Radiology

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

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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...

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
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), ...

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...

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
CT-Free Quantitative Thyroid SPECT Based on Artificial Intelligence: A Prospective Multicenter Noninferiority Clinical Trial.

BACKGROUND: Hybrid single-photon emission computed tomography (SPECT)/computed tomography (CT) is us...

Apr 2026 41944102
Magnetically controlled capsule endoscopy: Innovations, standardized practice, and emerging clinical roles.

Capsule endoscopy has transformed small bowel evaluation but remains limited for gastric examination...

Apr 2026 41944487
Automated contrast-to-noise ratio analysis in chest CT: validation of an open-source segmentation approach.

OBJECTIVES: This study aimed to evaluate the feasibility and accuracy of automated contrast-to-noise...

Apr 2026 41945209
Artificial intelligence in the diagnostic imaging of developmental dysplasia of the hip: a systematic review.

PURPOSE: With the increased challenges in diagnosing DDH using traditional ultrasound imaging method...

Apr 2026 41945551
Carotid Imaging: Current Concepts and Advanced Imaging.

Carotid atherosclerosis is a major cause of ischemic stroke, historically managed according to lumin...

Apr 2026 41946472
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