Radiology

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

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The absence of full lifecycle risk management for AI-based medical devices in radiology.

This study represents the systematic examination of full lifecycle management for radiology artifici...

May 2026 42082591
Classification of spinal tuberculous infection, pyogenic infection and spinal metastasis from magnetic resonance imaging using machine learning.

BACKGROUND: Differentiating between spinal tuberculosis, pyogenic (bacterial) spondylitis and spinal...

(1)
May 2026 42082966
Pelvic MRI-based machine learning models for age estimation and age threshold classification in living children and young adults.

OBJECTIVES: Accurate bone age assessment is crucial in forensic medicine and pediatrics. This study ...

May 2026 42071051
A multi-modal deep learning framework for enhanced breast cancer diagnosis using mammograms and clinical data.

The fatality due to breast cancer is one of the most universal causes among women worldwide. The lim...

May 2026 42071031
Ultra-low-dose CT for malignant metastasis screening using a deep learning image reconstruction algorithm.

PURPOSE: To evaluate the feasibility and diagnostic performance of ultra-low-dose CT (ULD-CT) for sc...

May 2026 42102570
AI-Powered Gradient Echo Plural Contrast Imaging (AI-GEPCI)-A Comprehensive Neurological Protocol From a Single MRI Scan.

BACKGROUND: MRI is essential for diagnosing and monitoring neurological diseases. Conventional proto...

(1)
May 2026 42068292
A multicenter-validated interpretable transformer model for pituitary microadenoma detection on non-contrast multiparametric MRI.

BACKGROUND: Detecting pituitary microadenomas using non-contrast multi-parametric magnetic resonance...

May 2026 42069529
Breast ultrasound images for segmentation and classification using multi-task U-Net.

Breast ultrasound imaging is widely used for the early detection of breast cancer due to its accessi...

May 2026 42069816
Hybrid Vi+ECNN framework for advanced ADHD diagnostic accuracy in medical imaging.

Attention-Deficit/Hyperactivity Disorder (ADHD) is a prevalent neurodevelopmental disorder that impo...

May 2026 42069836
Segmentation of spinal rootlets across MRI contrasts with RootletSeg.

Segmentation of spinal nerve rootlets is relevant for spinal level estimation, lesion classification...

May 2026 42069899
Evaluation of new vectorcardiography algorithms for identifying left ventricular hypertrophy and impaired systolic function.

BACKGROUND: Timely diagnosis of impaired systolic function and left ventricular hypertrophy (LVH) re...

(2)
May 2026 42107243
MRI-based interpretable deep learning radiomics for predicting treatment response in axial spondyloarthritis.

BACKGROUND: The clinical efficacy of tumor necrosis factor inhibitors (TNFi) in axial spondyloarthri...

May 2026 42085769
A Brainstem Radiomics Framework to Distinguish Progressive Supranuclear Palsy from Parkinson's Disease.

BACKGROUND: Differentiating progressive supranuclear palsy (PSP) from Parkinson's disease (PD) can b...

(1)
May 2026 42068059
Carbon dots in laboratory medicine: synthesis, properties, and applications.

Carbon dots (CDs), zero-dimensional carbon-based nanomaterials, have significantly advanced laborato...

May 2026 42065543
Imaging of Small Cell Lung Cancer: An Updated Overview of Current and Emerging Applications.

Small cell lung cancer (SCLC) is an aggressive pulmonary neuroendocrine carcinoma characterized by r...

(4)
May 2026 42065647
Template-Based Label Propagation for Mouse Brain MRI Skull Stripping.

Accurate skull stripping is an essential preprocessing step in mouse brain magnetic resonance imagin...

May 2026 42065835
Vision Transformer-Based Segmentation of Abdominal Subcutaneous and Visceral Fat on MRI.

The purpose of this study is to validate a deep learning-based vision transformer for automated quan...

May 2026 42067725
Balancing Speed and Sensitivity: Echo-Planar Accelerated MRI for ARIA-H Screening in Anti-Aβ Therapeutics.

The recent advent of anti-amyloid-β monoclonal antibodies has introduced new demands for MRI-based s...

May 2026 40820597
Clinically Explainable Disease Diagnosis Based on Biomarker Activation Map.

OBJECTIVE: Artificial intelligence (AI)-based disease classifiers have achieved specialist-level per...

May 2026 40997007
Multilevel Correlation-Aware and Modal-Aware Graph Convolutional Network for Diagnosing Neurodevelopmental Disorders.

OBJECTIVE: Graph-based methods using resting-state functional magnetic resonance imaging demonstrate...

May 2026 41037545
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