Xiaohuan Cao

According to our database, Xiaohuan Cao authored at least 52 papers between 2016 and 2024.

Collaborative distances:

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

2024

Structure-Aware Registration Network for Liver DCE-CT Images.

Peng Xue, Jingyang Zhang, Lei Ma, Mianxin Liu, Yuning Gu, Jiawei Huang, Feihong Liu, Yongsheng Pan, Xiaohuan Cao, Dinggang Shen

IEEE J. Biomed. Health Informatics, April, 2024

Detail-preserving image warping by enforcing smooth image sampling.

Qingrui Sha, Kaicong Sun, Caiwen Jiang, Mingze Xu, Zhong Xue, Xiaohuan Cao, Dinggang Shen

Neural Networks, 2024

SDF-Net: A Hybrid Detection Network for Mediastinal Lymph Node Detection on Contrast CT Images.

Jiuli Xiong, Lanzhuju Mei, Jiameng Liu, Dinggang Shen, Zhong Xue, Xiaohuan Cao

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Hierarchical Symmetric Normalization Registration Using Deformation-Inverse Network.

Qingrui Sha, Kaicong Sun, Mingze Xu, Yonghao Li, Zhong Xue, Xiaohuan Cao, Dinggang Shen

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

2023

TaG-Net: Topology-Aware Graph Network for Centerline-Based Vessel Labeling.

Linlin Yao, Feng Shi, Sheng Wang, Xiao Zhang, Zhong Xue, Xiaohuan Cao, Yiqiang Zhan, Lizhou Chen, Yuntian Chen, Bin Song, Qian Wang, Dinggang Shen

IEEE Trans. Medical Imaging, November, 2023

A Bone Lesion Identification Network (BLIN) in CT Images with Weakly Supervised Learning.

Kehao Deng, Bin Wang, Shanshan Ma, Zhong Xue, Xiaohuan Cao

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

2022

A Meta Path Based Method for Entity Set Expansion in Knowledge Graph.

Yuyan Zheng, Chuan Shi, Xiaohuan Cao, Xiaoli Li, Bin Wu

IEEE Trans. Big Data, 2022

Evaluation of an automated intracranial aneurysm detection and rupture analysis approach using cascade detection and classification networks.

Ke Wu, Dongdong Gu, Peihong Qi, Xiaohuan Cao, Dijia Wu, Lei Chen, Guoxiang Qu, Jiayu Wang, Xianpan Pan, Xuechun Wang, Yuntian Chen, Lizhou Chen, Zhong Xue, Jinhao Lyu

Comput. Medical Imaging Graph., 2022

Semantic-Aware Registration with Weakly-Supervised Learning.

Zhan Jin, Peng Xue, Yuyao Zhang, Xiaohuan Cao, Dinggang Shen

Proceedings of the Cancer Prevention Through Early Detection, 2022

Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors.

Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images.

Kelei He, Chunfeng Lian, Bing Zhang, Xin Zhang, Xiaohuan Cao, Dong Nie, Yang Gao, Junfeng Zhang, Dinggang Shen

IEEE Trans. Medical Imaging, 2021

Entity set expansion in knowledge graph: a heterogeneous information network perspective.

Chuan Shi, Jiayu Ding, Xiaohuan Cao, Linmei Hu, Bin Wu, Xiaoli Li

Frontiers Comput. Sci., 2021

A cascade-network framework for integrated registration of liver DCE-MR images.

Lijun Qian, Qing Zhou, Xiaohuan Cao, Wenjun Shen, Shiteng Suo, Shanshan Ma, Guoxiang Qu, Xuhua Gong, Yunqi Yan, Jianrong Xu, Luan Jiang

Comput. Medical Imaging Graph., 2021

A consistent deep registration network with group data modeling.

Dongdong Gu, Guocai Liu, Xiaohuan Cao, Zhong Xue, Dinggang Shen

Comput. Medical Imaging Graph., 2021

An artificial-intelligence lung imaging analysis system (ALIAS) for population-based nodule computing in CT scans.

Liyun Chen, Dongdong Gu, Yanbo Chen, Ying Shao, Xiaohuan Cao, Guocai Liu, Yaozong Gao, Qian Wang, Dinggang Shen

Comput. Medical Imaging Graph., 2021

Computing infection distributions and longitudinal evolution patterns in lung CT images.

Dongdong Gu, Liyun Chen, Fei Shan, Liming Xia, Jun Liu, Zhanhao Mo, Fuhua Yan, Bin Song, Yaozong Gao, Xiaohuan Cao, Yanbo Chen, Ying Shao, Miaofei Han, Bin Wang, Guocai Liu, Qian Wang, Feng Shi, Dinggang Shen, Zhong Xue

BMC Medical Imaging, 2021

Variational Encoding and Decoding for Hybrid Supervision of Registration Network.

Dongdong Gu, Xiaohuan Cao, Guocai Liu, Zhong Xue, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Multiresolution Registration Network (MRN) Hierarchy with Prior Knowledge Learning.

Dongdong Gu, Xiaohuan Cao, Guocai Liu, Dinggang Shen, Zhong Xue

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations.

Yiming Ju, Yuanzhe Zhang, Zhixing Tian, Kang Liu, Xiaohuan Cao, Wenting Zhao, Jinlong Li, Jun Zhao

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 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

Deep morphological simplification network (MS-Net) for guided registration of brain magnetic resonance images.

Dongming Wei, Lichi Zhang, Zhengwang Wu, Xiaohuan Cao, Gang Li, Dinggang Shen, Qian Wang

Pattern Recognit., 2020

HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation.

Kelei He, Chunfeng Lian, Bing Zhang, Xin Zhang, Xiaohuan Cao, Dong Nie, Yang Gao, Junfeng Zhang, Dinggang Shen

CoRR, 2020

Pair-Wise and Group-Wise Deformation Consistency in Deep Registration Network.

Dongdong Gu, Xiaohuan Cao, Shanshan Ma, Lei Chen, Guocai Liu, Dinggang Shen, Zhong Xue

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Semantic Hierarchy Guided Registration Networks for Intra-subject Pulmonary CT Image Alignment.

Liyun Chen, Xiaohuan Cao, Lei Chen, Yaozong Gao, Dinggang Shen, Qian Wang, Zhong Xue

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Automatic Segmentation of Non-tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks.

Zhongqiang Liu, Dongdong Gu, Yu Zhang, Xiaohuan Cao, Zhong Xue

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks.

Kelei He, Xiaohuan Cao, Yinghuan Shi, Dong Nie, Yang Gao, Dinggang Shen

IEEE Trans. Medical Imaging, 2019

Automatic brain labeling via multi-atlas guided fully convolutional networks.

Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Islem Rekik, Seong-Whan Lee, Huiguang He, Dinggang Shen

Medical Image Anal., 2019

BIRNet: Brain image registration using dual-supervised fully convolutional networks.

Jingfan Fan, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen

Medical Image Anal., 2019

Adversarial learning for mono- or multi-modal registration.

Jingfan Fan, Xiaohuan Cao, Qian Wang, Pew-Thian Yap, Dinggang Shen

Medical Image Anal., 2019

Deep Learning Deformation Initialization for Rapid Groupwise Registration of Inhomogeneous Image Populations.

Sahar Ahmad, Jingfan Fan, Pei Dong, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen

Frontiers Neuroinformatics, 2019

Deep Morphological Simplification Network (MS-Net) for Guided Registration of Brain Magnetic Resonance Images.

Dongming Wei, Zhengwang Wu, Gang Li, Xiaohuan Cao, Dinggang Shen, Qian Wang

CoRR, 2019

Morphological Simplification of Brain MR Images by Deep Learning for Facilitating Deformable Registration.

Dongming Wei, Sahar Ahmad, Zhengwang Wu, Xiaohuan Cao, Xuhua Ren, Gang Li, Dinggang Shen, Qian Wang

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Meta-Path based Text Feature Enrichment Using Knowledge Graph.

Jiayu Ding, Xiaohuan Cao, Linmei Hu, Chuan Shi

Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019

2018

Region-Adaptive Deformable Registration of CT/MRI Pelvic Images via Learning-Based Image Synthesis.

Xiaohuan Cao, Jianhua Yang, Yaozong Gao, Qian Wang, Dinggang Shen

IEEE Trans. Image Process., 2018

Deformable Image Registration Using a Cue-Aware Deep Regression Network.

Xiaohuan Cao, Jianhua Yang, Jun Zhang, Qian Wang, Pew-Thian Yap, Dinggang Shen

IEEE Trans. Biomed. Eng., 2018

Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity.

Xiaohuan Cao, Jianhua Yang, Li Wang, Zhong Xue, Qian Wang, Dinggang Shen

CoRR, 2018

A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph.

Xiaohuan Cao, Chuan Shi, Yuyan Zheng, Jiayu Ding, Xiaoli Li, Bin Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Volume-Based Analysis of 6-Month-Old Infant Brain MRI for Autism Biomarker Identification and Early Diagnosis.

Li Wang, Gang Li, Feng Shi, Xiaohuan Cao, Chunfeng Lian, Dong Nie, Mingxia Liu, Han Zhang, Guannan Li, Zhengwang Wu, Weili Lin, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration.

Jingfan Fan, Xiaohuan Cao, Zhong Xue, Pew-Thian Yap, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Efficient Groupwise Registration of MR Brain Images via Hierarchical Graph Set Shrinkage.

Pei Dong, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep Learning Based Inter-modality Image Registration Supervised by Intra-modality Similarity.

Xiaohuan Cao, Jianhuan Yang, Li Wang, Zhong Xue, Qian Wang, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

2017

Dual-core steered non-rigid registration for multi-modal images via bi-directional image synthesis.

Xiaohuan Cao, Jianhua Yang, Yaozong Gao, Yanrong Guo, Guorong Wu, Dinggang Shen

Medical Image Anal., 2017

Meta-path-based link prediction in schema-rich heterogeneous information network.

Xiaohuan Cao, Yuyan Zheng, Chuan Shi, Jingzhi Li, Bin Wu

Int. J. Data Sci. Anal., 2017

Entity Set Expansion with Meta Path in Knowledge Graph.

Yuyan Zheng, Chuan Shi, Xiaohuan Cao, Xiaoli Li, Bin Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks.

Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Khosro Bahrami, Huiguang He, Dinggang Shen

Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Efficient Groupwise Registration for Brain MRI by Fast Initialization.

Pei Dong, Xiaohuan Cao, Jun Zhang, Minjeong Kim, Guorong Wu, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Deformable Image Registration Based on Similarity-Steered CNN Regression.

Xiaohuan Cao, Jianhua Yang, Jun Zhang, Dong Nie, Minjeong Kim, Qian Wang, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Link Prediction in Schema-Rich Heterogeneous Information Network.

Xiaohuan Cao, Yuyan Zheng, Chuan Shi, Jingzhi Li, Bin Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Learning Appearance and Shape Evolution for Infant Image Registration in the First Year of Life.

Lifang Wei, Shunbo Hu, Yaozong Gao, Xiaohuan Cao, Guorong Wu, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks.

Dong Nie, Xiaohuan Cao, Yaozong Gao, Li Wang, Dinggang Shen

Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy.

Xiaohuan Cao, Yaozong Gao, Jianhua Yang, Guorong Wu, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Consistent Multi-Atlas Hippocampus Segmentation for Longitudinal MR Brain Images with Temporal Sparse Representation.

Li Wang, Yanrong Guo, Xiaohuan Cao, Guorong Wu, Dinggang Shen

Proceedings of the Patch-Based Techniques in Medical Imaging, 2016