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Abstract #0950

New Denoising Neural Network for Diffusion Tensor Imaging Signal-to-Noise Ratio Enhancement

Po-Ting Chen1, Tzu-Yi Wang1, and Jyh-Horng Chen1
1National Taiwan University, Taipei, Taiwan

Synopsis

本研究提出了一種新的神經網絡模型來提高 DTI 圖像的信噪比。從實驗結果來看,我們成功地將圖像的 SNR 提高了 3 倍,相當於減少了 9 倍的掃描時間。這將改善因信噪比不足而導致的 DTI 分析困難。

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Keywords