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 1744-1764 of 14,384 articles
Comparative analysis of machine learning algorithms for predicting stereotactic coordinates of the centromedian nucleus.

OBJECTIVE: Deep brain stimulation (DBS) of the centromedian nucleus (CM) of the thalamus is a promis...

Jan 2026 41569646
Dual-representation structural MRI classification of psychiatric disorders using deep learning and large language models.

Accurate differentiation among psychiatric disorders such as schizophrenia and bipolar disorder rema...

Jan 2026 41576904
A novel framework for fully automated co-registration of intravascular ultrasound and optical coherence tomography imaging data.

AIMS: To develop a deep-learning (DL) framework that enables fully automated longitudinal and circum...

Jan 2026 41755813
Radiologist burnout: AI's true black box.

Multiple articles have touted the longitudinal promise of artificial intelligence (AI) in radiology,...

Jan 2026 41540207
Multisequence MRI Enables High-Fidelity FDG-PET Synthesis for Epilepsy Using GANs.

BACKGROUND: FDG-PET aids presurgical epilepsy evaluation but is limited by access and radiation expo...

Jan 2026 41542825
AI-Based CT Image Recognition With Med-Gemini-3D in the Diagnosis of a Rare Craniofacial Condition: A Catlin Mark Skull.

Artificial intelligence (AI) is increasingly applied in diagnostic imaging to enhance pattern recogn...

Jan 2026 41543485
The real world of Italian new-generation radiologists: challenges and career expectations.

PURPOSE: To assess the perceived work-life balance, sources of job dissatisfaction, and career aspir...

Jan 2026 41543816
Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models.

Incoherent k-space undersampling and deep learning-based reconstruction methods have shown great suc...

Jan 2026 41543953
The Diagnostic Value of Image-Based Machine Learning for Osteoporosis: Systematic Review and Meta-Analysis.

BACKGROUND: Osteoporosis (OP) is projected to be a major issue significantly impacting the well-bein...

Jan 2026 41544126
Magnetic resonance imaging-based proton dose calculation for pelvic tumors using deep learning.

Objective Magnetic resonance imaging (MRI)-only proton therapy combines high soft tissue contras...

Jan 2026 41544379
Automated 4D flow MRI pipeline for the quantification of advanced hemodynamic parameters in the left atrium.

The left atrium (LA) plays a pivotal role in modulating left ventricular filling, yet its hemodynami...

Jan 2026 41545408
Plasma glutamic acid predicts myelosuppression and mortality in septic patients using machine learning.

Myelosuppression is a common secondary manifestation of sepsis and is associated with increased morb...

Jan 2026 41545523
An attention-augmented multimodal classification of alzheimer's disease and parkinson's disease vs healthy controls using MRI, EEG, and SNP data.

Due to the late manifestation of structural symptoms and symptomatic overlap, neurodegenerative dise...

Jan 2026 41545552
Survival and Surrogate Biomarkers in Interventional Oncology Trials: Pitfalls, Challenges, and Future Directions.

INTRODUCTION: Interventional oncology (IO) is a key component of multidisciplinary cancer care, deli...

Jan 2026 41545771
Artificial intelligence in bladder cancer management: a narrative review of diagnostic and surgical advances and current limitations.

INTRODUCTION: Bladder cancer (BC) is associated with high recurrence and progression rates that requ...

Jan 2026 41545941
Sex Differences in Alzheimer's Disease: A Systematic Review of Two Decades of Neuroimaging Research.

OBJECTIVES: Given the heterogeneous nature of Alzheimer's Disease (AD) and its higher prevalence in ...

Jan 2026 41546373
Meteorological associations with out-of-hospital cardiac arrest: A national population-based time-series analysis.

OBJECTIVES: Meteorological factors may influence cardiovascular emergency incidence, but comprehensi...

Jan 2026 41546983
Impact of a new deep-learning image reconstruction algorithm on potential dose reduction and quality of chest CT images: a phantom study.

PURPOSE: To evaluate the impact of a new deep-learning image reconstruction (DLR) algorithm on image...

Jan 2026 41546996
A graph-based spatio-temporal framework for predicting safety-critical pedestrian-vehicle interactions at unsignalized crosswalks.

Pedestrian safety remains a critical global concern, especially in countries like India, where unsig...

Jan 2026 41547101
Generalizable Deep Learning for Prostate Cancer Risk Stratification: Multicenter Study Integrating 18F-PSMA-1007 PET/CT and mpMRI.

BACKGROUND: Prostate cancer is the second most common cancer in men, with rising mortality rates nec...

Jan 2026 41547629
Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg.

Magnetic resonance imaging (MRI) has played a crucial role in fetal neurodevelopmental research. Str...

Jan 2026 41548822
Browse Categories