Radiology

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

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Showing 232-252 of 15,602 articles
Radiologist and AI performance in detecting mucus plugs on chest CT.

OBJECTIVES: To compare automated mucus plug detection with radiologist evaluation, assess AI-assiste...

(3)
Sep 2026 42814120
DSDFF-YOLO: an automated computer-aided diagnostic method for post-therapy radioiodine whole-body scan.

OBJECTIVES: Radioiodine-131 (131I) therapy is an important post-thyroidectomy treatment, but lesion ...

(3)
Sep 2026 42814122
The swallow tail sign: mechanisms, neuroimaging advances and future perspectives.

Parkinson's disease (PD), the second most common neurodegenerative disorder, poses a significant cha...

(1)
Sep 2026 42814195
Noninvasive Interstitial Glucose Estimation Using Wearables and Machine Learning in Healthy Individuals and Individuals With Obesity: Observational Cohort Study.

BACKGROUND: Continuous glucose monitoring (CGM) can facilitate weight management and lower the risk ...

(3)
Sep 2026 42814917
Second Trimester Maternal Serum microRNAs as Biomarkers for Congenital Diaphragmatic Hernia Severity.

INTRODUCTION: Fetoscopic endoluminal tracheal occlusion (FETO) is currently reserved for severe case...

(3)
Sep 2026 42815295
Detection Patterns of Breast Cancer Recurrence and Contralateral New Primaries in a Large Integrated Health System.

BACKGROUND: Optimizing surveillance for the growing population of breast cancer survivors remains a ...

(2)
Sep 2026 42815529
Feasibility of Functionally Standardized AI-Assisted Coronary CT Angiography Training for Radiology Residents: A Multicenter Randomized Pilot Study.

Artificial intelligence (AI)-assisted systems are increasingly used in coronary computed tomography ...

(4)
Sep 2026 42815749
Fully Automated Segmentation of [18F]FDG and [68Ga]/[18F]PSMA PET/CT Images via Data-Centric Deep Learning.

The purpose of this study was to develop and validate lesion identification in oncologic nuclear ima...

(3)
Sep 2026 42816125
Unsupervised deep learning for inverse problems in computed tomography.

Assume you encounter an inverse problem that shall be solved for a large number of data, but no grou...

(2)
Sep 2026 42816833
Quantitative Single-Cell Time-Lapse Phase-Contrast Microscopy with DeepSea.

Single-cell quantitative time-lapse microscopy is a valuable tool for directly observing the dynamic...

(1)
Sep 2026 42811237
An efficient brain tumor classification system with accurate recognition and complementary downsampling blocks.

Due to the substantial impact of brain tumors on human health, precise identification of tumor types...

(1)
Sep 2026 42814689
Computed Tomography-Based Periaortic Adipose Tissue Imaging Phenotypes in Type B Aortic Dissection: A Retrospective Case-Control Study.

BACKGROUND: The periaortic microenvironment visible on routine computed tomography angiography remai...

Sep 2026 42808436
An agentic, no-code artificial intelligence workflow for developing a thyroid nodule ultrasound malignancy classifier.

BACKGROUND: Convolutional neural networks can classify thyroid nodules on ultrasound, yet published ...

(4)
Sep 2026 42808848
Predicting early recurrence of craniopharyngioma using multi-omics radiomic modeling: a retrospective cohort study.

Craniopharyngiomas (CPs) are benign tumors arising in the sellar and suprasellar regions, but they f...

(3)
Sep 2026 42809153
A Multi-Model, Pixel-Native Framework for Automated Computed Tomography Series Labeling and Characterization: Proof-of-Concept Study.

BACKGROUND: Although Digital Imaging and Communications in Medicine (DICOM) metadata are widely used...

(3)
Sep 2026 42809841
An AI-Powered Voice-Driven Oral Board Examination Simulator for Radiology Training: A Pilot Feasibility Study.

BACKGROUND: The American Board of Radiology is transitioning radiology certifying examinations to a ...

(2)
Sep 2026 42810950
Tomosynthesis and Synthesized-2D Breast AI Outputs in a Biopsy-Referred Cohort: A Diagnostic Study of Agreement and Incremental Decision-Support Value.

To determine whether two malignancy scores co-reported by a deployed breast artificial intelligence ...

(1)
Sep 2026 42811225
Transformer-Based PET/CT Fusion Enables Preoperative Prediction and Prognostic Stratification of Spread Through Air Spaces in Lung Adenocarcinoma.

Spread through air spaces (STAS) is associated with recurrence and unfavorable outcomes in lung aden...

(3)
Sep 2026 42806837
Review Article: Cancer Surveillance for Early Detection of Liver Cancer in Patients with HBV Infection.

BACKGROUND AND AIMS: Chronic hepatitis B virus (HBV) infection remains a major cause of hepatocellul...

(1)
Sep 2026 42806894
Evaluating the Performance of Covidence's Artificial Intelligence-Based Screening Function in Cancer Systematic Reviews.

BACKGROUND: Systematic reviews (SRs), often conducted for evidence synthesis, require extensive mult...

(1)
Sep 2026 42812761
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