Radiology

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

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MMFVS-Net: A triple-symmetric cross-attention network for multimodal optical image fusion and high-accuracy virtual staining of breast cancer tissues.

BACKGROUND AND OBJECTIVE: Virtual staining is based on label-free imaging technology and deep learni...

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Jul 2026 42401051
MRI/MRCP and endoscopic ultrasound in pancreatobiliary disease: defining complementary roles in diagnostic and therapeutic decision-making.

MRI and magnetic resonance cholangiopancreatography (MRCP) remain foundational techniques for the ev...

Jul 2026 42401074
Dual-mode analysis of ischemic stroke based on urine SERS spectra and carotid B-ultrasound.

Achieving noninvasive high-frequency monitoring of ischemic stroke (IS) remains a major clinical cha...

Jul 2026 42384817
Lung ultrasound feature tracking to quantify regional lung strain in mechanically ventilated pigs.

BACKGROUND: In patients requiring respiratory support, clinicians rely on physical exam, radiologic,...

Jul 2026 42387548
FL-SDGIN: A federated graph learning approach for schizophrenia diagnosis integrating static and dynamic brain functional networks.

Recent magnetic resonance imaging (MRI) studies have revealed connectivity abnormalities in brain ne...

Jul 2026 42392012
MRI for Prostate Cancer Local Staging: AJR Expert Panel Narrative Review.

The incremental value of multiparametric MRI (mpMRI) in prostate cancer staging has been increasingl...

Jul 2026 41370657
Metabolically Faithful 3D PET Restoration via Volumetric Swin Transformers.

Positron Emission Tomography (PET) diagnostic precision is often compromised by low spatial resoluti...

Jul 2026 42380725
Comparative review of coronary CT angiography versus conventional catheter angiography: diagnostic value, clinical outcomes, and underlying technical principles.

INTRODUCTION: The diagnostic pathway for coronary artery disease (CAD) is actively transitioning tow...

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Jul 2026 42383401
Technical architecture for integrating vision-language models with DICOM viewers.

Integrating vision-language models (VLMs) into clinical radiology workflows requires exporting two-d...

Jul 2026 42384104
Multi-view constrained semi-supervised vertebra detection for 3D ultrasound spine volume.

BACKGROUND: Scoliosis is a spinal disorder characterized by a three-dimensional (3D) deformity of th...

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Jul 2026 42384571
Optimisation of radiation dose and image quality in paediatric chest and abdominal CT examinations: A systematic review.

INTRODUCTION: Computed tomography (CT) is indispensable for the rapid evaluation of paediatric chest...

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Jul 2026 42385664
Machine learning-guided discovery of poly(ethylene terephthalate)-binding modules to enhance durable whole-cell degradation.

The enzymatic degradation of poly(ethylene terephthalate) (PET) offers a sustainable route for plast...

Jul 2026 42385911
Reconstruction of MRI from undersampled k-spaces of double-contrast volume acquisitions using deep neural networks.

Magnetic Resonance Image (MRI) reconstruction from undersampled k-space using Deep Neural Networks (...

Jul 2026 42385941
Predictive analytics and risk stratification models in internal medicine: from risk scores to real-time machine learning.

Internal medicine involves high-stakes, time-sensitive decisions (such as triaging acute illnesses, ...

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Jul 2026 42386043
NeuroHarm‑Kit: An Open‑Source Toolbox for Benchmarking Deep‑Learning Harmonization of Multi‑Site T1‑Weighted MRI.

Multi‑site magnetic resonance imaging (MRI) studies enable studying brain structure across diverse p...

Jul 2026 42386103
Artificial Intelligence Interpretation of Point-of-Care Lung Ultrasound in Microgravity.

INTRODUCTION: Long-duration space missions demand reliable, portable, and autonomous medical diagnos...

Jul 2026 42386183
Impact of Deep Learning-Based Denoising on Image Quality and Diagnostic Confidence in Neurovascular Ultrahigh-Resolution Photon-Counting CT Angiography.

BACKGROUND AND PURPOSE: Ultrahigh-resolution (UHR) photon-counting detector (PCD)-CT angiography ena...

Jul 2026 42386370
ASNR-ESNR White Paper on Sustainability in Neuroradiology.

BACKGROUND: This joint American Society of Neuroradiology-European Society of Neuroradiology (ASNR-E...

Jul 2026 42386378
Cardiac Natural Mechanical Wave Detection and Speed Estimation Using Deep Learning-Based 2-D Ultrasound Imaging: A Feasibility Study.

OBJECTIVE: Cardiac natural mechanical wave (NMW) propagation speed is a marker of the mechanical pro...

Jul 2026 42386425
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