Radiology

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

14,465 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 5860-5880 of 14,465 articles
Current Applications of Robot-Assisted Ultrasound Examination.

Despite advances in miniaturization and automation, the need for expert acquisition of a full echoca...

Oct 2022 36648034
SurvivalCNN: A deep learning-based method for gastric cancer survival prediction using radiological imaging data and clinicopathological variables.

Radiological images have shown promising effects in patient prognostication. Deep learning provides ...

Oct 2022 36462894
Towards Image Guided Magnetic Resonance Elastography via Active Driver Positioning Robot.

UNLABELLED: Magnetic Resonance Elastography (MRE) is a developing imaging technique that enables non...

Oct 2022 35439122
Ultrasound Shear Wave Elasticity Imaging With Spatio-Temporal Deep Learning.

Ultrasound shear wave elasticity imaging is a valuable tool for quantifying the elastic properties o...

Oct 2022 35439123
The application of artificial intelligence to support biliary atresia screening by ultrasound images: A study based on deep learning models.

PURPOSE: Early confirmation or ruling out biliary atresia (BA) is essential for infants with delayed...

Oct 2022 36260613
Functional magnetic resonance imaging, deep learning, and Alzheimer's disease: A systematic review.

Alzheimer's disease (AD) is currently diagnosed using a mixture of psychological tests and clinical ...

Oct 2022 36257926
Application of a convolutional neural network to the quality control of MRI defacing.

Large-scale neuroimaging datasets present unique challenges for automated processing pipelines. Moti...

Oct 2022 36327884
Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports.

BACKGROUND: Cardiac magnetic resonance (CMR) imaging is important for diagnosis and risk stratificat...

Oct 2022 36258218
Small Low-Contrast Target Detection: Data-Driven Spatiotemporal Feature Fusion and Implementation.

Detecting small low-contrast targets in the airspace is an essential and challenging task. This arti...

Oct 2022 34029202
A Machine Learning Applied Diagnosis Method for Subcutaneous Cyst by Ultrasonography.

For decades, ultrasound images have been widely used in the detection of various diseases due to the...

Oct 2022 36299601
Multiple Sclerosis Diagnosis Using Machine Learning and Deep Learning: Challenges and Opportunities.

Multiple Sclerosis (MS) is a disease that impacts the central nervous system (CNS), which can lead t...

Oct 2022 36298206
Deep Transfer Learning for COVID-19 Detection and Lesion Recognition Using Chest CT Images.

Starting from December 2019, the global pandemic of coronavirus disease 2019 (COVID-19) is continuou...

Oct 2022 36285284
Deep Learning Approach for Diagnosing Early Osteonecrosis of the Femoral Head Based on Magnetic Resonance Imaging.

BACKGROUND: The diagnosis of early osteonecrosis of the femoral head (ONFH) based on magnetic resona...

Oct 2022 36243276
The transformational potential of molecular radiomics.

Conventional radiomics in nuclear medicine involve hand-crafted and computer-assisted regions of int...

Oct 2022 36238997
Breast cancer detection and classification in mammogram using a three-stage deep learning framework based on PAA algorithm.

In recent years, deep learning has been used to develop an automatic breast cancer detection and cla...

Oct 2022 36462904
Virtual coil augmentation for MR coil extrapoltion via deep learning.

Magnetic resonance imaging (MRI) is a widely used medical imaging modality. However, due to the limi...

Oct 2022 36241031
Ovarian tumor diagnosis using deep convolutional neural networks and a denoising convolutional autoencoder.

Discrimination of ovarian tumors is necessary for proper treatment. In this study, we developed a co...

Oct 2022 36220853
Prediction Model of Residual Neural Network for Pathological Confirmed Lymph Node Metastasis of Ovarian Cancer.

PURPOSE: We want to develop a model for predicting lymph node status based on positron emission comp...

Oct 2022 36267845
Automated Diagnosis of COVID-19 Using Deep Supervised Autoencoder With Multi-View Features From CT Images.

Accurate and rapid diagnosis of coronavirus disease 2019 (COVID-19) from chest CT scans is of great ...

Oct 2022 34351863
Browse Categories