Wenqi Huang

PHD Student at Technical University of Munich

Munich, Bavaria, Germany
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Summary

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Senior
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Top School
Wenqi Huang is a PhD student at the Technical University of Munich focusing on deep learning for MRI reconstruction and medical image processing, with a decade of research and engineering experience. Her work blends model-based priors—low-rankness and sparsity—with modern neural networks to boost dynamic MRI reconstruction quality, reflecting a strong foundation from her Master's at SIAT/CAS. She has complemented academic research with industry exposure at Siemens Healthineers and an international stint as a visiting researcher at Stanford, bringing practical problem-solving to translational imaging challenges. Based in Munich, Wenqi combines rigorous pattern-recognition training with hands-on implementation, often bridging theory and application in reproducible code and prototypes.
code10 years of coding experience
bookMaster's degree, Pattern Recognition and Machine Intelligence, 3.6/4.0, Master's degree, Pattern Recognition and Machine Intelligence, 3.6/4.0 at University of Chinese Academy of Sciences
bookBachelor of Engineering - BE, Information Engineering, 3.8/4.0, Bachelor of Engineering - BE, Information Engineering, 3.8/4.0 at Soochow University (CN)
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Github Skills (28)

python8
activation-function7
imaging7
machine-learning7
gpu7
deep-learning7
mri7
vscode6
fourier-transform6
neural-network5
numpy5
visual-studio-code4
pytorch4
docker4
visual-studio4

Programming languages (4)

DockerfileC++Jupyter NotebookPython

Github contributions (5)

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This the code repository for paper "Deep Low-rank plus Sparse Network for Dynamic MR Imaging".
Contributions:11 commits, 3 PRs, 6 pushes in 7 months
imaging
Academic personal websites
Contributions:40 pushes in 3 years
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