Xi Ouyang

According to our database, Xi Ouyang authored at least 41 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Carotid Vessel Wall Segmentation Through Domain Aligner, Topological Learning, and Segment Anything Model for Sparse Annotation in MR Images.

Xibao Li, Xi Ouyang, Jiadong Zhang, Zhongxiang Ding, Yuyao Zhang, Zhong Xue, Feng Shi, Dinggang Shen

IEEE Trans. Medical Imaging, December, 2024

Toward a Comprehensive Evaluation on the Online Methods for Monitoring Transformer Turn-to-Turn Faults.

Xi Ouyang, Quan Zhou, Hujun Shang, Yuping Zheng, Shuyan Pan, Jun Luo

IEEE Trans. Ind. Electron., February, 2024

Generative Medical Segmentation.

Jiayu Huo, Xi Ouyang, Sébastien Ourselin, Rachel Sparks

CoRR, 2024

Exploiting Latent Classes for Medical Image Segmentation from Partially Labeled Datasets.

Xiangyu Zhao, Xi Ouyang, Lichi Zhang, Zhong Xue, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Prompt-Based Segmentation Model of Anatomical Structures and Lesions in CT Images.

Xi Ouyang, Dongdong Gu, Xuejian Li, Wenqi Zhou, Qianqian Chen, Yiqiang Zhan, Xiang Sean Zhou, Feng Shi, Zhong Xue, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution.

Zixu Zhuang, Liping Si, Sheng Wang, Kai Xuan, Xi Ouyang, Yiqiang Zhan, Zhong Xue, Lichi Zhang, Dinggang Shen, Weiwu Yao, Qian Wang

IEEE Trans. Medical Imaging, February, 2023

Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection.

Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Dinggang Shen, Qian Wang

Medical Image Anal., 2023

Learning Better Contrastive View from Radiologist's Gaze.

Sheng Wang, Zixu Zhuang, Xi Ouyang, Lichi Zhang, Zheren Li, Chong Ma, Tianming Liu, Dinggang Shen, Qian Wang

CoRR, 2023

Domain Generalization for Mammographic Image Analysis via Contrastive Learning.

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

CoRR, 2023

ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models.

Sheng Wang, Zihao Zhao, Xi Ouyang, Qian Wang, Dinggang Shen

CoRR, 2023

Analysis of Transformer Winding Deformation and Its Locations With High Probability of Occurrence.

Hujun Shang, Xi Ouyang, Quan Zhou, Junfeng Dai, Jiajia Zheng

IEEE Access, 2023

ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance.

Jiayu Huo, Yang Liu, Xi Ouyang, Alejandro Granados, Sébastien Ourselin, Rachel Sparks

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images.

Wenqi Zhou, Xiao Zhang, Dongdong Gu, Sheng Wang, Jiayu Huo, Rui Zhang, Zhihao Jiang, Feng Shi, Zhong Xue, Yiqiang Zhan, Xi Ouyang, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening.

Jiyuan Liu, Xiao Zhang, Dongdong Gu, Xi Ouyang, Jiadong Zhang, Xuming He, Dinggang Shen, Zhong Xue

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI.

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

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis.

Sheng Wang, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang Shen

IEEE Trans. Medical Imaging, 2022

GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images.

Jintao Lu, Xi Ouyang, Xueda Shen, Tianjiao Liu, Zhiming Cui, Qian Wang, Dinggang Shen

IEEE J. Biomed. Health Informatics, 2022

Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency.

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

Medical Image Anal., 2022

2021

Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis.

Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng

IEEE Trans. Medical Imaging, 2021

Hierarchical pathology screening for cervical abnormality.

Ming Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Dong Luo, Xiangshan Fan, Qian Wang

Comput. Medical Imaging Graph., 2021

Nodule Synthesis and Selection for Augmenting Chest X-ray Nodule Detection.

Zhenrong Shen, Xi Ouyang, Zhuochen Wang, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Self-adversarial Learning for Detection of Clustered Microcalcifications in Mammograms.

Xi Ouyang, Jifei Che, Qitian Chen, Zheren Li, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning.

Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia.

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

IEEE Trans. Medical Imaging, 2020

SAANet: Siamese action-units attention network for improving dynamic facial expression recognition.

Daizong Liu, Xi Ouyang, Shuangjie Xu, Pan Zhou, Kun He, Shiping Wen

Neurocomputing, 2020

mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography.

Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Xuhua Ren, Zhong Xue, Qian Wang, Jie-Zhi Cheng

CoRR, 2020

A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency.

Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Lichi Zhang, Qian Wang

CoRR, 2020

Hierarchical and Robust Pathology Image Reading for High-Throughput Cervical Abnormality Screening.

Ming Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Qian Wang

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

mr²NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography.

Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Zhong Xue, Dinggang Shen, Qian Wang, Jie-Zhi Cheng

Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

Cascaded Networks for Thyroid Nodule Diagnosis from Ultrasound Images.

Xueda Shen, Xi Ouyang, Tianjiao Liu, Dinggang Shen

Proceedings of the Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data, 2020

Identifying Thyroid Nodules in Ultrasound Images Through Segmentation-Guided Discriminative Localization.

Jintao Lu, Xi Ouyang, Tianjiao Liu, Dinggang Shen

Proceedings of the Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data, 2020

A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency.

Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Qian Wang, Dinggang Shen, Lichi Zhang

Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

2019

A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition.

Xi Ouyang, Shuangjie Xu, Chaoyun Zhang, Pan Zhou, Yang Yang, Guanghui Liu, Xuelong Li

IEEE Access, 2019

Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray.

Xi Ouyang, Zhong Xue, Yiqiang Zhan, Xiang Sean Zhou, Qingfeng Wang, Ying Zhou, Qian Wang, Jie-Zhi Cheng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Spatial Pyramid Pooling Mechanism in 3D Convolutional Network for Sentence-Level Classification.

Xi Ouyang, Kang Gu, Pan Zhou

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond.

Xi Ouyang, Yu Cheng, Yifan Jiang, Chun-Liang Li, Pan Zhou

CoRR, 2018

Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection.

Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Choon-Ching Ng, Sugiri Pranata, Shengmei Shen, Junliang Xing

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Audio-visual emotion recognition using deep transfer learning and multiple temporal models.

Xi Ouyang, Shigenori Kawaai, Ester Gue Hua Goh, Shengmei Shen, Wan Ding, Huaiping Ming, Dong-Yan Huang

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network.

Chaoyun Zhang, Xi Ouyang, Paul Patras

Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

2016

DeepSpace: An Online Deep Learning Framework for Mobile Big Data to Understand Human Mobility Patterns.

Xi Ouyang, Chaoyun Zhang, Pan Zhou, Hao Jiang

CoRR, 2016

2015

Sentiment Analysis Using Convolutional Neural Network.

Xi Ouyang, Pan Zhou, Cheng Hua Li, Lijun Liu

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015