Mingxuan Gu

Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation

Sulaiman Vesal, Mingxuan Gu, Ronak Kosti et al. · IEEE Transactions on Medical Imaging · 2021 · 45 citations

Medical Image Segmentation, Engineering, Machine Learning +24

Ultralow‐parameter denoising: Trainable bilateral filter layers in computed tomography

Fabian Wagner, Mareike Thies, Mingxuan Gu et al. · Medical Physics · 2022 · 27 citations · Full text

Trainable joint bilateral filters for enhanced prediction stability in low-dose CT

Fabian Wagner, Mareike Thies, Felix Denzinger et al. · Scientific Reports · 2022 · 20 citations · Full text

Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification

Sulaiman Vesal, Mingxuan Gu, Andreas Maier et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 17 citations · Full text

Calibration by differentiation – Self‐supervised calibration for X‐ray microscopy using a differentiable cone‐beam reconstruction operator

Mareike Thies, Fabian Wagner, Yixing Huang et al. · Journal of Microscopy · 2022 · 11 citations · Full text

Image Reconstruction, Engineering, Microscopy +18