Radiology

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

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Valve-In-Valve Transcatheter Aortic Valve Replacement: Advances in Planning, Technique, and Lifetime Management.

Valve-in-valve transcatheter aortic valve replacement (ViV-TAVR) has emerged as a key reintervention...

Jul 2026 42648863
EM-AWFNet: dual-branch adaptive weight fusion for lung cancer PET/CT classification.

Lung cancer (LC) is a malignant tumor that poses a serious threat to human health. Positron emission...

(1)
Jul 2026 42480586
Automated deep learning detection of hepatic steatosis on non-contrast CT scans and discrepancy with scan reports.

BACKGROUND AND AIMS: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a major cau...

(1)
Jul 2026 42480641
Can AI Make Paediatric PET/CT Lower Dose? Opportunities, Evidence and Cautions.

Artificial intelligence (AI) has emerged as a potential enabling technology for lower-dose paediatri...

(5)
Jul 2026 42481262
Automated Analysis of Carotid Plaque Components in CT Angiography: Performance and Prognosis in Symptomatic Carotid Stenosis Patients.

RATIONALE AND OBJECTIVES: To develop and validate the performance and prognostic value of a deep-lea...

Jul 2026 42481369
Deep Learning Image Reconstruction for Enhancing Image Quality and Acquisition Speed in 3T EDGE-MP2RAGE.

BACKGROUND AND PURPOSE: The three-dimensional edge-enhancing gradient echo (3D EDGE) MRI sequence is...

Jul 2026 42481414
YOLO11-based deep learning system for automated tubal patency classification in hysterosalpingography: a comparative study for clinical decision support.

In the United States, around 500,000 hysterosalpingography (HSG) procedures are performed annually. ...

(4)
Jul 2026 42481614
Non-invasive diagnostic evaluation of urinary exosomal let-7c cluster expression in bladder cancer using machine learning approaches.

BACKGROUND: Bladder cancer (BCa) diagnosis typically relies on invasive cystoscopy, which is effecti...

Jul 2026 42481967
Targeting progressive multiple sclerosis: Toward mechanism-informed precision medicine.

Multiple sclerosis has undergone a therapeutic revolution over the past three decades. Randomized cl...

(1)
Jul 2026 42482223
Self-calibrated B1 + and B0 Field Inhomogeneities Estimation (SAFE) in 3D Magnetic Resonance Fingerprinting.

PURPOSE: To develop SAFE, a self-calibrated framework to estimate B1 + and B0 field inhomogeneities ...

Jul 2026 42482282
Role of Low-Field MRI in Acute Stroke.

Portable, low-field (LF) magnetic resonance imaging (MRI) is emerging as a clinically relevant adjun...

(1)
Jul 2026 42478367
Low-Field Magnetic Resonance Imaging in Critical Care of Stroke.

Neurological deterioration is a frequent and clinically significant challenge in patients with acute...

(6)
Jul 2026 42478374
Novel opportunistic imaging biomarkers with AI-assisted sarcopenia assessment associated with survival after liver transplantation for hepatocellular carcinoma.

INTRODUCTION: The scarcity of donor organs necessitates the development of refined prognostic tools ...

(1)
Jul 2026 42478644
Automated brain MRI protocol adaptation based on imaging findings using AI: diagnostic performance and agreement with neuroradiologists.

BackgroundSelecting optimal brain magnetic resonance imaging (MRI) protocols is a manual, error-pron...

Jul 2026 42478697
Artificial intelligence-generated color overlay for ultrasound identification of the brachial plexus in regional anesthesia: an external validation study.

PURPOSE: Accurate identification of neural structures is essential for safe ultrasound-guided region...

(2)
Jul 2026 42479132
Dual-View Thyroid Ultrasound Classification via Dual Knowledge Distillation.

OBJECTIVE: Thyroid ultrasound diagnosis in clinical practice typically relies on both transverse and...

(1)
Jul 2026 42479531
Artificial Intelligence Versus Conventional Methods for NCCN Risk Stratification in Localized Prostate Cancer (2020-2025): A Systematic Review.

BACKGROUND AND OBJECTIVE: Accurate risk stratification in localized prostate cancer is essential for...

(2)
Jul 2026 42483695
Feature integration of [18F]FDG PET brain imaging using deep learning for sensitive cognitive decline detection.

BACKGROUND: Distinguishing individuals with cognitive decline (CD), including early Alzheimer's dise...

(1)
Jul 2026 42479708
Artificial intelligence and personalised medicine in liver cancer.

Primary liver cancers, including hepatocellular carcinoma and cholangiocarcinoma, represent a growin...

Jul 2026 42684194
S2DENet: Shallow suppression and deep enhancement network for general ultrasound image segmentation.

Ultrasound image segmentation serves as a cornerstone of clinical diagnosis, yet remains a formidabl...

Jul 2026 42492403
Global research trends and hotspots in robotic-assisted prostate biopsy: a bibliometric analysis from 2008 to 2026.

Robotic-assisted prostate biopsy is now a key approach for early, accurate prostate cancer detection...

Jul 2026 42474606
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