Xiaohuan Cao

Orcid: 0000-0002-2413-114X

According to our database1, Xiaohuan Cao authored at least 49 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Structure-Aware Registration Network for Liver DCE-CT Images.
IEEE J. Biomed. Health Informatics, April, 2024

2023
TaG-Net: Topology-Aware Graph Network for Centerline-Based Vessel Labeling.
IEEE Trans. Medical Imaging, November, 2023

A Bone Lesion Identification Network (BLIN) in CT Images with Weakly Supervised Learning.
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.
IEEE Trans. Big Data, 2022

Evaluation of an automated intracranial aneurysm detection and rupture analysis approach using cascade detection and classification networks.
Comput. Medical Imaging Graph., 2022

Semantic-Aware Registration with Weakly-Supervised Learning.
Proceedings of the Cancer Prevention Through Early Detection, 2022

Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors.
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.
IEEE Trans. Medical Imaging, 2021

Entity set expansion in knowledge graph: a heterogeneous information network perspective.
Frontiers Comput. Sci., 2021

A cascade-network framework for integrated registration of liver DCE-MR images.
Comput. Medical Imaging Graph., 2021

A consistent deep registration network with group data modeling.
Comput. Medical Imaging Graph., 2021

An artificial-intelligence lung imaging analysis system (ALIAS) for population-based nodule computing in CT scans.
Comput. Medical Imaging Graph., 2021

Computing infection distributions and longitudinal evolution patterns in lung CT images.
BMC Medical Imaging, 2021

Variational Encoding and Decoding for Hybrid Supervision of Registration Network.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Multiresolution Registration Network (MRN) Hierarchy with Prior Knowledge Learning.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations.
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.
IEEE Trans. Medical Imaging, 2020

Deep morphological simplification network (MS-Net) for guided registration of brain magnetic resonance images.
Pattern Recognit., 2020

HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation.
CoRR, 2020

Pair-Wise and Group-Wise Deformation Consistency in Deep Registration Network.
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.
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.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019
Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks.
IEEE Trans. Medical Imaging, 2019

Automatic brain labeling via multi-atlas guided fully convolutional networks.
Medical Image Anal., 2019

BIRNet: Brain image registration using dual-supervised fully convolutional networks.
Medical Image Anal., 2019

Adversarial learning for mono- or multi-modal registration.
Medical Image Anal., 2019

Deep Learning Deformation Initialization for Rapid Groupwise Registration of Inhomogeneous Image Populations.
Frontiers Neuroinformatics, 2019

Deep Morphological Simplification Network (MS-Net) for Guided Registration of Brain Magnetic Resonance Images.
CoRR, 2019

Morphological Simplification of Brain MR Images by Deep Learning for Facilitating Deformable Registration.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Meta-Path based Text Feature Enrichment Using Knowledge Graph.
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.
IEEE Trans. Image Process., 2018

Deformable Image Registration Using a Cue-Aware Deep Regression Network.
IEEE Trans. Biomed. Eng., 2018

Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity.
CoRR, 2018

A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph.
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.
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.
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.
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.
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.
Medical Image Anal., 2017

Meta-path-based link prediction in schema-rich heterogeneous information network.
Int. J. Data Sci. Anal., 2017

Entity Set Expansion with Meta Path in Knowledge Graph.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Efficient Groupwise Registration for Brain MRI by Fast Initialization.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Deformable Image Registration Based on Similarity-Steered CNN Regression.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
Link Prediction in Schema-Rich Heterogeneous Information Network.
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.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy.
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.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016


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