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 6175-6195 of 14,465 articles
A geometry-informed deep learning framework for ultra-sparse 3D tomographic image reconstruction.

Deep learning affords enormous opportunities to augment the armamentarium of biomedical imaging. How...

Jun 2022 35715260
Deep Learning Algorithm-Based Ultrasound Image Information in Diagnosis and Treatment of Pernicious Placenta Previa.

This study was to explore the value of the deep dictionary learning algorithm in constructing a B ul...

Jun 2022 35707039
A Prior Knowledge-Guided, Deep Learning-Based Semiautomatic Segmentation for Complex Anatomy on Magnetic Resonance Imaging.

PURPOSE: Despite recent substantial improvement in autosegmentation using deep learning (DL) methods...

Jun 2022 35667525
End-systole and end-diastole detection in short axis cine MRI using a fully convolutional neural network with dilated convolutions.

The correct assessment and characterization of heart anatomy and functionality is usually done throu...

Jun 2022 35689982
⊥-loss: A symmetric loss function for magnetic resonance imaging reconstruction and image registration with deep learning.

Convolutional neural networks (CNNs) are increasingly adopted in medical imaging, e.g., to reconstru...

Jun 2022 35688047
Towards fully automated segmentation of rat cardiac MRI by leveraging deep learning frameworks.

Automated segmentation of human cardiac magnetic resonance datasets has been steadily improving duri...

Jun 2022 35654902
Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks.

Ultrasound imaging is a commonly used technology for visualising patient anatomy in real-time during...

Jun 2022 34962866
Deep Diffusion MRI Registration (DDMReg): A Deep Learning Method for Diffusion MRI Registration.

In this paper, we present a deep learning method, DDMReg, for accurate registration between diffusio...

Jun 2022 34968177
Scan-Specific Generative Neural Network for MRI Super-Resolution Reconstruction.

The interpretation and analysis of Magnetic resonance imaging (MRI) benefit from high spatial resolu...

Jun 2022 35020591
Collaborative Robotic Wire + Arc Additive Manufacture and Sensor-Enabled In-Process Ultrasonic Non-Destructive Evaluation.

The demand for cost-efficient manufacturing of complex metal components has driven research for meta...

May 2022 35684823
Diagnostic accuracy of fluorescence flow-cytometry technology using Sysmex XN-31 for imported malaria in a non-endemic setting.

Malaria diagnosis based on microscopy is impaired by the gradual disappearance of experienced micros...

May 2022 35638753
Application of Imaging Examination Based on Deep Learning in the Diagnosis of Viral Senile Pneumonia.

Medical image classification technology, preferably which is based on the deep learning, is not only...

May 2022 35694707
Ultrasonic Image Feature Analysis under Deep Learning Algorithm to Evaluate the Efficacy of Drug-Coated Balloon for Treatment of Arteriosclerotic Occlusion.

In order to explore the adoption of ultrasonic images under deep learning (DL) algorithm to evaluate...

May 2022 35720043
Robotically performed diagnostic coronary angiography.

OBJECTIVE: This study was performed to investigate the efficacy and safety of robotic diagnostic cor...

May 2022 35621166
Deep learning for dose assessment in radiotherapy by the super-localization of vaporized nanodroplets in high frame rate ultrasound imaging.

External beam radiotherapy is aimed to precisely deliver a high radiation dose to malignancies, whil...

May 2022 35508145
Determinants of implementing of pet robots in nursing homes for dementia care.

BACKGROUND: Pet robots have been employed as viable substitutes to pet therapy in nursing homes. Des...

May 2022 35624435
Nonparametric estimation of the causal effect of a stochastic threshold-based intervention.

Identifying a biomarker or treatment-dose threshold that marks a specified level of risk is an impor...

May 2022 35526218
Intestinal fibrosis classification in patients with Crohn's disease using CT enterography-based deep learning: comparisons with radiomics and radiologists.

OBJECTIVES: Accurate evaluation of bowel fibrosis in patients with Crohn's disease (CD) remains chal...

May 2022 35616733
Browse Categories