Radiology

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

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Showing 1219-1239 of 14,363 articles
EEG microstate-derived dynamic network biomarkers for lateralization and structural etiology in temporal lobe epilepsy.

OBJECTIVE: Temporal lobe epilepsy (TLE) is the most common focal epilepsy but remains highly heterog...

Feb 2026 41744907
Attenuation correction of cardiac 82Rb pet using deep learning generated synthetic CT.

Ischemic heart disease remains a leading cause of mortality worldwide. Myocardial perfusion imaging ...

Feb 2026 41746532
Artificial Intelligence in Multiple Sclerosis: Possibilities in Radiological Diagnostics and Progression Assessment.

Multiple sclerosis (MS) is characterized by clinical and radiological heterogeneity. Recent refineme...

Feb 2026 41748084
Endoscopic Ultrasound for the Management of Pancreatic Neuroendocrine Tumors: Diagnosis, Treatment, and Future Perspectives.

Pancreatic neuroendocrine tumors (PanNETs) are increasingly diagnosed, reflecting greater clinical a...

Feb 2026 41748131
A dataset of midpalatal suture maturation stage in cone-beam computed tomography.

In the field of orthodontics, the degree of fusion of the midpalatal suture (MPS) is a crucial facto...

Feb 2026 41748575
The Clinical Utility of Three-Dimensional Liver Modelling: A Multicenter Survey.

Pre-operative planning for complex liver surgery is constrained by 2D CT/MRI. Digital 3D liver model...

Feb 2026 41749032
Open-Access Fully Automated Intravenous Contrast Detection and Body Part Classification for Computed Tomography Scans: The FALCON Model.

Presence of intravenous contrast on computed tomography (CT) scans is often unreliably documented, e...

Feb 2026 41749033
FlowVN Trained on a Single Dataset Enables Rapid Reconstruction of Highly Accelerated 4D Flow MRI Across Multiple Sites.

PURPOSE: The aim of this study is to evaluate a deep variational network, FlowVN, for the reconstruc...

Feb 2026 41749047
A novel statistical framework for quantifying risks and benefits of AI automation in screening mammography.

AI has been proposed as a triage or "rule-out" device to reduce radiologist workload, but it is pres...

Feb 2026 41746988
AI-based prostate volume estimation from multi-planar MRI under variable acquisition protocols.

BACKGROUND: Prostate MRI protocols vary across institutions, with abbreviated protocols increasingly...

Feb 2026 41783490
Cardiovascular Science, Medicine, and Society: The Brave New World: The ACC Braunwald Lecture 2025.

Recent scientific and technological advances have dramatically expanded the possibilities in cardiov...

Feb 2026 41739019
Diverse database and machine learning model to narrow the generalization gap in RNA structure prediction.

Understanding macromolecular structures of proteins and nucleic acids is critical for discerning the...

Feb 2026 41739924
Early Detection of Traumatic Brain Hematoma Using Machine Learning-Powered Near-Infrared Spectroscopy: A Case Report in a Kabaddi Player.

Traumatic brain injury is a significant concern in contact sports, with concussions being the most c...

Feb 2026 41736189
Data mining in pediatric radiology in the era of artificial intelligence.

Data mining is the systematic process of extracting useful knowledge from large multimodal datasets ...

Feb 2026 41739184
AURA-CVC: Autonomous Ultrasound-guided Robotic Assistance for Central Venous Catheterization.

PURPOSE: Central venous catheterization (CVC) is a critical medical procedure for vascular access, h...

Feb 2026 41739357
Deep learning model for body weight estimation from computed tomography scout images incorporating sex and height.

Accurate body weight measurement is essential for determining the appropriate dose of contrast agent...

Feb 2026 41739392
The problem with the 'truth': rethinking ground truth for artificial intelligence in endometriosis diagnosis.

Artificial intelligence (AI) is revolutionizing how we practice medicine. In areas where we have tra...

Feb 2026 41739996
HD-MCVN: hybrid-domain multi-contrast variational network for MRI super-resolution.

Magnetic resonance imaging (MRI) is essential in medical diagnostics, but its resolution is often li...

Feb 2026 41740255
Automated In-line Normalization Procedure for BOLD-CVR Using the Resting-State Temporal Shift with Machine Learning.

BACKGROUND AND PURPOSE: Cerebrovascular reactivity (CVR) is commonly used to estimate hemodynamic im...

Feb 2026 41741218
Automated Delineation of Putative Non-Contrast-Enhancing Tumor in Glioblastoma: Prognostic Insights.

BACKGROUND: Precise delineation of non-contrast-enhancing tumor (nCET) in glioblastoma (GB) is criti...

Feb 2026 41741374
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