Congbo Cai

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 29

Top Topics

Convolutional Neural Network

Acute Myocardial Infarction

Magnetic Resonance

Top Venues

Comput. Biol. Medicine

IEEE Trans. Medical Imaging

Publications

Yirong Zhou, Chengyan Wang, Mengtian Lu, Kunyuan Guo, Zi Wang, Dan Ruan, Rui Guo, Peijun Zhao, Jianhua Wang, Naiming Wu, Jianzhong Lin, Yinyin Chen, Hang Jin, Lianxin Xie, Lilan Wu, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Xiaobo Qu
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI. CoRR (2024)
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
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI. CoRR (2024)
Qinqin Yang, Zi Wang, Kunyuan Guo, Congbo Cai, Xiaobo Qu
Physics-Driven Synthetic Data Learning for Biomedical Magnetic Resonance: The imaging physics-based data synthesis paradigm for artificial intelligence. IEEE Signal Process. Mag. 40 (2) (2023)
Wenxiu Chu, Yudan Zhou, Shuhui Cai, Zhong Chen, Congbo Cai
A Comprehensive Multi-modal Domain Adaptative Aid Framework for Brain Tumor Diagnosis. PRCV (13) (2023)
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
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction. CoRR (2023)
Qinqin Yang, Zi Wang, Kunyuan Guo, Congbo Cai, Xiaobo Qu
Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance. CoRR (2022)
Kena Zhou, Congbo Cai, Yi He, Zhihua Chen
Potential prognostic biomarkers of sudden cardiac death discovered by machine learning. Comput. Biol. Medicine 150 (2022)
Hailong Zeng, Zhen Xing, Fenglian Gao, Zhigang Wu, Wanrong Huang, Yan Su, Zhong Chen, Shuhui Cai, Dairong Cao, Congbo Cai
A multimodal domain adaptive segmentation framework for IDH genotype prediction. Int. J. Comput. Assist. Radiol. Surg. 17 (10) (2022)
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
Mapping With Severe Head Motion Using Overlapping-Echo Acquisition. IEEE Trans. Medical Imaging 41 (11) (2022)
Jiechao Wang, Qinqin Yang, Qizhi Yang, Lina Xu, Congbo Cai, Shuhui Cai
Joint optimization of Cartesian sampling patterns and reconstruction for single-contrast and multi-contrast fast magnetic resonance imaging. Comput. Methods Programs Biomed. 226 (2022)
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
Single-shot multi-parametric mapping based on multiple overlapping-echo detachment (MOLED) imaging. NeuroImage 263 (2022)
Liyan Sun, Yawen Wu, Binglin Shu, Xinghao Ding, Congbo Cai, Yue Huang, John W. Paisley
A dual-domain deep lattice network for rapid MRI reconstruction. Neurocomputing 397 (2020)
Chen Xuheng, Mingyong Zhuang, Congbo Cai, Yue Huang, Xinghao Ding
Accurate Infant Brain MRI Segmentation via 3D Dense-Fuse Convolution Neural Networks. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)
Jun Zhang, Jian Wu, Shaojian Chen, Zhiyong Zhang, Shuhui Cai, Congbo Cai, Zhong Chen
Mapping via Multiple Overlapping-Echo Acquisition and Deep Neural Network. IEEE Trans. Medical Imaging 38 (8) (2019)
Yan Luo, Mingyong Zhuang, Congbo Cai, Yue Huang, Xinghao Ding
G-HAPNet: A Novel Structure for Single Image Super-Resolution. ICONIP (5) (2019)
Fei Li, Hongyu Huang, Yawen Wu, Congbo Cai, Yue Huang, Xinghao Ding
Lung Nodule Detection with a 3D ConvNet via IoU Self-normalization and Maxout Unit. ICASSP (2019)
Kun Zeng, Hong Zheng, Congbo Cai, Yu Yang, Kaihua Zhang, Zhong Chen
Simultaneous single- and multi-contrast super-resolution for brain MRI images based on a convolutional neural network. Comput. Biol. Medicine 99 (2018)
Zhiwen Fan, Liyan Sun, Xinghao Ding, Yue Huang, Congbo Cai, John W. Paisley
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI. CoRR (2018)
Zhiwen Fan, Liyan Sun, Xinghao Ding, Yue Huang, Congbo Cai, John W. Paisley
A Segmentation-Aware Deep Fusion Network for Compressed Sensing MRI. ECCV (6) (2018)
Huafeng Wu, Yawen Wu, Liyan Sun, Congbo Cai, Yue Huang, Xinghao Ding
A Deep Ensemble Network for Compressed Sensing MRI. ICONIP (1) (2018)
Chao Wang, Yawen Wu, Xinghao Ding, Yue Huang, Congbo Cai
High Efficient Reconstruction of Single-Shot Magnetic Resonance T_2 Mapping Through Overlapping Echo Detachment and DenseNet. ICONIP (6) (2018)
Pu Liao, Jun Zhang, Kun Zeng, Yonggui Yang, Shuhui Cai, Gang Guo, Congbo Cai
Referenceless distortion correction of gradient-echo echo-planar imaging under inhomogeneous magnetic fields based on a deep convolutional neural network. Comput. Biol. Medicine 100 (2018)
Liyan Sun, Zhiwen Fan, Xinghao Ding, Congbo Cai, Yue Huang, John W. Paisley
A Divide-and-Conquer Approach to Compressed Sensing MRI. CoRR (2018)
Lin Chen, Congbo Cai, Tianhe Yang, Jianzhong Lin, Shuhui Cai, Jiaxing Zhang, Zhong Chen
Changes in brain iron concentration after exposure to high-altitude hypoxia measured by quantitative susceptibility mapping. NeuroImage 147 (2017)
Liyan Sun, Yue Huang, Congbo Cai, Xinghao Ding
Compressed sensing MRI using total variation regularization with K-space decomposition. ICIP (2017)
Congbo Cai, Yiqing Zeng, Yuchuan Zhuang, Shuhui Cai, Lin Chen, Xinghao Ding, Lijun Bao, Jianhui Zhong, Zhong Chen
Mapping Through OverLapping-Echo Detachment (OLED) Planar Imaging. IEEE Trans. Biomed. Eng. 64 (10) (2017)
Congbo Cai, Yiqing Zeng, Chao Wang, Shuhui Cai, Jun Zhang, Zhong Chen, Xinghao Ding, Jianhui Zhong
High Efficient Reconstruction of Single-shot T2 Mapping from OverLapping-Echo Detachment Planar Imaging Based on Deep Residual Network. CoRR (2017)
Lijun Bao, Xu Li, Congbo Cai, Zhong Chen, Peter C. M. van Zijl
Quantitative Susceptibility Mapping Using Structural Feature Based Collaborative Reconstruction (SFCR) in the Human Brain. IEEE Trans. Medical Imaging 35 (9) (2016)
Congbo Cai, Xi Chen, Weijun Liu, Shuhui Cai, Delu Zeng, Xinghao Ding
norm approximation. Comput. Biol. Medicine 79 (2016)
Lin Chen, Jing Li, Miao Zhang, Shuhui Cai, Ting Zhang, Congbo Cai, Zhong Chen
Super-resolved enhancing and edge deghosting (SEED) for spatiotemporally encoded single-shot MRI. Medical Image Anal. 23 (1) (2015)
Weijun Liu, Jianzhong Lin, Congbo Cai, Delu Zeng, Xinghao Ding
Fast magnetic susceptibility reconstruction using L0 norm of gradient. ICASSP (2015)
Jing Li, Lin Chen, Shuhui Cai, Congbo Cai, Jianhui Zhong, Zhong Chen
Imaging with referenceless distortion correction and flexible regions of interest using single-shot biaxial spatiotemporally encoded MRI. NeuroImage 105 (2015)