Congbo Cai

According to our database, Congbo Cai authored at least 30 papers between 2015 and 2024.

Collaborative distances:

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

2024

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI.

Zi Wang, Min Xiao, Yirong Zhou, Chengyan Wang, Naiming Wu, Yi Li, Yiwen Gong, Shufu Chang, Yinyin Chen, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Di Guo, Guang Yang, Xiaobo Qu

CoRR, 2024

2023

Physics-Driven Synthetic Data Learning for Biomedical Magnetic Resonance: The imaging physics-based data synthesis paradigm for artificial intelligence.

Qinqin Yang, Zi Wang, Kunyuan Guo, Congbo Cai, Xiaobo Qu

IEEE Signal Process. Mag., March, 2023

One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction.

Zi Wang, Xiaotong Yu, Chengyan Wang, Weibo Chen, Jiazheng Wang, Ying-Hua Chu, Hongwei Sun, Rushuai Li, Peiyong Li, Fan Yang, Haiwei Han, Taishan Kang, Jianzhong Lin, Chen Yang, Shufu Chang, Zhang Shi, Sha Hua, Yan Li, Juan Hu, Liuhong Zhu, Jianjun Zhou, Meijing Lin, Jiefeng Guo, Congbo Cai, Zhong Chen, Di Guo, Xiaobo Qu

CoRR, 2023

A Comprehensive Multi-modal Domain Adaptative Aid Framework for Brain Tumor Diagnosis.

Wenxiu Chu, Yudan Zhou, Shuhui Cai, Zhong Chen, Congbo Cai

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

2022

MOdel-Based SyntheTic Data-Driven Learning (MOST-DL): Application in Single-Shot T₂ Mapping With Severe Head Motion Using Overlapping-Echo Acquisition.

Qinqin Yang, Yanhong Lin, Jiechao Wang, Jianfeng Bao, Xiaoyin Wang, Lingceng Ma, Zihan Zhou, Qizhi Yang, Shuhui Cai, Hongjian He, Congbo Cai, Jiyang Dong, Jingliang Cheng, Zhong Chen, Jianhui Zhong

IEEE Trans. Medical Imaging, 2022

Single-shot multi-parametric mapping based on multiple overlapping-echo detachment (MOLED) imaging.

Lingceng Ma, Jian Wu, Qinqin Yang, Zihan Zhou, Hongjian He, Jianfeng Bao, Lijun Bao, Xiaoyin Wang, Pujie Zhang, Jianhui Zhong, Congbo Cai, Shuhui Cai, Zhong Chen

NeuroImage, 2022

Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance.

Qinqin Yang, Zi Wang, Kunyuan Guo, Congbo Cai, Xiaobo Qu

CoRR, 2022

Joint optimization of Cartesian sampling patterns and reconstruction for single-contrast and multi-contrast fast magnetic resonance imaging.

Jiechao Wang, Qinqin Yang, Qizhi Yang, Lina Xu, Congbo Cai, Shuhui Cai

Comput. Methods Programs Biomed., 2022

Potential prognostic biomarkers of sudden cardiac death discovered by machine learning.

Kena Zhou, Congbo Cai, Yi He, Zhihua Chen

Comput. Biol. Medicine, 2022

A multimodal domain adaptive segmentation framework for IDH genotype prediction.

Hailong Zeng, Zhen Xing, Fenglian Gao, Zhigang Wu, Wanrong Huang, Yan Su, Zhong Chen, Shuhui Cai, Dairong Cao, Congbo Cai

Int. J. Comput. Assist. Radiol. Surg., 2022

2020

A dual-domain deep lattice network for rapid MRI reconstruction.

Liyan Sun, Yawen Wu, Binglin Shu, Xinghao Ding, Congbo Cai, Yue Huang, John W. Paisley

Neurocomputing, 2020

2019

Robust Single-Shot T₂ Mapping via Multiple Overlapping-Echo Acquisition and Deep Neural Network.

Jun Zhang, Jian Wu, Shaojian Chen, Zhiyong Zhang, Shuhui Cai, Congbo Cai, Zhong Chen

IEEE Trans. Medical Imaging, 2019

Accurate Infant Brain MRI Segmentation via 3D Dense-Fuse Convolution Neural Networks.

Chen Xuheng, Mingyong Zhuang, Congbo Cai, Yue Huang, Xinghao Ding

Aust. J. Intell. Inf. Process. Syst., 2019

G-HAPNet: A Novel Structure for Single Image Super-Resolution.

Yan Luo, Mingyong Zhuang, Congbo Cai, Yue Huang, Xinghao Ding

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Lung Nodule Detection with a 3D ConvNet via IoU Self-normalization and Maxout Unit.

Fei Li, Hongyu Huang, Yawen Wu, Congbo Cai, Yue Huang, Xinghao Ding

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Divide-and-Conquer Approach to Compressed Sensing MRI.

Liyan Sun, Zhiwen Fan, Xinghao Ding, Congbo Cai, Yue Huang, John W. Paisley

CoRR, 2018

Simultaneous single- and multi-contrast super-resolution for brain MRI images based on a convolutional neural network.

Kun Zeng, Hong Zheng, Congbo Cai, Yu Yang, Kaihua Zhang, Zhong Chen

Comput. Biol. Medicine, 2018

Referenceless distortion correction of gradient-echo echo-planar imaging under inhomogeneous magnetic fields based on a deep convolutional neural network.

Pu Liao, Jun Zhang, Kun Zeng, Yonggui Yang, Shuhui Cai, Gang Guo, Congbo Cai

Comput. Biol. Medicine, 2018

A Deep Ensemble Network for Compressed Sensing MRI.

Huafeng Wu, Yawen Wu, Liyan Sun, Congbo Cai, Yue Huang, Xinghao Ding

Proceedings of the Neural Information Processing - 25th International Conference, 2018

High Efficient Reconstruction of Single-Shot Magnetic Resonance T_2 Mapping Through Overlapping Echo Detachment and DenseNet.

Chao Wang, Yawen Wu, Xinghao Ding, Yue Huang, Congbo Cai

Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Segmentation-Aware Deep Fusion Network for Compressed Sensing MRI.

Zhiwen Fan, Liyan Sun, Xinghao Ding, Yue Huang, Congbo Cai, John W. Paisley

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Single-Shot T₂ Mapping Through OverLapping-Echo Detachment (OLED) Planar Imaging.

Congbo Cai, Yiqing Zeng, Yuchuan Zhuang, Shuhui Cai, Lin Chen, Xinghao Ding, Lijun Bao, Jianhui Zhong, Zhong Chen

IEEE Trans. Biomed. Eng., 2017

Changes in brain iron concentration after exposure to high-altitude hypoxia measured by quantitative susceptibility mapping.

Lin Chen, Congbo Cai, Tianhe Yang, Jianzhong Lin, Shuhui Cai, Jiaxing Zhang, Zhong Chen

NeuroImage, 2017

High Efficient Reconstruction of Single-shot T2 Mapping from OverLapping-Echo Detachment Planar Imaging Based on Deep Residual Network.

Congbo Cai, Yiqing Zeng, Chao Wang, Shuhui Cai, Jun Zhang, Zhong Chen, Xinghao Ding, Jianhui Zhong

CoRR, 2017

Compressed sensing MRI using total variation regularization with K-space decomposition.

Liyan Sun, Yue Huang, Congbo Cai, Xinghao Ding

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016

Quantitative Susceptibility Mapping Using Structural Feature Based Collaborative Reconstruction (SFCR) in the Human Brain.

Lijun Bao, Xu Li, Congbo Cai, Zhong Chen, Peter C. M. van Zijl

IEEE Trans. Medical Imaging, 2016

Rapid reconstruction of quantitative susceptibility mapping via improved ℓ₀ norm approximation.

Congbo Cai, Xi Chen, Weijun Liu, Shuhui Cai, Delu Zeng, Xinghao Ding

Comput. Biol. Medicine, 2016

2015

Imaging with referenceless distortion correction and flexible regions of interest using single-shot biaxial spatiotemporally encoded MRI.

Jing Li, Lin Chen, Shuhui Cai, Congbo Cai, Jianhui Zhong, Zhong Chen

NeuroImage, 2015

Super-resolved enhancing and edge deghosting (SEED) for spatiotemporally encoded single-shot MRI.

Lin Chen, Jing Li, Miao Zhang, Shuhui Cai, Ting Zhang, Congbo Cai, Zhong Chen

Medical Image Anal., 2015

Fast magnetic susceptibility reconstruction using L0 norm of gradient.

Weijun Liu, Jianzhong Lin, Congbo Cai, Delu Zeng, Xinghao Ding

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015