Radiology

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

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Phyllodes Tumors of the Breast in 2026: A Contemporary Narrative Review of Diagnosis, Surgical Margins, Prognosis, and Emerging Therapies.

Phyllodes tumors of the breast are rare fibroepithelial neoplasms characterized by significant heter...

(1)
Oct 2026 42893277
Machine Learning and Post-Hoc Feature Attribution for Predicting Cardiac MRI Motion Artifacts: A Retrospective Cohort Study.

Anxiety-induced motion artifacts frequently compromise image quality during non-sedated cardiac magn...

(4)
Oct 2026 42891603
Non-invasive diagnosis of endometriosis: From expert imaging to molecular and artificial intelligence-enabled pathways.

Endometriosis affects approximately one in 10 women and people assigned female at birth of reproduct...

(4)
Oct 2026 42885805
Integrating Plain 2D Ultrasound and Clinical Data for Identification of At-Risk MASH: A Multicenter Proof of Concept Study.

BACKGROUND: Identifying people with at-risk metabolic dysfunction-associated steatohepatitis (MASH) ...

(2)
Oct 2026 42885946
Dual-energy computed tomography pulmonary angiography for pulmonary embolism: a three-tier evidence framework to guide individualized low-iodine scanning.

Dual-energy computed tomography (DECT) pulmonary angiography (CTPA) is widely studied for pulmonary ...

(4)
Oct 2026 42886026
Coronary Visual Intelligence System (CorVIS) Guided Complex Percutaneous Coronary Intervention.

BACKGROUND: Coronary computed tomography angiography (CCTA) is usually displayed in 2-dimensional pl...

(4)
Oct 2026 42886144
Deep learning reconstruction in prostate MRI: technical principles, clinical applications, and future directions.

Multiparametric magnetic resonance imaging (mpMRI) has become integral to the detection, localizatio...

(2)
Oct 2026 42886364
Fully automated diaphragm segmentation on routine 2D-cine and 3D thoracic MRI: multireader validation.

OBJECTIVE: The diaphragm is central to respiratory mechanics and may be impaired in various diseases...

(3)
Oct 2026 42886423
Large language model assistance for report-based carotid plaque AHA classification: a multi-reader study.

OBJECTIVES: To evaluate whether large language model assistance improves radiologists' agreement wit...

(4)
Oct 2026 42886459
AI for Poststroke Epilepsy: Scoping Review of Imaging-Based Prediction Models and Implications for African Settings.

BACKGROUND: Poststroke seizures (PSS) and poststroke epilepsy (PSE) are important neurological compl...

(3)
Oct 2026 42886770
Therapeutic-scale CAR-NK microrobots with programmable swarm navigation for targeted solid tumor therapy.

An urgent requirement in chimeric antigen receptor (CAR) immune cell therapy [e.g., CAR-natural kill...

(9)
Oct 2026 42886800
High-fidelity 3D geometric reconstruction of pelvic organs from MRI: a hybrid deep learning and iterative optimization approach.

The generation of high-fidelity, high-quality three-dimensional (3D) pelvic organ geometries from ma...

(2)
Oct 2026 42887542
Adaptive physics-inspired angular-spatial modeling for multi-shell diffusion MRI denoising.

OBJECTIVE: Multi-shell diffusion magnetic resonance imaging (dMRI) provides rich q-space information...

(3)
Oct 2026 42887544
Physics-informed machine learning-based dose calculation for patients undergoing fluoroscopically guided interventional procedures.

To develop and evaluate a physics-informed machine-learning framework for rapid organ-dose estimatio...

(7)
Oct 2026 42887546
Feasibility of AI-based Automated Identification of Sacral Anatomy and Lead Features During Sacral Neuromodulation Procedures.

OBJECTIVE: To evaluate the ability of artificial intelligence-based modeling to identify pertinent s...

(2)
Oct 2026 42887826
Robustness of Nomogram Versus Deep Learning Models for Hepatocarcinoma Grading: Insights From a Bilateral Cross-Center Validation.

PURPOSE: This study aimed to compare the performance of nomograms and deep learning (DL) models in p...

(2)
Oct 2026 42888053
Investigation on Automatic Classification of Bone, Lymph Node, and Local Lesions in CT Images of Prostate Cancer Patients.

Accurate assessment of different types of prostate cancer (PCa) lesions is a crucial part of treatme...

(1)
Oct 2026 42888311
Artificial intelligence empowering the diagnosis and treatment of rotator cuff tears: A systematic review from image optimization to prognosis prediction.

BACKGROUND: Artificial intelligence (AI) is being developed for image acquisition, quantitative tiss...

(1)
Oct 2026 42888543
Multimodal based Brain Tumor Classification using Clustered Federated Learning in Edge based IoT Network.

A brain tumor is characterized by the uncontrolled growth of cells that causes a severe impact on th...

(2)
Oct 2026 42876266
AI and Deep Learning in Cardiovascular Imaging: From Risk Stratification to Precision Phenotyping.

Cardiovascular imaging plays a central role in the diagnosis, risk stratification, and management of...

(3)
Oct 2026 42877974
Prostate cancer screening with MRI: insights from the ESUR Prostate MRI Working Group.

Prostate-specific antigen (PSA)-based screening for prostate cancer (PCa) remains controversial due ...

(5)
Oct 2026 42878808
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