Radiology

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

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[Artificial intelligence in cardiology: the new HAL 9000?].

Artificial intelligence (AI) is rapidly transforming the world, and medicine is at the forefront of ...

Mar 2026 41738417
Conventional and Emerging MRI Biomarkers of Multiple Sclerosis.

MRI plays a central role in the diagnosis and management of multiple sclerosis (MS), and the 2017 re...

Mar 2026 41746824
Filling of incomplete sinograms from sparse PET detector configurations using a residual U-Net.

BACKGROUND: Long axial field-of-view PET scanners are becoming increasingly available worldwide for ...

Mar 2026 41755757
Image quality restoration in 15-s breath-hold PET using a diffusion-based neural network.

BACKGROUND: Breath-hold PET imaging helps reduce respiratory motion artifacts in thoracoabdominal sc...

Mar 2026 41761600
Metabolic liver imaging: What you need to know.

Metabolic liver diseases represent a growing global health concern with significant diagnostic and p...

Feb 2026 41765699
Simulating quadrupolar NMR dynamics in solid electrolyte Li10GeP2S12.

Quadrupolar solid-state nuclear magnetic resonance (NMR) spectroscopy is an excellent tool to trace ...

Feb 2026 41733224
Explainable Machine Learning for Coma Outcome Prediction Based on Structural and Functional Brain MRI.

OBJECTIVES: Advanced MRI is recommended for the clinical evaluation of patients with coma. However, ...

Feb 2026 41757998
Liquid-Sequencer: A Lightweight Liquid Neural Network for Real-Time Fetal Congenital Heart Disease Diagnosis.

Congenital heart disease (CHD) is the leading cause of neonatal mortality worldwide, making early an...

Feb 2026 41758854
Clinical Grading of Artificial Intelligence-Based 3D Fetal Brain Segmentations: A Cross-Vendor Evaluation of Deep Learning in Fetal Neuroimaging.

OBJECTIVE: To evaluate the performance of automated (sub)cortical fetal brain segmentation methods o...

Feb 2026 41761049
Outcomes with revascularization vs. medical therapy according to plaque burden from coronary computed tomography angiography.

AIMS: We aimed to investigate whether plaque burden from coronary computed tomography angiography (C...

Feb 2026 41460775
Feasibility study of fast nuclide identification for beta-emitting sources using learning-based models.

This study investigates the feasibility of rapidly identifying beta-emitting radionuclides based on ...

Feb 2026 41780324
Thermal signatures in breast cancer: Deciphering latent biomarkers through deep learning and explainable AI.

Breast cancer, characterized by its aggressive pro-gression and high mortality rates, continues to b...

Feb 2026 41780328
Integrating Multimodal Neuroimaging and Physical-Health Markers for Autism Spectrum Disorder in the ABCD Study.

BACKGROUND: Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized b...

Feb 2026 41762048
From permeability to prediction: evolving strategies for evaluating oral drug absorption.

Oral drug administration, preferred for patient compliance and convenience, encounters significant b...

Feb 2026 41763338
A transparent, lightweight and sustainable Green Learning AI model for prostate cancer detection on MRI.

OBJECTIVES: To develop a novel transparent and lightweight machine learning model, the Green Learnin...

Feb 2026 41749494
Beyond Human Variability: Deep Learning for Intravascular Ultrasound Segmentation With Noisy Labels.

OBJECTIVE: Intravascular ultrasound (IVUS) is an imaging modality that provides cross-sectional visu...

Feb 2026 41760433
Radiopharmaceuticals: Status, Regulatory Landscape and Future Perspective.

Radiopharmaceuticals are biologically active molecules labeled with radionuclides that have advanced...

Feb 2026 41741857
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