Radiology

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

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Integration of advanced ultrasound techniques, radiomics, and artificial intelligence for improved diagnosis of cystic breast lesions.

Cystic breast lesions are commonly encountered on breast ultrasound, encompassing a spectrum from si...

Apr 2026 41966528
Fine-grained and multi-pattern anti-nuclear antibody recognition: A new dataset and framework.

Indirect immunofluorescence (IIF) staining imaging on human epithelial cell (HEp-2) is a standard te...

Apr 2026 41967143
Artificial intelligence-enhanced three-dimensional radiological analysis for predicting spread through air spaces in early-stage lung adenocarcinoma.

OBJECTIVES: Spread through air space (STAS) is a pathological feature that correlates with poor prog...

Apr 2026 41990409
Opportunistic Cardiovascular Risk Assessment Using Routine Head CT in the Emergency Department.

BACKGROUND: Routine noncardiac computed tomography (CT) imaging may contain information about cardio...

Apr 2026 41949516
Digital Enabled Diagnosis System for Mammogram Images Classification Using Machine Learning.

Breast tumor is the most commonly detected tumors and remain one of the leading causes of cancer-rel...

(1)
Apr 2026 41952302
Computerized diagnosis of brain tumor using graph based CNN classification.

Magnetic resonance imaging (MRI) is essential in the accurate diagnosis of brain tumors so that soun...

Apr 2026 41955752
Uncertainty-Aware Multi-Class Brain Tumor Segmentation Using Bayesian U-Net Variants.

Accurate segmentation of brain tumors in magnetic resonance imaging (MRI) is essential for diagnosis...

Apr 2026 41950940
Assessing predictive accuracy of 2D digital templating in fluoroscopy-guided direct anterior approach total hip arthroplasty.

INTRODUCTION: Preoperative 2D digital templating aids surgical planning in total hip arthroplasty (T...

Apr 2026 41951897
Segment anything small for ultrasound: Enhancing segmentation with non-generative augmentation.

Accurate segmentation of anatomical structures in ultrasound (US) images, particularly small ones, i...

Apr 2026 41950249
HACR-Net: An Efficient hybrid attention network for MRI image super-resolution.

High-resolution Magnetic Resonance Imaging (MRI) plays an important role in clinical diagnosis and p...

Apr 2026 41950294
Automatic detection of the fetal brain midsagittal plane on MRI using a deep learning pipeline.

BACKGROUND: Accurate localization of the midsagittal plane (MSP) is essential for evaluating midline...

(1)
Apr 2026 41956321
Multimodal multicentre investigation of diagnostic and prognostic markers in disorders of consciousness.

Severely brain-injured patients may enter a spectrum of conditions collectively known as disorders o...

Apr 2026 41499248
Feasibility study of ultrasound-guided, power-assisted needle insertion for hemodialysis cannulation using an innovative, handheld device.

BACKGROUND: Vascular access (VA) for hemodialysis is achieved through arteriovenous fistulas (AVF), ...

(1)
Apr 2026 41947560
PET imaging of polymyalgia rheumatica: update and future trends.

Polymyalgia rheumatica (PMR) is a common immune-mediated inflammatory disease affecting older adults...

(1)
Apr 2026 41951496
EFSUMB Guidelines on Multiparametric Ultrasound Thyroid Nodule Evaluation: PART I.

Thyroid nodules are common incidental findings, but only a small proportion of cases are malignant (...

Apr 2026 41330556
EFSUMB Guidelines on Multiparametric Ultrasound Thyroid Nodule Evaluation: PART II.

Thyroid nodules are common incidental findings but only a small proportion of cases are malignant (4...

Apr 2026 41330557
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