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05/18/2023
BlindHarmony: "Blind" Harmonization for MR Images via Flow model
In MRI, images of the same contrast (e.g., T1) from the same subject can...
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08/16/2022
Coil2Coil: Self-supervised MR image denoising using phased-array coil images
Denoising of magnetic resonance images is beneficial in improving the qu...
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05/07/2021
DeepRF: Deep Reinforcement Learning Designed RadioFrequency Waveform in MRI
A carefully engineered radiofrequency (RF) pulse plays a key role in a n...
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02/04/2021
DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues
In MRI, deep neural networks have been proposed to reconstruct diffusion...
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09/29/2020
Machine-Learning Approach to Analyze the Status of Forklift Vehicles with Irregular Movement in a Shipyard
In large shipyards, the management of equipment, which are used for buil...
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12/19/2019
Deep Reinforcement Learning Designed RF Pulse: DeepRF_SLR
A novel approach of applying deep reinforcement learning to an RF pulse ...
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09/30/2019