Ran Gu

Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures

Ran Gu, Jingyang Zhang, Guotai Wang et al. · IEEE Transactions on Medical Imaging · 2022 · 56 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +24

PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation

Guotai Wang, Xiangde Luo, Ran Gu et al. · Computer Methods and Programs in Biomedicine · 2023 · 55 citations

Medical Image Segmentation, Image Analysis, Machine Learning +13

CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation

Ran Gu, Guotai Wang, Jiangshan Lu et al. · Medical Image Analysis · 2023 · 54 citations

Image Analysis, Engineering, Medical Imaging +14

UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation

Jianghao Wu, Guotai Wang, Ran Gu et al. · IEEE Transactions on Medical Imaging · 2023 · 40 citations

Artificial Intelligence, Target Domain, Structured Prediction +23

Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss

Wenhui Lei, Haochen Mei, Zhengwentai Sun et al. · Neurocomputing · 2021 · 39 citations

Head-and-neck Ct, Hard-region-weighted Loss, Medical Image Segmentation +13