Radiology

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

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Showing 6910-6930 of 14,497 articles
Anatomy and Physiology of Artificial Intelligence in PET Imaging.

Artificial intelligence (AI) has seen an explosion in interest within nuclear medicine. This interes...

Aug 2021 34364817
Axillary lymph node metastasis prediction by contrast-enhanced computed tomography images for breast cancer patients based on deep learning.

When doctors use contrast-enhanced computed tomography (CECT) images to predict the metastasis of ax...

Aug 2021 34388460
Cascaded Deep Learning Neural Network for Automated Liver Steatosis Diagnosis Using Ultrasound Images.

Diagnosing liver steatosis is an essential precaution for detecting hepatocirrhosis and liver cancer...

Aug 2021 34450746
Automatic detection of vessel structure by deep learning using intravascular ultrasound images of the coronary arteries.

Intravascular ultrasound (IVUS) is a diagnostic modality used during percutaneous coronary intervent...

Aug 2021 34351974
A Novel Method for Differential Prognosis of Brain Degenerative Diseases Using Radiomics-Based Textural Analysis and Ensemble Learning Classifiers.

We propose a novel approach to develop a computer-aided decision support system for radiologists to ...

Aug 2021 34394708
Application of Pet-CT Fusion Deep Learning Imaging in Precise Radiotherapy of Thyroid Cancer.

This article explores the value of wall F-FDG PET/Cr imaging in the diagnosis of thyroid cancer, stu...

Aug 2021 34413967
Assessment of MRI technologists in acceptance and willingness to integrate artificial intelligence into practice.

INTRODUCTION: The integration of AI in medical imaging has tremendous exponential growth, especially...

Aug 2021 34364784
Residual dense network for medical magnetic resonance images super-resolution.

BACKGROUND AND OBJECTIVE: High-resolution magnetic resonance images (MRI) help experts to localize l...

Aug 2021 34388684
Deep learning for pulmonary embolism detection on computed tomography pulmonary angiogram: a systematic review and meta-analysis.

Computed tomographic pulmonary angiography (CTPA) is the gold standard for pulmonary embolism (PE) d...

Aug 2021 34349191
Deep-learning-based motion correction in optical coherence tomography angiography.

Optical coherence tomography angiography (OCTA) is a widely applied tool to image microvascular netw...

Aug 2021 34288527
Total-Body PET Kinetic Modeling and Potential Opportunities Using Deep Learning.

The uEXPLORER total-body PET/CT system provides a very high level of detection sensitivity and simul...

Aug 2021 34353745
Artificial Intelligence in PET: An Industry Perspective.

Artificial intelligence (AI) has significant potential to positively impact and advance medical imag...

Aug 2021 34353746
Deep Learning Based Capsule Neural Network Model for Breast Cancer Diagnosis Using Mammogram Images.

Breast cancer is a commonly occurring disease in women all over the world. Mammogram is an efficient...

Aug 2021 34338956
Simultaneous brain structure segmentation in magnetic resonance images using deep convolutional neural networks.

In brain magnetic resonance imaging (MRI) examinations, rapidly acquired two-dimensional (2D) T1-wei...

Aug 2021 34338999
[Importance of conventional pancreas imaging: ultrasound, CT, and MRI. Facts and possibilities].

Modern imaging procedures, including CT and MR diagnostics, play a significant role in recognizing, ...

Aug 2021 34614045
A deep learning approach for magnetic resonance fingerprinting: Scaling capabilities and good training practices investigated by simulations.

MR fingerprinting (MRF) is an innovative approach to quantitative MRI. A typical disadvantage of dic...

Aug 2021 34352679
Domain knowledge augmentation of parallel MR image reconstruction using deep learning.

A deep learning (DL) method for accelerated magnetic resonance (MR) imaging is presented that incorp...

Aug 2021 34390918
A deep-learning method using computed tomography scout images for estimating patient body weight.

Body weight is an indispensable parameter for determination of contrast medium dose, appropriate dru...

Aug 2021 34341462
Skills Classification in Cardiac Ultrasound with Temporal Convolution and Domain Knowledge Using a Low-Cost Probe Tracker.

As point-of-care ultrasound (POCUS) becomes more integrated into clinical practice, it is essential ...

Aug 2021 34344562
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review.

Multiple Sclerosis (MS) is a type of brain disease which causes visual, sensory, and motor problems ...

Jul 2021 34358994
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