Radiology

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

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Design and evaluation of vascular interventional robot system for complex coronary artery lesions.

At present, most vascular intervention robots cannot cope with the more common coronary complex lesi...

Jan 2023 36705768
Simulation-to-real generalization for deep-learning-based refraction-corrected ultrasound tomography image reconstruction.

. The image reconstruction of ultrasound computed tomography is computationally expensive with conve...

Jan 2023 36577143
Auto-segmentation of the tibia and femur from knee MR images via deep learning and its application to cartilage strain and recovery.

The ability to efficiently and reproducibly generate subject-specific 3D models of bone and soft tis...

Jan 2023 36791514
Effect of Contrast Level and Image Format on a Deep Learning Algorithm for the Detection of Pneumothorax with Chest Radiography.

Under the black-box nature in the deep learning model, it is uncertain how the change in contrast le...

Jan 2023 36698035
Can MRI Be Used as a Sensor to Record Neural Activity?

Magnetic resonance provides exquisite anatomical images and functional MRI monitors physiological ac...

Jan 2023 36772381
CNN-RNN Network Integration for the Diagnosis of COVID-19 Using Chest X-ray and CT Images.

The 2019 coronavirus disease (COVID-19) has rapidly spread across the globe. It is crucial to identi...

Jan 2023 36772394
Deep learning-based attenuation map generation with simultaneously reconstructed PET activity and attenuation and low-dose application.

. In PET/CT imaging, CT is used for positron emission tomography (PET) attenuation correction (AC). ...

Jan 2023 36584395
Application of Artificial Intelligence in Anatomical Structure Recognition of Standard Section of Fetal Heart.

Congenital heart defect (CHD) refers to the overall structural abnormality of the heart or large blo...

Jan 2023 36733613
Development of a remote-control system for catheterization capable of high-speed force feedback.

PURPOSE: There is a growing interest in minimally invasive surgery as interventional radiology (IVR)...

Jan 2023 36689147
Imaging-derived biomarkers in Asthma: Current status and future perspectives.

Asthma is a common disorder affecting around 315 million individuals worldwide. The heterogeneity of...

Jan 2023 36702169
MRI-based brain tumor detection using convolutional deep learning methods and chosen machine learning techniques.

BACKGROUND: Detecting brain tumors in their early stages is crucial. Brain tumors are classified by ...

Jan 2023 36691030
Application of deep learning algorithms in automatic sonographic localization and segmentation of the median nerve: A systematic review and meta-analysis.

OBJECTIVE: High-resolution ultrasound is an emerging tool for diagnosing carpal tunnel syndrome caus...

Jan 2023 36868687
Machine learning-based approach reveals essential features for simplified TSPO PET quantification in ischemic stroke patients.

INTRODUCTION: Neuroinflammation evaluation after acute ischemic stroke is a promising option for sel...

Jan 2023 36682921
Ultra-Attention: Automatic Recognition of Liver Ultrasound Standard Sections Based on Visual Attention Perception Structures.

Acquisition of a standard section is a prerequisite for ultrasound diagnosis. For a long time, there...

Jan 2023 36681610
Prediction of pathologic complete response to neoadjuvant systemic therapy in triple negative breast cancer using deep learning on multiparametric MRI.

Triple-negative breast cancer (TNBC) is an aggressive subtype of breast cancer. Neoadjuvant systemic...

Jan 2023 36670144
Deeper neural network models better reflect how humans cope with contrast variation in object recognition.

Visual inputs are far from ideal in everyday situations such as in the fog where the contrasts of in...

Jan 2023 36681154
Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat).

Diffusion MRI is a useful neuroimaging tool for non-invasive mapping of human brain microstructure a...

Jan 2023 36867912
Deep Learning for Differentiation of Breast Masses Detected by Screening Ultrasound Elastography.

Recently, deep learning using convolutional neural networks (CNNs) has yielded consistent results in...

Jan 2023 36681608
Artificial intelligence in radiology: trainees want more.

AIM: To understand the attitudes of UK radiology trainees towards artificial intelligence (AI) in Ra...

Jan 2023 36746724
The predictive value of deep learning-based cardiac ultrasound flow imaging for hypertrophic cardiomyopathy complicating arrhythmias.

OBJECTIVE: To investigate the predictive value of deep learning-based cardiac ultrasound flow imagin...

Jan 2023 36658623
Image Noise Removal in Ultrasound Breast Images Based on Hybrid Deep Learning Technique.

Rapid improvements in ultrasound imaging technology have made it much more useful for screening and ...

Jan 2023 36772207
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