Radiology

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

15,602 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 400-420 of 15,602 articles
Preoperative Magnetic Resonance Imaging-Derived Adiposity Profiling and Cardiometabolic Remodeling After Metabolic and Bariatric Surgery.

BACKGROUND: Cardiometabolic remodeling after metabolic and bariatric surgery is heterogeneous and ma...

(2)
Sep 2026 42742832
mpMRI-based clinic-radiomics-deep learning model integrating lesion and PPAT for predicting csPCa in PI-RADS category 3 lesions: a multicenter study.

BACKGROUND: Prostate PI-RADS category 3 lesions are indeterminate, requiring accurate tools to predi...

(1)
Sep 2026 42742857
Conjugate Bayesian Evidential Learning for Uncertainty-Aware Nasopharyngeal Carcinoma Segmentation.

Accurate automatic segmentation of the gross tumor volume (GTV) in nasopharyngeal carcinoma (NPC) is...

(2)
Sep 2026 42743030
Automated Renal Tumor Segmentation in Computed Tomography Images Using a Global Attention-Based DeepLabV3+ Model: Algorithm Development and Validation.

BACKGROUND: The rising global incidence of renal tumors necessitates precise diagnostic intervention...

(3)
Sep 2026 42743559
Efficient Multi-Temporal 3D Learning for Breast DCE-MRI Classification with Temporal-as-Channel Encoding and Early Spatial Attention.

Accurate breast cancer classification in dynamic contrast-enhanced magnetic resonance imaging (DCE-M...

(1)
Sep 2026 42743948
Benign and Malignant Classification of Thyroid Nodules Based on Bilinear Convolutional Neural Network.

Thyroid cancer is a malignant tumor occurring in thyroid tissues, posing a significant threat to hum...

(3)
Sep 2026 42745108
LOCUS-Diff: Location-Controlled Thyroid Ultrasound Synthesis for Advancing Nodule Detection.

Thyroid cancer is the most prevalent endocrine malignancy, and its diagnosis relies heavily on ultra...

(2)
Sep 2026 42745110
Longitudinal Opportunistic T12 CT-BMD Assessment from Serial Health-Checkup Chest CT in Midlife Women.

This single-center retrospective study evaluated longitudinal artificial intelligence (AI)-derived T...

(2)
Sep 2026 42745111
Statistically Rigorous and Interpretable Radiomics for Benign-Malignant Classification on the BUSI-WHU Breast Ultrasound Dataset.

Radiomics has shown promise for breast ultrasound lesion classification, yet reported performance is...

(1)
Sep 2026 42745115
Development and Validation of a Computed Tomography-Based Convolutional Neural Network Model for Assisting Donor Lung Acquisition in Lung Transplantation.

Lung transplantation remains the only effective treatment for end-stage pulmonary disease. However, ...

(2)
Sep 2026 42745116
Diagnostic performance of AI-powered prostate MRI against biopsy ground truth: quasi-continuous risk scoring versus fixed PI-RADS thresholds.

BACKGROUND: Multiparametric prostate MRI is central to prostate cancer (PCa) diagnostics, yet PI-RAD...

(1)
Sep 2026 42745323
Vertigo and dizziness syndromes in children and adolescents: Clinical presentation and diagnostic pathway.

AIM: To provide a broad overview of the diagnostic spectrum of vertigo and dizziness syndromes in ch...

(1)
Sep 2026 42745351
CRANIOSEG: Deep Learning-Based Automated Segmentation of Craniomaxillofacial Anatomical Structures on Cone-Beam Computed Tomography.

OBJECTIVE: To develop and evaluate an nnU-Net v2-based deep-learning model for fully automated multi...

(1)
Sep 2026 42745446
Brain fluorodeoxyglucose PET anatomical segmentation via AI: extensive validation in the neurodegenerative spectrum.

The semi-quantitative assessment of brain [18F]FDG PET provides a more objective interpretation and ...

(1)
Sep 2026 42740541
Mechanistic Origins of Enhanced PET Hydrolase Activity from Molecular Dynamics and Deep Learning-Assisted Network Analysis.

Polyethylene terephthalate (PET) hydrolase-based biodegradation offers a promising route for plastic...

(2)
Sep 2026 42734507
Artificial intelligence in trigeminal neuralgia: trigeminal nerve segmentation and neurovascular conflict detection: a systematic review and meta-analysis.

Trigeminal neuralgia (TN) is a debilitating condition characterized by severe, episodic facial pain,...

(1)
Sep 2026 42734878
Deep Learning Based on Magnetic Resonance Imaging for Preoperative Prediction of Pituitary Neuroendocrine Tumors Subtypes.

RATIONALE AND OBJECTIVES: Molecular subtyping of pituitary neuroendocrine tumors (PitNETs [pituitary...

(1)
Sep 2026 42736093
Who Read It First? Documenting Independent Judgment in AI-Assisted Radiology.

Artificial intelligence is being embedded in diagnostic radiology faster than the workflows around i...

Sep 2026 42736095
Spatially Aware Acquisition-Independent Deep Learning for IVIM MRI Parameter Estimation in Patients With Esophageal Cancer.

PURPOSE: Neural controlled differential equations (NCDEs) recently emerged as a robust deep learning...

(1)
Sep 2026 42740333
Real-time gestational-age estimation at 11-13 weeks using artificial intelligence on non-targeted ultrasound sweeps.

OBJECTIVE: To assess the accuracy of gestational-age estimation using an artificial intelligence (AI...

(1)
Sep 2026 42740444
Optical coherence tomography angiography (OCTA) assessing microvascular and macrovascular health in healthy octogenarians.

Subclinical cardiovascular abnormalities are recognized as primary risk factors for cardiovascular d...

(2)
Sep 2026 42733099
Browse Categories