Publications

Latent Space Consistency for Sparse-View CT Reconstruction

Latent Space Consistency for Sparse-View CT Reconstruction

D Chen, Y Chen, C Zhang, Z Wang, C Chen, R Xiao

ACM MM 2025

2025

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Symmetrical Awareness Generation for Pelvic Image Segmentation

Symmetrical Awareness Generation for Pelvic Image Segmentation

Y Song, Y Chen, Z Wang, C Chen, R Xiao

ACM MM 2025

2025

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DU-Net: A Collaborative Optimization Model for Small-Sample Cerebrovascular Segmentation

DU-Net: A Collaborative Optimization Model for Small-Sample Cerebrovascular Segmentation

C Zhang, D Chen, Y Chen, R Xiao, C Chen

Chinese Journal of Engineering

2025

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MSAR-Net: A multi-scale attention residual network for medical image segmentation

MSAR-Net: A multi-scale attention residual network for medical image segmentation

X Li, C Chen, Y Chen, M Yu, R Xiao

Biomedical Signal Processing and Control

2025

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SLAM: Spatial Intensity Awareness Module for Cardiovascular Segmentation

SLAM: Spatial Intensity Awareness Module for Cardiovascular Segmentation

Y Chen, C Chen, X Li, X Xiao

Computer Methods and Programs in Biomedicine

2025

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Design and application of pneumatic rehabilitation glove system based on brain-computer interface

Design and application of pneumatic rehabilitation glove system based on brain-computer interface

C Chen, T Song, D Chen, J Zhang, H Ning, R Xiao

Review of Scientific Instruments

2024

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DFS-WR: A novel dual feature selection and weighting representation framework for classification

DFS-WR: A novel dual feature selection and weighting representation framework for classification

Z Zhang, P Zhang, L Mao, C Chen, H Ning

Information Fusion

2024

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Cerebrovascular segmentation in TOF-MRA with topology regularization adversarial model

Cerebrovascular segmentation in TOF-MRA with topology regularization adversarial model

C Chen, Y Chen, S Song, J Wang, H Ning, R Xiao

ACM MM 2023

2023

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A learnable Gabor Convolutional Network for vessel segmentation

A learnable Gabor Convolutional Network for vessel segmentation

C Chen, K Zhou, S Qi, T Lu, R Xiao

Computers in Biology and Medicine

2023

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Integration and separation: A ware adversarial model for cerebrovascular segmentation

Integration and separation: A ware adversarial model for cerebrovascular segmentation

C Chen, K Zhou, T Lu, H Ning, R Xiao

Computer Methods and Programs in Biomedicine

2023

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Pairwise attention-enhanced adversarial model for automatic bone segmentation in CT

Pairwise attention-enhanced adversarial model for automatic bone segmentation in CT

C Chen, S Qi, K Zhou, T Lu, H Ning, R Xiao

Physics in Medicine & Biology

2023

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FDE-net: Frequency-domain enhancement network for thyroid nodule segmentation

FDE-net: Frequency-domain enhancement network for thyroid nodule segmentation

H Chen, M Yu, C Chen, K Zhou, S Qi, Y Chen, R Xiao

Computers in Biology and Medicine

2023

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Understanding the brain attention: A survey of transformers in brain sciences

Understanding the brain attention: A survey of transformers in brain sciences

Cheng Chen, Huilin Wang, Yunqing Chen, Zihan Yin, Xinye Yang, Huansheng Ning, Qian Zhang, Weiguang Li, Ruoxiu Xiao, Jizong Zhao

Brain-X

2023

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All answers are in the images: A review of deep learning for cerebrovascular segmentation

All answers are in the images: A review of deep learning for cerebrovascular segmentation

C Chen, K Zhou, Z Wang, J Zhang, R Xiao

Computerized Medical Imaging and Graphics

2023

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TMSF-Net: Multi-series fusion network with treoconnect for colorectal tumor segmentation

TMSF-Net: Multi-series fusion network with treoconnect for colorectal tumor segmentation

C Chen, K Zhou, H Wang, Y Li, Z Wang, R Xiao, T Lu

Computer Methods and Programs in Biomedicine

2022

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Cerebrovascular segmentation in phase contrast MRA by multi-feature fusion and vessel completion

Cerebrovascular segmentation in phase contrast MRA by multi-feature fusion and vessel completion

C Chen, K Zhou, X Guo, Z Wang, G Xiao, G Wang

Computerized Medical Imaging and Graphics

2022

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Generative consistency for semi-supervised cerebrovascular segmentation from TOF-MRA

Generative consistency for semi-supervised cerebrovascular segmentation from TOF-MRA

C Chen, K Zhou, Z Wang, R Xiao

IEEE Transactions on Medical Imaging

2022

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CSR-Net: Cross-Scale Residual Network for scaphoid fracture segmentation

CSR-Net: Cross-Scale Residual Network for scaphoid fracture segmentation

C Chen, B Liu, K Zhou, W He, T Yan, Z Wang, R Xiao

Computers in Biology and Medicine

2021

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Pathological lung segmentation in chest CT images based on improved random walker

Pathological lung segmentation in chest CT images based on improved random walker

C Chen, R Xiao, T Zhang, Y Lu, X Guo, J Wang, H Chen, Z Wang

Computer Methods and Programs in Biomedicine

2021

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Cerebrovascular segmentation from TOF-MRA based on multiple-U-net with local loss function

Cerebrovascular segmentation from TOF-MRA based on multiple-U-net with local loss function

X Guo, R Xiao, Y Lu, C Chen, T Yan, A Zhou, R He, Z Wang

Computer Methods and Programs in Biomedicine

2021

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An effective deep neural network for lung lesions segmentation from COVID-19 CT images

An effective deep neural network for lung lesions segmentation from COVID-19 CT images

C Chen, K Zhou, M Zha, X Du, X Guo, H Chen, J Wang, R Xiao

IEEE Transactions on Industrial Informatics

2021

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A novel method to model hepatic vascular network using vessel segmentation, skeleton extraction and topology optimization

A novel method to model hepatic vascular network using vessel segmentation, skeleton extraction and topology optimization

X Guo, R Xiao, T Zhang, C Chen, J Wang, Z Wang

Medical & Biological Engineering & Computing

2020

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