Xiaohuan Cao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 54

Top Topics

Prostate Segmentation

Image Registration

Mr Brain Images

Top Venues

Medical Image Anal.

Publications

Qingrui Sha, Kaicong Sun, Caiwen Jiang, Mingze Xu, Zhong Xue, Xiaohuan Cao, Dinggang Shen
Detail-preserving image warping by enforcing smooth image sampling. Neural Networks 178 (2024)
Peng Xue, Jingyang Zhang, Lei Ma, Mianxin Liu, Yuning Gu, Jiawei Huang, Feihong Liu, Yongsheng Pan, Xiaohuan Cao, Dinggang Shen
Structure-Aware Registration Network for Liver DCE-CT Images. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Kehao Deng, Bin Wang, Shanshan Ma, Zhong Xue, Xiaohuan Cao
A Bone Lesion Identification Network (BLIN) in CT Images with Weakly Supervised Learning. MLMI@MICCAI (2) (2023)
Linlin Yao, Feng Shi, Sheng Wang, Xiao Zhang, Zhong Xue, Xiaohuan Cao, Yiqiang Zhan, Lizhou Chen, Yuntian Chen, Bin Song, Qian Wang, Dinggang Shen
TaG-Net: Topology-Aware Graph Network for Centerline-Based Vessel Labeling. IEEE Trans. Medical Imaging 42 (11) (2023)
Peng Xue, Jingyang Zhang, Lei Ma, Mianxin Liu, Yuning Gu, Jiawei Huang, Feihong Liu, Yongsheng Pan, Xiaohuan Cao, Dinggang Shen
Structure-aware registration network for liver DCE-CT images. CoRR (2023)
Yuyan Zheng, Chuan Shi, Xiaohuan Cao, Xiaoli Li, Bin Wu
A Meta Path Based Method for Entity Set Expansion in Knowledge Graph. IEEE Trans. Big Data 8 (3) (2022)
Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao
Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors. CoRR (2022)
Zhan Jin, Peng Xue, Yuyao Zhang, Xiaohuan Cao, Dinggang Shen
Semantic-Aware Registration with Weakly-Supervised Learning. CaPTion@MICCAI (2022)
Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao
Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors. ACL (Findings) (2022)
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
Evaluation of an automated intracranial aneurysm detection and rupture analysis approach using cascade detection and classification networks. Comput. Medical Imaging Graph. 102 (2022)
Dongdong Gu, Xiaohuan Cao, Guocai Liu, Zhong Xue, Dinggang Shen
Variational Encoding and Decoding for Hybrid Supervision of Registration Network. MLMI@MICCAI (2021)
Dongdong Gu, Guocai Liu, Xiaohuan Cao, Zhong Xue, Dinggang Shen
A consistent deep registration network with group data modeling. Comput. Medical Imaging Graph. 90 (2021)
Lijun Qian, Qing Zhou, Xiaohuan Cao, Wenjun Shen, Shiteng Suo, Shanshan Ma, Guoxiang Qu, Xuhua Gong, Yunqi Yan, Jianrong Xu, Luan Jiang
A cascade-network framework for integrated registration of liver DCE-MR images. Comput. Medical Imaging Graph. 89 (2021)
Chuan Shi, Jiayu Ding, Xiaohuan Cao, Linmei Hu, Bin Wu, Xiaoli Li
Entity set expansion in knowledge graph: a heterogeneous information network perspective. Frontiers Comput. Sci. 15 (1) (2021)
Dongdong Gu, Xiaohuan Cao, Guocai Liu, Dinggang Shen, Zhong Xue
Multiresolution Registration Network (MRN) Hierarchy with Prior Knowledge Learning. MLMI@MICCAI (2021)
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
Computing infection distributions and longitudinal evolution patterns in lung CT images. BMC Medical Imaging 21 (1) (2021)
Kelei He, Chunfeng Lian, Bing Zhang, Xin Zhang, Xiaohuan Cao, Dong Nie, Yang Gao, Junfeng Zhang, Dinggang Shen
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images. IEEE Trans. Medical Imaging 40 (8) (2021)
Yiming Ju, Yuanzhe Zhang, Zhixing Tian, Kang Liu, Xiaohuan Cao, Wenting Zhao, Jinlong Li, Jun Zhao
Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations. EMNLP (1) (2021)
Liyun Chen, Dongdong Gu, Yanbo Chen, Ying Shao, Xiaohuan Cao, Guocai Liu, Yaozong Gao, Qian Wang, Dinggang Shen
An artificial-intelligence lung imaging analysis system (ALIAS) for population-based nodule computing in CT scans. Comput. Medical Imaging Graph. 89 (2021)
Liyun Chen, Xiaohuan Cao, Lei Chen, Yaozong Gao, Dinggang Shen, Qian Wang, Zhong Xue
Semantic Hierarchy Guided Registration Networks for Intra-subject Pulmonary CT Image Alignment. MICCAI (3) (2020)
Zhongqiang Liu, Dongdong Gu, Yu Zhang, Xiaohuan Cao, Zhong Xue
Automatic Segmentation of Non-tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks. BrainLes@MICCAI (1) (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)
Dongdong Gu, Xiaohuan Cao, Shanshan Ma, Lei Chen, Guocai Liu, Dinggang Shen, Zhong Xue
Pair-Wise and Group-Wise Deformation Consistency in Deep Registration Network. MICCAI (3) (2020)
Kelei He, Chunfeng Lian, Bing Zhang, Xin Zhang, Xiaohuan Cao, Dong Nie, Yang Gao, Junfeng Zhang, Dinggang Shen
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation. 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. CoRR (2020)
Dongming Wei, Lichi Zhang, Zhengwang Wu, Xiaohuan Cao, Gang Li, Dinggang Shen, Qian Wang
Deep morphological simplification network (MS-Net) for guided registration of brain magnetic resonance images. Pattern Recognit. 100 (2020)
Jingfan Fan, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen
BIRNet: Brain image registration using dual-supervised fully convolutional networks. Medical Image Anal. 54 (2019)
Sahar Ahmad, Jingfan Fan, Pei Dong, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen
Deep Learning Deformation Initialization for Rapid Groupwise Registration of Inhomogeneous Image Populations. Frontiers Neuroinformatics 13 (2019)
Jiayu Ding, Xiaohuan Cao, Linmei Hu, Chuan Shi
Meta-Path based Text Feature Enrichment Using Knowledge Graph. DSC (2019)
Jingfan Fan, Xiaohuan Cao, Qian Wang, Pew-Thian Yap, Dinggang Shen
Adversarial learning for mono- or multi-modal registration. Medical Image Anal. 58 (2019)
Kelei He, Xiaohuan Cao, Yinghuan Shi, Dong Nie, Yang Gao, Dinggang Shen
Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. IEEE Trans. Medical Imaging 38 (2) (2019)
Dongming Wei, Zhengwang Wu, Gang Li, Xiaohuan Cao, Dinggang Shen, Qian Wang
Deep Morphological Simplification Network (MS-Net) for Guided Registration of Brain Magnetic Resonance Images. CoRR (2019)
Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Islem Rekik, Seong-Whan Lee, Huiguang He, Dinggang Shen
Automatic brain labeling via multi-atlas guided fully convolutional networks. Medical Image Anal. 51 (2019)
Dongming Wei, Sahar Ahmad, Zhengwang Wu, Xiaohuan Cao, Xuhua Ren, Gang Li, Dinggang Shen, Qian Wang
Morphological Simplification of Brain MR Images by Deep Learning for Facilitating Deformable Registration. MLMI@MICCAI (2019)
Xiaohuan Cao, Jianhua Yang, Li Wang, Zhong Xue, Qian Wang, Dinggang Shen
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity. CoRR (2018)
Jingfan Fan, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks. CoRR (2018)
Li Wang, Gang Li, Feng Shi, Xiaohuan Cao, Chunfeng Lian, Dong Nie, Mingxia Liu, Han Zhang, Guannan Li, Zhengwang Wu, Weili Lin, Dinggang Shen
Volume-Based Analysis of 6-Month-Old Infant Brain MRI for Autism Biomarker Identification and Early Diagnosis. MICCAI (3) (2018)
Xiaohuan Cao, Chuan Shi, Yuyan Zheng, Jiayu Ding, Xiaoli Li, Bin Wu
A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph. PAKDD (2) (2018)
Xiaohuan Cao, Jianhua Yang, Jun Zhang, Qian Wang, Pew-Thian Yap, Dinggang Shen
Deformable Image Registration Using a Cue-Aware Deep Regression Network. IEEE Trans. Biomed. Eng. 65 (9) (2018)
Xiaohuan Cao, Jianhua Yang, Yaozong Gao, Qian Wang, Dinggang Shen
Region-Adaptive Deformable Registration of CT/MRI Pelvic Images via Learning-Based Image Synthesis. IEEE Trans. Image Process. 27 (7) (2018)
Xiaohuan Cao, Jianhuan Yang, Li Wang, Zhong Xue, Qian Wang, Dinggang Shen
Deep Learning Based Inter-modality Image Registration Supervised by Intra-modality Similarity. MLMI@MICCAI (2018)
Jingfan Fan, Xiaohuan Cao, Zhong Xue, Pew-Thian Yap, Dinggang Shen
Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration. MICCAI (1) (2018)
Pei Dong, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen
Efficient Groupwise Registration of MR Brain Images via Hierarchical Graph Set Shrinkage. MICCAI (1) (2018)
Xiaohuan Cao, Yuyan Zheng, Chuan Shi, Jingzhi Li, Bin Wu
Meta-path-based link prediction in schema-rich heterogeneous information network. Int. J. Data Sci. Anal. 3 (4) (2017)
Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Khosro Bahrami, Huiguang He, Dinggang Shen
Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks. Patch-MI@MICCAI (2017)
Xiaohuan Cao, Jianhua Yang, Yaozong Gao, Yanrong Guo, Guorong Wu, Dinggang Shen
Dual-core steered non-rigid registration for multi-modal images via bi-directional image synthesis. Medical Image Anal. 41 (2017)
Yuyan Zheng, Chuan Shi, Xiaohuan Cao, Xiaoli Li, Bin Wu
Entity Set Expansion with Meta Path in Knowledge Graph. PAKDD (1) (2017)
Xiaohuan Cao, Jianhua Yang, Jun Zhang, Dong Nie, Minjeong Kim, Qian Wang, Dinggang Shen
Deformable Image Registration Based on Similarity-Steered CNN Regression. MICCAI (1) (2017)
Pei Dong, Xiaohuan Cao, Jun Zhang, Minjeong Kim, Guorong Wu, Dinggang Shen
Efficient Groupwise Registration for Brain MRI by Fast Initialization. MLMI@MICCAI (2017)
Lifang Wei, Shunbo Hu, Yaozong Gao, Xiaohuan Cao, Guorong Wu, Dinggang Shen
Learning Appearance and Shape Evolution for Infant Image Registration in the First Year of Life. MLMI@MICCAI (2016)
Dong Nie, Xiaohuan Cao, Yaozong Gao, Li Wang, Dinggang Shen
Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks. LABELS/DLMIA@MICCAI (2016)
Xiaohuan Cao, Yaozong Gao, Jianhua Yang, Guorong Wu, Dinggang Shen
Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy. MICCAI (3) (2016)
Xiaohuan Cao, Yuyan Zheng, Chuan Shi, Jingzhi Li, Bin Wu
Link Prediction in Schema-Rich Heterogeneous Information Network. PAKDD (1) (2016)
Li Wang, Yanrong Guo, Xiaohuan Cao, Guorong Wu, Dinggang Shen
Consistent Multi-Atlas Hippocampus Segmentation for Longitudinal MR Brain Images with Temporal Sparse Representation. Patch-MI@MICCAI (2016)