Xi Ouyang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 46

Top Topics

Transfer Learning

Ultrasound Images

Detection Of Clustered Microcalcifications

Top Venues

IEEE Trans. Medical Imaging

Publications

Xi Ouyang, Quan Zhou, Hujun Shang, Yuping Zheng, Shuyan Pan, Jun Luo
Toward a Comprehensive Evaluation on the Online Methods for Monitoring Transformer Turn-to-Turn Faults. IEEE Trans. Ind. Electron. 71 (2) (2024)
Jiayu Huo, Xi Ouyang, Sébastien Ourselin, Rachel Sparks
Generative Medical Segmentation. CoRR (2024)
Jiyuan Liu, Xiao Zhang, Dongdong Gu, Xi Ouyang, Jiadong Zhang, Xuming He, Dinggang Shen, Zhong Xue
Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening. ISBI (2023)
Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Dinggang Shen, Qian Wang
Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection. Medical Image Anal. 84 (2023)
Sheng Wang, Zixu Zhuang, Xi Ouyang, Lichi Zhang, Zheren Li, Chong Ma, Tianming Liu, Dinggang Shen, Qian Wang
Learning Better Contrastive View from Radiologist's Gaze. CoRR (2023)
Wenqi Zhou, Xiao Zhang, Dongdong Gu, Sheng Wang, Jiayu Huo, Rui Zhang, Zhihao Jiang, Feng Shi, Zhong Xue, Yiqiang Zhan, Xi Ouyang, Dinggang Shen
HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images. MICCAI (3) (2023)
Zixu Zhuang, Liping Si, Sheng Wang, Kai Xuan, Xi Ouyang, Yiqiang Zhan, Zhong Xue, Lichi Zhang, Dinggang Shen, Weiwu Yao, Qian Wang
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. IEEE Trans. Medical Imaging 42 (2) (2023)
Jiayu Huo, Yang Liu, Xi Ouyang, Alejandro Granados, Sébastien Ourselin, Rachel Sparks
ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance. MLMI@MICCAI (2) (2023)
Jiayu Huo, Yang Liu, Xi Ouyang, Alejandro Granados, Sébastien Ourselin, Rachel Sparks
ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance. CoRR (2023)
Zheren Li, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Zixu Zhuang, Xiangyu Zhao, Yajia Gu, Zaiyi Liu, Chunling Liu, Dinggang Shen, Jie-Zhi Cheng
Domain Generalization for Mammographic Image Analysis via Contrastive Learning. CoRR (2023)
Sheng Wang, Zihao Zhao, Xi Ouyang, Qian Wang, Dinggang Shen
ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models. CoRR (2023)
Hujun Shang, Xi Ouyang, Quan Zhou, Junfeng Dai, Jiajia Zheng
Analysis of Transformer Winding Deformation and Its Locations With High Probability of Occurrence. IEEE Access 11 (2023)
Xibao Li, Xi Ouyang, Jiadong Zhang, Dongdong Gu, Zehong Cao, Zhongxiang Ding, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Yuyao Zhang, Feng Shi, Dinggang Shen
MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI. ISBI (2023)
Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Qian Wang, Dinggang Shen
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection. CoRR (2022)
Sheng Wang, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang Shen
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis. IEEE Trans. Medical Imaging 41 (7) (2022)
Zixu Zhuang, Liping Si, Sheng Wang, Kai Xuan, Xi Ouyang, Yiqiang Zhan, Zhong Xue, Lichi Zhang, Dinggang Shen, Weiwu Yao, Qian Wang
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. CoRR (2022)
Jintao Lu, Xi Ouyang, Xueda Shen, Tianjiao Liu, Zhiming Cui, Qian Wang, Dinggang Shen
GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Jiayu Huo, Xi Ouyang, Liping Si, Kai Xuan, Sheng Wang, Weiwu Yao, Ying Liu, Jia Xu, Dahong Qian, Zhong Xue, Qian Wang, Dinggang Shen, Lichi Zhang
Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency. Medical Image Anal. 80 (2022)
Sheng Wang, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang Shen
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis. CoRR (2022)
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis. IEEE Trans. Medical Imaging 40 (10) (2021)
Xi Ouyang, Jifei Che, Qitian Chen, Zheren Li, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen
Self-adversarial Learning for Detection of Clustered Microcalcifications in Mammograms. MICCAI (7) (2021)
Zhenrong Shen, Xi Ouyang, Zhuochen Wang, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen
Nodule Synthesis and Selection for Augmenting Chest X-ray Nodule Detection. PRCV (3) (2021)
Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning. MICCAI (7) (2021)
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis. CoRR (2021)
Ming Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Dong Luo, Xiangshan Fan, Qian Wang
Hierarchical pathology screening for cervical abnormality. Comput. Medical Imaging Graph. 89 (2021)
Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning. CoRR (2021)
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Zhong Xue, Dinggang Shen, Qian Wang, Jie-Zhi Cheng
NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography. PRIME@MICCAI (2020)
Daizong Liu, Xi Ouyang, Shuangjie Xu, Pan Zhou, Kun He, Shiping Wen
SAANet: Siamese action-units attention network for improving dynamic facial expression recognition. Neurocomputing 413 (2020)
Xueda Shen, Xi Ouyang, Tianjiao Liu, Dinggang Shen
Cascaded Networks for Thyroid Nodule Diagnosis from Ultrasound Images. MICCAI (Challenges) (2020)
Ming Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Qian Wang
Hierarchical and Robust Pathology Image Reading for High-Throughput Cervical Abnormality Screening. MLMI@MICCAI (2020)
Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Qian Wang, Dinggang Shen, Lichi Zhang
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency. PRIME@MICCAI (2020)
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Xuhua Ren, Zhong Xue, Qian Wang, Jie-Zhi Cheng
mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography. CoRR (2020)
Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Lichi Zhang, Qian Wang
A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency. CoRR (2020)
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen
Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia. IEEE Trans. Medical Imaging 39 (8) (2020)
Jintao Lu, Xi Ouyang, Tianjiao Liu, Dinggang Shen
Identifying Thyroid Nodules in Ultrasound Images Through Segmentation-Guided Discriminative Localization. MICCAI (Challenges) (2020)
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia. CoRR (2020)
Xi Ouyang, Shuangjie Xu, Chaoyun Zhang, Pan Zhou, Yang Yang, Guanghui Liu, Xuelong Li
A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition. IEEE Access 7 (2019)
Xi Ouyang, Zhong Xue, Yiqiang Zhan, Xiang Sean Zhou, Qingfeng Wang, Ying Zhou, Qian Wang, Jie-Zhi Cheng
Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray. MICCAI (6) (2019)
Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Choon-Ching Ng, Sugiri Pranata, Shengmei Shen, Junliang Xing
Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection. CVPR Workshops (2018)
Xi Ouyang, Kang Gu, Pan Zhou
Spatial Pyramid Pooling Mechanism in 3D Convolutional Network for Sentence-Level Classification. IEEE ACM Trans. Audio Speech Lang. Process. 26 (11) (2018)
Xi Ouyang, Yu Cheng, Yifan Jiang, Chun-Liang Li, Pan Zhou
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond. CoRR (2018)
Xi Ouyang, Shigenori Kawaai, Ester Gue Hua Goh, Shengmei Shen, Wan Ding, Huaiping Ming, Dong-Yan Huang
Audio-visual emotion recognition using deep transfer learning and multiple temporal models. ICMI (2017)
Chaoyun Zhang, Xi Ouyang, Paul Patras
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. CoRR (2017)
Chaoyun Zhang, Xi Ouyang, Paul Patras
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. CoNEXT (2017)
Xi Ouyang, Chaoyun Zhang, Pan Zhou, Hao Jiang
DeepSpace: An Online Deep Learning Framework for Mobile Big Data to Understand Human Mobility Patterns. CoRR (2016)
Xi Ouyang, Pan Zhou, Cheng Hua Li, Lijun Liu
Sentiment Analysis Using Convolutional Neural Network. CIT/IUCC/DASC/PICom (2015)