Publications

Latent Space Consistency for Sparse-View CT Reconstruction
D Chen, Y Chen, C Zhang, Z Wang, C Chen, R Xiao
ACM MM 2025
2025

Symmetrical Awareness Generation for Pelvic Image Segmentation
Y Song, Y Chen, Z Wang, C Chen, R Xiao
ACM MM 2025
2025

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

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

SLAM: Spatial Intensity Awareness Module for Cardiovascular Segmentation
Y Chen, C Chen, X Li, X Xiao
Computer Methods and Programs in Biomedicine
2025

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

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

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

A learnable Gabor Convolutional Network for vessel segmentation
C Chen, K Zhou, S Qi, T Lu, R Xiao
Computers in Biology and Medicine
2023

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

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

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

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

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

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

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

Generative consistency for semi-supervised cerebrovascular segmentation from TOF-MRA
C Chen, K Zhou, Z Wang, R Xiao
IEEE Transactions on Medical Imaging
2022

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

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

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

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

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