Articles

Radiomics: the facts and the challenges of image analysis

Radiomics is a complex multi-step process that can be considered as part of the more complex world of Artifical Intelligence (AI). The aim of radiomics is...

Stefania Rizzo

4 years ago

Is there a future for deep learning-based generative models in musculoskeletal radiology?

This article sought to investigate the potential of generative models in the field of MRI of the spine, and did so by performing clinically relevant benchmark...

European Radiology Experimental

4 years ago

Should AI be seen as a threat or an opportunity in medical imaging?

The aim of this narrative review is to take a broader look at the application of Artificial Intelligence (AI), primarily in medical imaging. The authors...

European Radiology Experimental

4 years ago

Can liver fibrosis be staged by deep learning techniques?

This pilot study aims to investigate whether liver fibrosis can be staged by deep learning techniques based on CT images. It included CT examinations of...

European Radiology

4 years ago

Using a multiple classifier system for lesion detection and classification in breast MRI analysis

In breast magnetic resonance imaging (MRI) analysis for lesion detection and classification, radiologists agree that both morphological and dynamic features...

European Radiology Experimental

4 years ago

Prediction of rupture risk in anterior communicating artery aneurysms

This article attempts to predict the rupture risk in anterior communicating artery (ACOM) aneurysms by using a two-layer feed-forward artificial neural...

European Radiology

4 years ago

The Rise of Augmented Radiology as an enabler to achieve Precision Health

The field of medical imaging has witnessed a revolution thanks to the digital transformation, innovation and availability of advanced clinical applications....

ECR 2019 AIX

4 years ago

Convolutional neural networks: an overview and application in radiology

Numerous domains, including radiology, have shown interest in convolutional neural network (CNN) – a class of artificial neural networks that has become...

Insights into Imaging

4 years ago  - 5 minutes read

Treat artificial intelligence as disruptive technology

Radiologists tend to be afraid of artificial intelligence (AI), but they should demystify it and take it for what it is, i.e. disruptive technology, according...

Melisande Rouger

4 years ago

Big data, artificial intelligence, and structured reporting

Imagine you wanted to teach a baby to differentiate a ball from a dog. How would you do that? Intuitively it would make sense to repeatedly point at them...

Daniel Pinto dos Santos

4 years ago