DeepPrep: An accelerated, scalable, and robust pipeline for neuroimaging preprocessing empowered by deep learning
Jianxun Ren, Ning An, Lin Cong, Youjia Zhang, Zhenyu Sun, Wei Zhang, Shiyi Li, Ning Guo, Weigang Cui, Qingyu Hu, Weiwei Wang, Xuehai Wu, Yinyan Wang, Tao Jiang, Theodore Daniel Satterthwaite, , Hesheng Liu
DeepPrep accelerates neuroimaging preprocessing by 11-fold using deep learning, outperforming current state-of-the-art methods in scalability and robustness.
Nature Methods · Feb 6, 2025Peer-reviewedNeuroscience