Radiology

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

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Showing 2017-2037 of 15,614 articles
Coronary stenosis assessment: AI-based CT quantification, visual analysis of invasive angiography, and quantitative coronary angiography.

OBJECTIVE: To evaluate the diagnostic performance for coronary stenosis of artificial intelligence (...

May 2026 42142257
Use of Artificial Intelligence in prostate MRI: A rapid scoping review highlighting limited evidence in screening context.

BACKGROUND AND OBJECTIVE: Artificial Intelligence (AI) is seen as a potential solution to alleviate ...

May 2026 42142521
Multi-task deep learning assists detection and diagnosis of gliomas and brain metastases.

Gliomas and brain metastases (BMs) on MRI pose significant diagnostic challenges for radiologists. T...

May 2026 42143150
Enhancing Drug Response Prediction in Epilepsy with Emerging Multimodal Models: Focus on Clinical, Pharmacologic, and Genomic Factors.

Epilepsy is a common neurological disorder, with approximately one-third of the affected population ...

May 2026 42143205
MDVM-UNet: lumbar MRI segmentation and lordosis angle measurement via a dual-driven mechanism.

With the rising incidence of degenerative lumbar spine disorders, accurate segmentation of spinal st...

May 2026 42143301
MedNext-Insight Model for Automated Metabolic Tumor Volume Delineation on Computed Tomography and Prognostic Value in Nasopharyngeal Carcinoma.

PURPOSES: To develop a deep learning model for automated metabolic tumor volume (MTV) delineation on...

May 2026 42144163
Ultrasound-guided robotic percutaneous puncture for liver tumors with respiratory gating via attention-enhanced Siamese networks.

BACKGROUND AND OBJECTIVE: Accurate and safe needle insertion is critical in abdominal percutaneous i...

(2)
May 2026 42214815
Quantification of edge-enhancing effects using accelerated deep learning reconstructed orbital MRI sequences.

RATIONALE AND OBJECTIVES: To qualitatively and quantitatively compare image quality, edge sharpness,...

May 2026 42199609
Integrated Diagnosis of Submassive Pulmonary Embolism Using Computed Tomography Angiography, Echocardiography, and Artificial Intelligence.

OBJECTIVES: Early intervention in submassive pulmonary embolism (SMPE) has been shown to improve lon...

(1)
May 2026 42142852
Artificial Intelligence-Enhanced Identification of Incidental Findings in Prostate MRI.

OBJECTIVES: The use of prostate magnetic resonance imaging (MRI) is increasing, and coverage often c...

May 2026 42136201
Smartphone-Based Pupillometry for Noninvasive Detection of Elevated Intracranial Pressure in Nepali Acute Brain Injury Patients: A Pilot Study.

BACKGROUND: Intracranial hypertension is a life-threatening complication of acute brain injuries suc...

May 2026 42138120
Evaluating multi-task network architectures for simultaneous breast lesion segmentation and classification in ultrasound images.

Breast lesion segmentation and classification in ultrasound (US) images are two essential tasks for ...

May 2026 42138788
MRI Habitat Analysis for Preoperative Prediction of Perineural Invasion and Prognostic Stratification in Rectal Cancer.

BACKGROUND: Accurate preoperative assessment of perineural invasion (PNI) remains challenging in rec...

May 2026 42138820
Role of Low-Field Magnetic Resonance Imaging in the Lungs: Opportunities and Challenges.

Clinical utilization of lung MRI has not kept pace with MRI of other body regions. This is due to a ...

May 2026 42139025
DSHARP: Deep Incompressible Motion Estimation with Sinusoidal-transformed Harmonic Phase for Tagged MRI.

Tagged magnetic resonance imaging (tMRI) is a valuable tool for visualizing and quantifying tissue d...

May 2026 42139136
Toward protocol simplification: Deep learning-based image synthesis in three-phase CT urography.

OBJECTIVE: The purpose of this study was to develop and evaluate a method for synthesizing 3D urothe...

(1)
May 2026 42140070
Image-derived input functions for [18F]LW223 and [18F]SynVesT-1 PET in the rodent determined using an autoencoder (IDIF-AE).

Objective.Quantitative analysis of dynamic positron emission tomography (PET) scans requires knowled...

May 2026 42140281
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