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 6049-6069 of 14,465 articles
Artificial Intelligence-Based Feature Analysis of Ultrasound Images of Liver Fibrosis.

Liver fibrosis is a common liver disease that seriously endangers human health. Liver biopsy is the ...

Jul 2022 35942443
A systematic review on the use of artificial intelligence in gynecologic imaging - Background, state of the art, and future directions.

OBJECTIVE: Machine learning, deep learning, and artificial intelligence (AI) are terms that have mad...

Jul 2022 35914978
A Novel Deep Learning Model to Distinguish Malignant Versus Benign Solid Lung Nodules.

BACKGROUND In this study we aimed to establish a new transfer learning model based on noncontrast an...

Jul 2022 35903037
A multitask deep learning approach for pulmonary embolism detection and identification.

Pulmonary embolism (PE) is a blood clot traveling to the lungs and is associated with substantial mo...

Jul 2022 35906477
Tracked 3D ultrasound and deep neural network-based thyroid segmentation reduce interobserver variability in thyroid volumetry.

Thyroid volumetry is crucial in the diagnosis, treatment, and monitoring of thyroid diseases. Howeve...

Jul 2022 35905038
Machine learning and features for the prediction of thermal sensation and comfort using data from field surveys in Cyprus.

Perception can influence individuals' behaviour and attitude affecting responses and compliance to p...

Jul 2022 35895145
An Efficient Multi-Scale Convolutional Neural Network Based Multi-Class Brain MRI Classification for SaMD.

A brain tumor is the growth of abnormal cells in certain brain tissues with a high mortality rate; t...

Jul 2022 35894026
Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain.

Brain-age (BA) estimates based on deep learning are increasingly used as neuroimaging biomarker for ...

Jul 2022 35882272
Unsupervised domain adaptation method for segmenting cross-sectional CCA images.

BACKGROUND AND OBJECTIVES: Automatic vessel segmentation in ultrasound is challenging due to the qua...

Jul 2022 35907375
Ultrasound enhanced butyric acid-lauric acid designer lipid synthesis: Based on artificial neural network and changes in enzymatic structure.

Ultrasound is a green technology for intensifying enzymatic reactions. In this study, an ultrasonic ...

Jul 2022 35908344
Deep Learning-Based Segmentation of Post-Mortem Human's Olfactory Bulb Structures in X-ray Phase-Contrast Tomography.

The human olfactory bulb (OB) has a laminar structure. The segregation of cell populations in the OB...

Jul 2022 35894021
Artificial Intelligence and Cardiovascular Magnetic Resonance Imaging in Myocardial Infarction Patients.

Cardiovascular magnetic resonance (CMR) is an important cardiac imaging tool for assessing the progn...

Jul 2022 35870544
A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images.

Intravascular ultrasound (IVUS) imaging allows direct visualization of the coronary vessel wall and ...

Jul 2022 35861418
EIEN: Endoscopic Image Enhancement Network Based on Retinex Theory.

In recent years, deep convolutional neural network (CNN)-based image enhancement has shown outstandi...

Jul 2022 35891145
Machine learning for multi-parametric breast MRI: radiomics-based approaches for lesion classification.

In the artificial intelligence era, machine learning (ML) techniques have gained more and more impor...

Jul 2022 35772379
Identification of Cardiac Patients Based on the Medical Conditions Using Machine Learning Models.

Chronic diseases are the most severe health concern today, and heart disease is one of them. Coronar...

Jul 2022 35909858
Deep Learning to Predict Neonatal and Infant Brain Age from Myelination on Brain MRI Scans.

Background Assessment of appropriate brain myelination on T1- and T2-weighted MRI scans is based on ...

Jul 2022 35852429
Convolutional Neural Networks in Spinal Magnetic Resonance Imaging: A Systematic Review.

OBJECTIVE: Convolutional neural networks (CNNs) are being increasingly used in the medical field, es...

Jul 2022 35863650
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network.

Morphological and diagnostic evaluation of pediatric musculoskeletal system is crucial in clinical p...

Jul 2022 36207092
Browse Categories