Deep learning is a ground-breaking technology that is revolutionising many research and industrial fields. Generative models are recently gaining interest. Here, we investigate their potential, namely conditional generative adversarial networks, in the field of magnetic resonance imaging (MRI) of the spine, by performing clinically relevant benchmark cases.

Generative models: an upcoming innovation in musculoskeletal radiology? A preliminary test in spine imaging

Costa, Francesco;
2018-01-01

Abstract

Deep learning is a ground-breaking technology that is revolutionising many research and industrial fields. Generative models are recently gaining interest. Here, we investigate their potential, namely conditional generative adversarial networks, in the field of magnetic resonance imaging (MRI) of the spine, by performing clinically relevant benchmark cases.
2018
Lumbar vertebrae
Machine learning (deep learning)
Magnetic resonance imaging
Neural network (computer)
X-rays
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11699/61802
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