Radiology

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

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Showing 3550-3570 of 14,419 articles
A deep learning method for the recovery of standard-dose imaging quality from ultra-low-dose PET on wavelet domain.

PURPOSE: Recent development in positron emission tomography (PET) dramatically increased the effecti...

Nov 2024 39585354
The added value of including thyroid nodule features into large language models for automatic ACR TI-RADS classification based on ultrasound reports.

OBJECTIVE: The ACR Thyroid Imaging, Reporting, and Data System (TI-RADS) uses a score based on ultra...

Nov 2024 39585560
The Transformative Potential of AI in Ultrasound for Facial Aesthetics.

BACKGROUND: The integration of artificial intelligence (AI) and ultrasound (US) technology is reshap...

Nov 2024 39582435
Avoiding missed opportunities in AI for radiology.

PURPOSE: In the last decade, the development of Deep Learning and its variants, based on the applica...

Nov 2024 39585545
An Application of Machine-Learning-Oriented Radiomics Model in Clear Cell Renal Cell Carcinoma (ccRCC) Early Diagnosis.

Clear cell renal cell carcinoma (ccRCC) is a common and aggressive form of kidney cancer, where ear...

Nov 2024 39618212
LPC-SonoNet: A Lightweight Network Based on SonoNet and Light Pyramid Convolution for Fetal Ultrasound Standard Plane Detection.

The detection of fetal ultrasound standard planes (FUSPs) is important for the diagnosis of fetal ma...

Nov 2024 39686049
Leveraging AI models for lesion detection in osteonecrosis of the femoral head and T1-weighted MRI generation from radiographs.

This study emphasizes the importance of early detection of osteonecrosis of the femoral head (ONFH) ...

Nov 2024 39579026
Pulmonary Xe MRI: CNN Registration and Segmentation to Generate Ventilation Defect Percent with Multi-center Validation.

RATIONALE AND OBJECTIVES: Hyperpolarized Xe MRI quantifies ventilation-defect-percent (VDP), the rat...

Nov 2024 39581785
Generative modeling of the Circle of Willis using 3D-StyleGAN.

The circle of Willis (CoW) is a network of cerebral arteries with significant inter-individual anato...

Nov 2024 39586344
An ultrasonography of thyroid nodules dataset with pathological diagnosis annotation for deep learning.

Ultrasonography (US) of thyroid nodules is often time consuming and may be inconsistent between obse...

Nov 2024 39580501
Accelerated Spine MRI with Deep Learning Based Image Reconstruction: A Prospective Comparison with Standard MRI.

RATIONALE AND OBJECTIVES: To evaluate the performance of deep learning (DL) reconstructed MRI in ter...

Nov 2024 39580249
Statistics of Generative Artificial Intelligence and Nongenerative Predictive Analytics Machine Learning in Medicine.

The rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML) in medicine...

Nov 2024 39579984
Multi-task magnetic resonance imaging reconstruction using meta-learning.

Using single-task deep learning methods to reconstruct Magnetic Resonance Imaging (MRI) data acquire...

Nov 2024 39580007
Multi-scale multimodal deep learning framework for Alzheimer's disease diagnosis.

Multimodal neuroimaging data, including magnetic resonance imaging (MRI) and positron emission tomog...

Nov 2024 39579666
Self-supervised learning on dual-sequence magnetic resonance imaging for automatic segmentation of nasopharyngeal carcinoma.

Automating the segmentation of nasopharyngeal carcinoma (NPC) is crucial for therapeutic procedures ...

Nov 2024 39608271
Role of Robotics in Image-Guided Trans-Arterial Interventions.

The integration of robotic systems in image-guided trans-arterial interventions has revolutionized t...

Nov 2024 39828382
The Transformative Impact of AI, Extended Reality, and Robotics in Interventional Radiology: Current Trends and Applications.

Interventional Radiology is at the forefront of integrating advanced imaging techniques and minimall...

Nov 2024 39828384
Remote-Controlled and Teleoperated Systems: Taking Robotic Image Guided Interventions to the Next Stage.

Remote-controlled and teleoperated robotic systems mark transformative advancements in interventiona...

Nov 2024 39828385
Components of Robotic Systems in Image-Guided Percutaneous Interventions.

The field of interventional radiology is facing a growing demand for percutaneous procedures targeti...

Nov 2024 39828387
Detection of glaucoma progression on longitudinal series of en-face macular optical coherence tomography angiography images with a deep learning model.

BACKGROUND/AIMS: To design a deep learning (DL) model for the detection of glaucoma progression with...

Nov 2024 39117359
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