Radiology

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

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How much radiologist time can be saved by implementing AI in screen-reading mammograms?

OBJECTIVE: There is a lack of breast radiologists in Norway and in Europe. Artificial intelligence (...

Jan 2026 41498825
Emerging Diagnostic Indications for Endoscopic Ultrasound.

Endoscopic ultrasound (EUS) has evolved from a diagnostic imaging tool into a versatile platform tha...

Jan 2026 41498716
[When everything is well-coordinated in an interdisciplinary manner-Is there a need for operating room management?].

Even in the ideal case of well-coordinated cooperation between anesthesiological and surgical as wel...

Jan 2026 41498929
A multicenter multinational retrospective study of the 1-year natural history of LI-RADS 3 observations in patients with cirrhosis.

OBJECTIVES: To assess the 1-year natural history of liver imaging reporting and data system (LI-RADS...

Jan 2026 41493547
Artificial intelligence in lymphedema: A systematic review of diagnostic and clinical applications.

BACKGROUND: Lymphedema is a chronic, progressive condition characterized by impaired lymphatic drain...

Jan 2026 42068963
Advancements in radiation dose reduction for pediatric CT head Imaging: A scoping review of emerging Technologies, Protocols, and optimization strategies.

Computed tomography (CT) is an important imaging modality that provides cross-sectional images, aidi...

Jan 2026 41567817
QSAR Prediction of BBB Permeability Based on Machine Learning upon PETBD: A Novel Data Set of PET Tracers.

Assessing small-molecule blood-brain barrier permeability is laborious, yet critical in drug develop...

Jan 2026 41494098
Evaluation of Image-Level Harmonization Methods for Multi-Center MR Neuroimaging.

BACKGROUND: Multi-center imaging studies create large-scale data that are useful for identifying pat...

Jan 2026 41489091
The role of focal therapy for localized prostate cancer: From diagnosis to ablation.

INTRODUCTION: Focal therapy (FT) has emerged as an intermediate therapeutic strategy between active ...

Jan 2026 41500454
Deep generative models for vessel segmentation in CT angiography of the brain.

Automated vessel segmentation in brain CT angiography (CTA) remains challenging despite the potentia...

Jan 2026 41494368
Classification of Salivary Gland Tumors on Ultrasound Using Artificial Intelligence: A Systematic Review and Meta-Analysis.

OBJECTIVE: Accurate classification of salivary gland tumors is critical to guiding appropriate manag...

Jan 2026 41485242
Co-classification network analysis reveals nodal dysfunction and dimension-specific alterations in obstructive sleep apnea-hypopnea syndrome.

BACKGROUND: Obstructive sleep apnea-hypopnea syndrome (OSAHS) is a prevalent sleep disorder linked t...

Jan 2026 41529616
Deep Learning for Ultrasound-Based Auxiliary Diagnosis of Emergency Ascites.

OBJECTIVE: The Focused Assessment with Sonography for Trauma (FAST) enables rapid detection of free ...

Jan 2026 41483985
Liver cancer segmentator: Metadata-guided confidence scoring for reliable segmentation of colorectal liver metastases in CT.

BACKGROUND AND OBJECTIVE: This study introduces the liver cancer segmentator (LCS), a deep learning ...

Jan 2026 41505999
Deep learning image reconstruction improves 40 keV virtual monoenergetic image quality in rectal cancer.

BACKGROUND: Accurate preoperative evaluation of rectal cancer is essential for staging and treatment...

Jan 2026 41520415
Interpretation, extrapolation and perturbation of single cells.

Single-cell analyses have transitioned from descriptive atlasing towards inferring causal effects an...

Jan 2026 41478891
The role of artificial intelligence in estimating stroke events in Moyamoya patients: A systematic review and meta-analysis of diagnostic test accuracy.

INTRODUCTION: Moyamoya disease (MMD) and syndrome (MMS) are rare cerebrovascular arteriopathies mark...

Jan 2026 41485586
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