Assessment of deep learning-based reconstruction on T2-weighted and diffusion-weighted prostate MRI image quality

Kang-Lung Lee,Dimitri A. Kessler,Simon Dezonie,Wellington Chishaya, Christopher Shepherd,Bruno Carmo,Martin J. Graves,Tristan Barrett

European journal of radiology（2023）

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摘要

•Application of DLR resulted in significantly higher SNR and CNR with a progressive increase in SNR/CNR with each incremental DLR level applied.•With DLR, acquisition times for T2WI and DWI could be reduced by 33% and 49%, respectively.•The differences between median ADC values from DWI sequences without DLR and with DLR were marginal (0.7–2.2%), yet significant.

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关键词

Deep learning reconstruction,T2-weighted imaging,Diffusion-weighted imaging,Image quality,Prostate

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