Radiology

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

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Comprehensive segmentation of focal cortical dysplasia by combining surface-based and whole-brain MRI deep learning algorithms: a proof-of-concept study.

Introduction.Focal cortical dysplasia type II (FCD II) is a significant cause of drug-resistant epil...

Feb 2026 41587495
Ultrasound-guided microwave ablation for breast tumors: current status and future perspectives.

Ultrasound (US)-guided microwave ablation (MWA) has emerged as a promising minimally invasive therap...

Feb 2026 41635204
Artificial intelligence-powered nanomedicine.

The escalating global burden of diseases-including cancer, neurodegenerative, and cardiovascular dis...

Feb 2026 41636234
Interpretable Machine Learning Model Using Digitized US Features for Classifying Complex Thyroid Nodules.

Purpose To develop a digitized integrated feature-based interpretable machine learning classificatio...

Feb 2026 41636619
[Innovative imaging techniques for urothelial carcinoma].

BACKGROUND: Imaging guides the staging of urothelial carcinoma and thus plays a central role in trea...

Feb 2026 41636843
Artificial intelligence in estimating instantaneous wave-free ratio: a systematic literature review of techniques.

Fractional flow reserve (FFR) is an essential tool for evaluating coronary artery disease and direct...

Feb 2026 41636975
A new model based on multi-axis vision transformer for chondromalacia patella diagnosis in magnetic resonance scans.

A degenerative disease of the patellofemoral joint cartilage, chondromalacia patella (CMP) often res...

Feb 2026 41637014
Evaluation of an artificial intelligence model for the identification of obstructive hydrocephalus on computed tomography of the head.

OBJECTIVE: Obstructive hydrocephalus is a critical radiographic finding requiring emergent treatment...

Feb 2026 41639307
Enhancing diagnostic safety with low iodine, low radiation CTPA classification using deep learning.

Pulmonary embolism (PE) is a life-threatening condition for which computed tomography pulmonary angi...

Feb 2026 41639316
An ensemble machine learning classifier for Parkinson's disease diagnosis using optical coherence tomography angiography.

Parkinson's disease (PD) is the fastest-growing neurodegenerative disorder worldwide, yet its early ...

Feb 2026 41639547
Clinical-radiological machine learning model for non-invasive diagnosis and stratification of peripheral artery disease: a multicenter study.

BACKGROUND AND OBJECTIVE: Peripheral artery disease (PAD) is an atherosclerotic disorder prevalent i...

Feb 2026 41650697
Incremental prognostic value of immune cell densities beyond clinical parameters in non-small cell lung cancer.

BACKGROUND: Multiplex immunofluorescence imaging enables detailed characterization of the tumor immu...

Feb 2026 41671623
Pilot clinical evaluation of artificial intelligence-driven guiding catheter simulation for optimizing percutaneous coronary intervention.

AIMS: In percutaneous coronary intervention (PCI), a suboptimal choice of guiding catheter may compr...

Feb 2026 41695568
Development and Validation of a Machine Learning Model That Uses Voice to Predict Aspiration Risk.

BACKGROUND: Aspiration causes or aggravates a variety of respiratory diseases. Subjective bedside ev...

Feb 2026 41636824
Topology-aware multiclass segmentation of the Circle of Willis from MRA and CTA images.

The Circle of Willis (CoW) is an essential network of arteries that ensures blood flow throughout th...

Feb 2026 41637822
Motion-Informed 3D Deep Learning Reconstruction in Patients with Cognitive Impairment.

BACKGROUND AND PURPOSE: Motion artifacts remain a key limitation in brain MRI, particularly during 3...

Feb 2026 41062184
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