Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few In Vivo Data

no code implementations • 26 Jan 2021 • Dicheng Chen, Wanqi Hu, Huiting Liu, Yirong Zhou, Tianyu Qiu, Yihui Huang, Zi Wang, Jiazheng Wang, Liangjie Lin, Zhigang Wu, Hao Chen, Xi Chen, Gen Yan, Di Guo, Jianzhong Lin, Xiaobo Qu

A deep learning model, Refusion Long Short-Term Memory (ReLSTM), was designed to learn the mapping from the low SNR time-domain data (24 SA) to the high SNR one (128 SA).

Denoising

SolarNet: A Deep Learning Framework to Map Solar Power Plants In China From Satellite Imagery

no code implementations • 8 Dec 2019 • Xin Hou, Biao Wang, Wanqi Hu, Lei Yin, Haishan Wu

Renewable energy such as solar power is critical to fight the ever more serious climate change.

Semantic Segmentation