Radiology

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

14,384 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 1597-1617 of 14,384 articles
A probabilistic deep learning approach for choroid plexus segmentation in autism spectrum disorder.

The choroid plexus serves as the primary barrier between the brain's blood and cerebrospinal fluid a...

Jan 2026 41617769
deepmriprep: voxel-based morphometry preprocessing via deep neural networks.

Voxel-based morphometry (VBM), a popular approach in neuroimaging research, uses magnetic resonance ...

Jan 2026 41617883
A clinically applicable and generalizable deep learning model for anterior mediastinal tumors in CT images across multiple institutions.

Rare diseases are often difficult to diagnose, and their scarcity also makes it challenging to devel...

Jan 2026 41617892
A dual-task deep learning framework for automated detection and classification of coronary artery lesions in invasive coronary angiography imaging.

OBJECTIVE: This study aims to develop and evaluate a dual-task deep learning framework for the simul...

Jan 2026 41618351
Group equivariant pyramid network for respiratory motion correction on PET image.

INTRODUCTION: Respiratory-induced artefacts cause blurring in PET images, impairing lesion identific...

Jan 2026 41619357
Technical accuracy of AI-based patient autopositioning in Computed Tomography: An evaluation with dose monitoring system data.

INTRODUCTION: Recent advancements in Artificial Intelligence (AI)-driven algorithms have improved pa...

Jan 2026 41651712
Feasibility of single-phase DECT as an alternative to triple-phase CT for imaging-defined risk factors assessment in neuroblastoma for dose reduction.

OBJECTIVE: To investigate the feasibility of evaluating Imaging-Defined Risk Factors (IDRFs) in Neur...

Jan 2026 41657758
From prostate-specific antigen to precision: The future of prostate cancer diagnosis with artificial intelligence, biomarkers, and imaging.

BACKGROUND: Prostate cancer (PCa) diagnosis has historically relied on prostate-specific antigen (PS...

Jan 2026 41969325
Real-Time and Precise 3-D Lesion Reconstruction With Boundary Point Clouds for Robotic Ultrasound Scanning.

In robot-assisted breast ultrasound scanning, conventional 2-D imaging often fails to fully capture ...

Jan 2026 41617541
Application of machine learning for sex-specific risk prediction of coronary artery calcification.

BACKGROUND AND AIMS: Sex-related differences in coronary artery calcium (CAC) burden and risk are we...

Jan 2026 41708432
Liquid biopsy biomarkers for accurate detection of malignant pulmonary nodules: a meta-analytic approach.

UNLABELLED: Pulmonary nodules are a common radiological finding that can be classified as either ben...

Jan 2026 41612093
Ultrasound-Based Kidney Stone Classification Using Kronecker Self-Organizing Map Forward Harmonic Network.

Kidney stone disease is a prevalent urological disorder that can result in severe pain, obstruction,...

Jan 2026 41612527
Anti-Inflammatory Properties of Dendrobium: A Systematic Review of Pharmacological Mechanisms.

ETHNOPHARMACOLOGICAL RELEVANCE: In Traditional Chinese Medicine (TCM), Dendrobium species have long ...

Jan 2026 41619861
Deep Learning Model with Nodule Indexing Tailored to Early-Stage Lung Cancer Detection.

OBJECTIVE: To evaluate whether a deep learning-based AI system with suspected nodule indexing and ma...

Jan 2026 41620056
Deep Learning-Based Model for Breast Implant Classification in Ultrasonography: A Multi-Institutional Model Development and Validation Study.

BACKGROUND: The increasing prevalence of implant-based breast surgeries highlights a critical gap in...

Jan 2026 41168671
Automated deep learning for detection and measurement of adrenal masses in contrast-enhanced abdominal CT.

OBJECTIVES: Adrenal tumors can be functional or malignant, yet they are often overlooked in abdomina...

Jan 2026 41609765
Differentiation of focal liver lesions in contrast-enhanced ultrasound using a heuristic-guided hybrid machine-learning framework.

PURPOSE: Sonazoid contrast-enhanced ultrasound (CEUS) offers valuable diagnostic information on hepa...

Jan 2026 41610000
Patient-level CAD-RADS scoring from coronary radiomic features.

Synthesizing coronary radiomic data to obtain a single patient-wise Coronary Artery Disease-Reportin...

Jan 2026 41611724
Browse Categories