical settings ...

Jun 2026 42340466
Dual-domain radio-frequency signal and image joint modeling for coronary calcium detection in intravascular ultrasound.

Coronary artery disease remains a leading cause of mortality worldwide. Accurate detection and angul...

Jun 2026 42340561
Right Ventricular Metrics as End Points in Clinical Trials: A Review.

IMPORTANCE: Clinical trials in cardiovascular medicine aim to deliver high-quality evidence with gre...

(1)
Jun 2026 42340710
On the utility of ChatGPT in conducting a literature review on deep learning for dopamine transporter SPECT with [¹²³I]ioflupane.

AIM: This study evaluated ChatGPT (GPT-5.2) for drafting a review paper on deep learning in dopamine...

(1)
Jun 2026 42341787
Quantitative Impact of T1 Subtraction Maps on Enhancing Component Delineation and Measured Volumes in Minimally Enhancing Pediatric Brain Tumors.

BACKGROUND AND PURPOSE: The delineation of contrast enhancement in pediatric brain tumors is crucial...

Jun 2026 42342377
Multimodal PET/CT-based PD-L1 status prediction in lung cancer via semi-supervised and unsupervised deep learning.

Deep learning (DL) techniques have been applied in lung cancer screening, assessing drug effectivene...

Jun 2026 42342763
Reduced environmental impact in body CT imaging with deep learning reconstruction: experience of a high-volume tertiary referral center.

PURPOSE: To evaluate the environmental impact associated with CT scanners equipped with deep-learnin...

Jun 2026 42342983
Consensus on the use of artificial intelligence in the management and measurement of vestibular schwannomas: A protocol for a modified delphi consensus.

INTRODUCTION: The assessment of vestibular schwannomas (VS) requires a standardized approach as grow...

Jun 2026 42337091
PANTHER Challenge Report: Cross-Domain Pancreatic Tumor Segmentation in Magnetic Resonance Imaging.

Accurate delineation of pancreatic tumors on Magnetic Resonance Imaging (MRI) is important for diagn...

Jun 2026 42349241
Deep learning-based identification of causative genes in lissencephaly using 3D-MRI volumetric datasets.

BACKGROUND: This paper reports a genetic identification task using 3D convolutional neural network (...

Jun 2026 42381865
Traditional learning meets adaptive learning: the present and future of education in nonoperating room anesthesia.

PURPOSE OF REVIEW: Nonoperating room anesthesia (NORA) and continuing education in this setting are ...

(1)
Jun 2026 42054158
CT-based automatic segmentation of key CSF regions for detecting disproportionately enlarged subarachnoid space hydrocephalus.

BACKGROUND: Disproportionately enlarged subarachnoid space hydrocephalus (DESH) is a characteristic ...

(1)
Jun 2026 42337617
Bibliometric analysis of research hotspots in coronary artery CT fractional flow reserve for diagnosing myocardial ischemia in coronary artery disease.

OBJECTIVE: This study aimed to conduct a comprehensive bibliometric analysis to map the global resea...

Jun 2026 42337637
Outer nuclear layer thinning as an in vivo biomarker for discriminating probable FTLD-tau from probable FTLD-TDP with PET-supported subtyping.

BACKGROUND AND OBJECTIVES: Outer nuclear layer (ONL) thinning has been identified in frontotemporal ...

(2)
Jun 2026 42337644
Hybrid Physics-Driven Deep Learning for Enhanced Ultrasound Image Quality and Speckle Noise Suppression.

Ultrasound imaging is widely used in clinical practice due to its non-invasive, real-time, and cost-...

Jun 2026 42338181
A Multi-Task Segmentation and Classification Network Based on Ultrasound Images for Predicting the Grading of Ascites in the Abdominal Cavity.

Abdominal trauma with bleeding is a leading cause of post-traumatic death, and detecting free fluid ...

(3)
Jun 2026 42338184
Browse Categories