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physics.med-ph2020
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction
Javier Montalt-Tordera, Vivek Muthurangu, Andreas Hauptmann +1
Magnetic Resonance Imaging (MRI) plays a vital role in diagnosis, management and monitoring of many diseases. However, it is an inherently slow imaging technique. Over the last 20…
physics.med-ph2020★ 6 cited
Towards accurate quantitative photoacoustic imaging: learning vascular blood oxygen saturation in 3D
Ciaran Bench, Andreas Hauptmann, Ben Cox
Significance: 2D fully convolutional neural networks have been shown capable of producing maps of sO from 2D simulated images of simple tissue models. However, their potential…