Radiology

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

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Deep Learning-Based 3D Segmentation of True Lumen, False Lumen, and False Lumen Thrombosis in Type-B Aortic Dissection.

Patients with initially uncomplicated typeB aortic dissection (uTBAD) remain at high risk for develo...

Nov 2021 34892087
Automatic Deep Learning Segmentation and Quantification of Epicardial Adipose Tissue in Non-Contrast Cardiac CT scans.

An Automatic deep learning semantic segmentation (ADLS) using DeepLab-v3-plus technique is proposed ...

Nov 2021 34892093
Deep learning in resting-state fMRI.

Modeling the rich, dynamic spatiotemporal variations captured by human brain functional magnetic res...

Nov 2021 34892099
Ultrasound Image Quality Evaluation using a Structural Similarity Based Autoencoder.

Ultrasound (US) imaging is a widely used clinical technique that requires extensive training to use ...

Nov 2021 34892108
End to End Unsupervised Rigid Medical Image Registration by Using Convolutional Neural Networks.

In this paper, we focus on the issue of rigid medical image registration using deep learning. Under ...

Nov 2021 34892122
Retrospective Detection and Suppression of Dark-Rim Artifacts in First-Pass Perfusion Cardiac MRI Enabled by Deep Learning.

The dark-rim artifact (DRA) remains an important challenge in the routine clinical use of first-pass...

Nov 2021 34892125
Development of a deep learning method for CT-free correction for an ultra-long axial field of view PET scanner.

INTRODUCTION: The possibility of low-dose positron emission tomography (PET) imaging using high sens...

Nov 2021 34892133
A Virtual Scanning Framework for Robotic Spinal Sonography with Automatic Real-time Recognition of Standard Views.

Ultrasound (US) imaging is widely used to assist in the diagnosis and intervention of the spine, but...

Nov 2021 34892234
Design and Performance Evaluation of a Novel Vascular Robotic System for Complex Percutaneous Coronary Interventions.

The robotic-assisted percutaneous coronary intervention is an emerging technology with great potenti...

Nov 2021 34892257
Analysis of Human Head Motion and Robotic Compensation for PET Imaging Studies.

Functional medical imaging systems can provide insights into brain activity during various tasks, bu...

Nov 2021 34892292
Kinematics Constraint Modeling for Flexible Robots based on Deep Learning.

Application of flexible robotic systems and teleoperated control recently used in minimally invasive...

Nov 2021 34892316
Training, Validation, and Test of Deep Learning Models for Classification of Receptor Expressions in Breast Cancers From Mammograms.

PURPOSE: The molecular subtype of breast cancer is an important component of establishing the approp...

Nov 2021 34994603
Emerging artificial intelligence applications in liver magnetic resonance imaging.

Chronic liver diseases (CLDs) are becoming increasingly more prevalent in modern society. The use of...

Oct 2021 34790009
Factors determining generalization in deep learning models for scoring COVID-CT images.

The COVID-19 pandemic has inspired unprecedented data collection and computer vision modelling effor...

Oct 2021 34814345
Latest Advances in Robot-Assisted Knee Arthroplasty.

In the longstanding pursuit of improving alignment and functional outcome in knee arthroplasty, tech...

Oct 2021 34699601
Obesity as a Risk Factor for Accelerated Brain Ageing in First-Episode Psychosis-A Longitudinal Study.

BACKGROUND: Obesity is highly prevalent in schizophrenia, with implications for psychiatric prognosi...

Oct 2021 34080013
Detection and characterization of COVID-19 findings in chest CT: Feasibility and applicability of an AI-based software tool.

The COVID-19 pandemic has challenged institutions' diagnostic processes worldwide. The aim of this s...

Oct 2021 34731126
PULMONARY NODULE DETECTION IN CHEST CT USING A DEEP LEARNING-BASED RECONSTRUCTION ALGORITHM.

This study's aim was to assess whether deep learning image reconstruction (DLIR) techniques are non-...

Oct 2021 33723584
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