convolutional neural network

Application of deep learning to improve image quality and reduce scan time

In this study, the image quality and diagnostic performance of conventional motion-corrected periodically rotated overlapping parallel line with enhanced...

European Radiology

2 months ago

Application of deep learning to improve image quality and reduce scan time

Evaluation of a CTA-based convolutional neural network for infarct volume prediction in anterior cerebral circulation ischaemic stroke

The authors of this study aimed to determine the efficacy of a convolutional neural network (CNN) in final infarct volume prediction from computed tomography...

European Radiology Experimental

1 year ago

Evaluation of a CTA-based convolutional neural network for infarct volume prediction in anterior cerebral circulation ischaemic stroke

Fully automated pelvic bone segmentation in multiparametric MRI using a 3D convolutional neural network

The accurate skeleton segmentation with their semantic labels represents the initial step to achieve accurate prostate cancer bone metastases detection on DWI...

Xiaoying Wang

2 years ago

Fully automated pelvic bone segmentation in multiparametric MRI using a 3D convolutional neural network

Deep learning workflow in radiology: how to get started

In the past decade, deep learning architectures, which essentially consist of neural networks with numerous layers, have emerged as a dominant class of...

An Tang

3 years ago

Deep learning workflow in radiology: how to get started

Welcome to the blog on Artificial Intelligence of the European Society of Radiology

This blog aims at bringing educational and critical perspectives on AI to readers. It should help imaging professionals to learn and keep up to date with the technologies being developed in this rapidly evolving field.

Application of deep learning to improve image quality and reduce scan time

Evaluation of a CTA-based convolutional neural network for infarct volume prediction in anterior cerebral circulation ischaemic stroke

Fully automated pelvic bone segmentation in multiparametric MRI using a 3D convolutional neural network

Deep learning workflow in radiology: how to get started

Welcome to the blog on Artificial Intelligence of the European Society of Radiology

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