Ran Gu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 59

Top Topics

Relative Position

Medical Image Segmentation

Top Venues

IEEE Trans. Medical Imaging

Appl. Math. Comput.

Discret. Appl. Math.

Publications

Ran Gu, Hui Lei, Yongtang Shi, Yiqiao Wang
A note on rainbow-free colorings of uniform hypergraphs. Discret. Appl. Math. 344 (2024)
Jiangshan Lu, Ran Gu, Wenjun Liao, Shichuan Zhang, Huijun Yu, Shaoting Zhang, Guotai Wang
Domain composition and attention network trained with synthesized unlabeled images for generalizable medical image segmentation. Neurocomputing 599 (2024)
Wenhui Lei, Qi Su, Tianyu Jiang, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang, Shaoting Zhang
One-Shot Weakly-Supervised Segmentation in 3D Medical Images. IEEE Trans. Medical Imaging 43 (1) (2024)
Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation. Medical Image Anal. 89 (2023)
Shigui Ma, Yong He, Ran Gu
Low-carbon tourism supply chain network optimisation with vertical and horizontal cooperations. Int. J. Prod. Res. 61 (18) (2023)
Jianghao Wu, Ran Gu, Tao Lu, Shaoting Zhang, Guotai Wang
UPL-TTA: Uncertainty-Aware Pseudo Label Guided Fully Test Time Adaptation for Fetal Brain Segmentation. IPMI (2023)
Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang
Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures. IEEE Trans. Medical Imaging 42 (1) (2023)
Jianghao Wu, Guotai Wang, Ran Gu, Tao Lu, Yinan Chen, Wentao Zhu, Tom Vercauteren, Sébastien Ourselin, Shaoting Zhang
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation. CoRR (2023)
Guotai Wang, Xiangde Luo, Ran Gu, Shuojue Yang, Yijie Qu, Shuwei Zhai, Qianfei Zhao, Kang Li, Shaoting Zhang
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation. Comput. Methods Programs Biomed. 231 (2023)
Jingyang Zhang, Ran Gu, Peng Xue, Mianxin Liu, Hao Zheng, Yefeng Zheng, Lei Ma, Guotai Wang, Lixu Gu
R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites. IEEE Trans. Medical Imaging 42 (9) (2023)
Jianghao Wu, Guotai Wang, Ran Gu, Tao Lu, Yinan Chen, Wentao Zhu, Tom Vercauteren, Sébastien Ourselin, Shaoting Zhang
UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation. IEEE Trans. Medical Imaging 42 (12) (2023)
Ran Gu, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Xiaofan Zhang, Guotai Wang, Shaoting Zhang
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation. CoRR (2022)
Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures. CoRR (2022)
Ran Gu, Hui Lei, Yuejian Peng, Yongtang Shi
Maximisers of the hypergraph Lagrangian outside the principal range. Appl. Math. Comput. 434 (2022)
Jianghao Wu, Ran Gu, Guiming Dong, Guotai Wang, Shaoting Zhang
FPL-UDA: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for Vestibular Schwannoma Segmentation. ISBI (2022)
Jingyang Zhang, Peng Xue, Ran Gu, Yuning Gu, Mianxin Liu, Yongsheng Pan, Zhiming Cui, Jiawei Huang, Lei Ma, Dinggang Shen
Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites. MICCAI (5) (2022)
Ran Gu, Xiaofeng Gu, Yongtang Shi, Hua Wang
ℓ $\ell $ -Connectivity and ℓ $\ell $ -edge-connectivity of random graphs. J. Graph Theory 101 (1) (2022)
Ran Gu, Hui Lei, Yongtang Shi
On k-uniform random hypergraphs without generalized fans. Discret. Appl. Math. 306 (2022)
Jingyang Zhang, Peng Xue, Ran Gu, Yuning Gu, Mianxin Liu, Yongsheng Pan, Zhiming Cui, Jiawei Huang, Lei Ma, Dinggang Shen
Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites. CoRR (2022)
Ran Gu, Gregory Z. Gutin, Shasha Li, Yongtang Shi, Zhenyu Taoqiu
Smallest number of vertices in a 2-arc-strong digraph without good pairs. Theor. Comput. Sci. 936 (2022)
Guotai Wang, Xiangde Luo, Ran Gu, Shuojue Yang, Yijie Qu, Shuwei Zhai, Qianfei Zhao, Kang Li, Shaoting Zhang
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation. CoRR (2022)
Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation. CoRR (2022)
Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang
Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss. CoRR (2021)
Haochen Mei, Wenhui Lei, Ran Gu, Shan Ye, Zhengwentai Sun, Shichuan Zhang, Guotai Wang
Automatic segmentation of gross target volume of nasopharynx cancer using ensemble of multiscale deep neural networks with spatial attention. Neurocomputing 438 (2021)
Ran Gu, Jingyang Zhang, Rui Huang, Wenhui Lei, Guotai Wang, Shaoting Zhang
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation. CoRR (2021)
Haochen Mei, Wenhui Lei, Ran Gu, Shan Ye, Zhengwentai Sun, Shichuan Zhang, Guotai Wang
Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention. CoRR (2021)
Shigui Ma, Yong He, Ran Gu
Dynamic generic and brand advertising decisions under supply disruption. Int. J. Prod. Res. 59 (1) (2021)
Jiangshan Lu, Wenhui Lei, Ran Gu, Guotai Wang
Priori and Posteriori Attention for Generalizing Head and Neck Tumors Segmentation. HECKTOR@MICCAI (2021)
Jingyang Zhang, Ran Gu, Guotai Wang, Hongzhi Xie, Lixu Gu
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation. ISBI (2021)
Wenhui Lei, Qi Su, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang, Shaoting Zhang
One-shot Weakly-Supervised Segmentation in Medical Images. CoRR (2021)
Wenhui Lei, Wei Xu, Ran Gu, Hao Fu, Shaoting Zhang, Shichuan Zhang, Guotai Wang
Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images. MICCAI (2) (2021)
Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation. IEEE Trans. Medical Imaging 40 (2) (2021)
Jingyang Zhang, Ran Gu, Guotai Wang, Lixu Gu
Comprehensive Importance-Based Selective Regularization for Continual Segmentation Across Multiple Sites. MICCAI (1) (2021)
Jingyang Zhang, Ran Gu, Guotai Wang, Hongzhi Xie, Lixu Gu
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation. CoRR (2021)
Ran Gu
Analysis on the Construction of Diversified Innovation and Entrepreneurship Education Mode in Colleges under the Background of "Internet +". ICISCAE (ACM) (2021)
Ran Gu, Yongtang Shi, Neng Fan
Mixed connectivity properties of random graphs and some special graphs. J. Comb. Optim. 42 (3) (2021)
Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang
Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss. Neurocomputing 442 (2021)
Ran Gu, Qiang Du, Simon J. L. Billinge
A fast two-stage algorithm for non-negative matrix factorization in streaming data. CoRR (2021)
Ran Gu, Gregory Z. Gutin, Shasha Li, Yongtang Shi, Zhenyu Taoqiu
The Smallest Number of Vertices in a 2-Arc-Strong Digraph Without Pair of Arc-Disjoint In- and Out-Branchings. COCOA (2021)
Ran Gu, Jingyang Zhang, Rui Huang, Wenhui Lei, Guotai Wang, Shaoting Zhang
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation. MICCAI (3) (2021)
Ran Gu, Xueliang Li
Conflict-free connection number of random graphs. Discret. Appl. Math. 283 (2020)
Chia-Hao Liu, Christopher J. Wright, Ran Gu, Sasaank Bandi, Allison Wustrow, Paul K. Todd, Daniel O'Nolan, Michelle L. Beauvais, James R. Neilson, Peter J. Chupas, Karena W. Chapman, Simon J. L. Billinge
Validation of non-negative matrix factorization for assessment of atomic pair-distribution function (PDF) data in a real-time streaming context. CoRR (2020)
Ran Gu, Jiaao Li, Yongtang Shi
Anti-Ramsey Numbers of Paths and Cycles in Hypergraphs. SIAM J. Discret. Math. 34 (1) (2020)
Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation. CoRR (2020)
Ran Gu, Yaping Mao, Guoju Ye
Note on matching preclusion number of random graphs. Theor. Comput. Sci. 833 (2020)
Shuwei Zhai, Ran Gu, Wenhui Lei, Guotai Wang
Myocardial Edema and Scar Segmentation Using a Coarse-to-Fine Framework with Weighted Ensemble. MyoPS@MICCAI (2020)
Wenhui Lei, Wei Xu, Ran Gu, Hao Fu, Shaoting Zhang, Guotai Wang
One-Shot Object Localization in Medical Images based on Relative Position Regression. CoRR (2020)
Ran Gu, Hong-Jian Lai, Yanting Liang, Zhengke Miao, Meng Zhang
Collapsible subgraphs of a 4-edge-connected graph. Discret. Appl. Math. 260 (2019)
Carlos Vidal, Oliver Gross, Ran Gu, Phillip J. Kollmeyer, Ali Emadi
xEV Li-Ion Battery Low-Temperature Effects - Review. IEEE Trans. Veh. Technol. 68 (5) (2019)
Shigui Ma, Yong He, Ran Gu, Sijie Li
Feedback Equilibrium for Dynamic Competitive and Cooperative Advertising. KES (2019)
Ran Gu, Bo Deng, Rui Li
Note on directed proper connection number of a random graph. Appl. Math. Comput. 361 (2019)
Wenhui Lei, Huan Wang, Ran Gu, Shichuan Zhang, Shaoting Zhang, Guotai Wang
DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
Ran Gu, Rui Li
On extremal hypergraphs for forests of tight paths. Appl. Math. Comput. 325 (2018)
Ran Gu, Xueliang Li, Zhongmei Qin, Yongtang Shi, Kang Yang
Non-jumping numbers for 5-uniform hypergraphs. Appl. Math. Comput. 317 (2018)
Huan Wang, Ran Gu, Zhongyu Li
Automated Segmentation of Intervertebral Disc Using Fully Dilated Separable Deep Neural Networks. CSI@MICCAI (2018)
Ran Gu, Yongtang Shi, Neng Fan
Mixed Connectivity of Random Graphs. COCOA (1) (2017)
Ran Gu, Xueliang Li, Zhongmei Qin
Proper connection number of random graphs. Theor. Comput. Sci. 609 (2016)
Pawel Malysz, Jin Ye, Ran Gu, Hong Yang, Ali Emadi
Battery State-of-Power Peak Current Calculation and Verification Using an Asymmetric Parameter Equivalent Circuit Model. IEEE Trans. Veh. Technol. 65 (6) (2016)
Ran Gu, Xueliang Li, Yuejian Peng, Yongtang Shi
Some Motzkin-Straus type results for non-uniform hypergraphs. J. Comb. Optim. 31 (1) (2016)
Yan Qiao, Xuesong Qiu, Luoming Meng, Ran Gu
Efficient Loss Inference Algorithm Using Unicast End-to-End Measurements. J. Netw. Syst. Manag. 21 (2) (2013)
Ran Gu, Yan Qiao, Xuesong Qiu
Non-stationary link inference and localization in communication networks. ISCC (2012)
Yan Qiao, Guanjue Wang, Xuesong Qiu, Ran Gu
Network loss tomography using link independence. ISCC (2012)
Ke Xu, Jianzhong Zhou, Yongchuan Zhang, Ran Gu
Differential evolution based on ε-domination and orthogonal design method for power environmentally-friendly dispatch. Expert Syst. Appl. 39 (4) (2012)
Ke Xu, Jianzhong Zhou, Ran Gu, Hui Qin
Approach for aggregating interval-valued intuitionistic fuzzy information and its application to reservoir operation. Expert Syst. Appl. 38 (7) (2011)
Ke Xu, Jianzhong Zhou, Ran Gu, Hui Qin
The Compound Consistency Induced Ordered Weighted Averaging operator and its application to reservoir operation. FSKD (2010)
Ke Xu, Jianzhong Zhou, Ran Gu, Hui Qin
Decision-Making for Ecological Reservoir Operation Based on Lamda Fuzzy Measures. FSKD (4) (2009)