Highlights
Can structured report data help develop deep learning algorithms?
Training deep learning networks requires large amounts of accurate labels which are usually extracted from reports using natural language processing or by time-consuming manual review. This study aimed to develop and evaluate a workflow for using data from structured...
ESR statement on portable ultrasound devices
This statement presents the potential use of portable US devices and their clinical applications, focusing on decontamination assessment and protocols, while keeping in mind that patient safety must never be compromised. It can also be considered as an addition to the...
Validated imaging biomarkers as decision-making tools in clinical trials and routine practice
This article is a joint effort of the European Imaging Biomarkers ALLiance (EIBALL) and European Society of Radiology (ESR). It reviews the present evidence for the use of biomarkers in clinical settings at various stages of the disease pathway, critically evaluates...
Alternative techniques to gadolinium-based contrast agents in MR neuroimaging
This review discuses non-contrast-enhanced MRI techniques that can be used as alternatives for the use of gadolinium-based contrast agents (GBCAs). The authors included clinical studies on the diagnostic performance and contrast-enhanced MRI methods and described...