Cheng Ouyang

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss

Qi Dou, Cheng Ouyang, Cheng Chen et al. · 2018 · 325 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +23

PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation

Qi Dou, Cheng Ouyang, Cheng Chen et al. · IEEE Access · 2019 · 199 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +18

Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge

Xiahai Zhuang, Jiahang Xu, Xinzhe Luo et al. · Medical Image Analysis · 2022 · 88 citations

Engineering, Health Sciences, Medical Imaging +12

Enhancing MR image segmentation with realistic adversarial data augmentation

Chen Chen, Chen Qin, Cheng Ouyang et al. · Medical Image Analysis · 2022 · 59 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +20

PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation

Qi Dou, Cheng Ouyang, Cheng Chen et al. · arXiv (Cornell University) · 2018 · 45 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +19