Congbo Cai
Orcid: 0000-0002-0600-8594
According to our database1,
Congbo Cai
authored at least 31 papers
between 2015 and 2024.
Collaborative distances:
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Bibliography
2024
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI.
CoRR, 2024
2023
Physics-Driven Synthetic Data Learning for Biomedical Magnetic Resonance: The imaging physics-based data synthesis paradigm for artificial intelligence.
IEEE Signal Process. Mag., March, 2023
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction.
CoRR, 2023
A Comprehensive Multi-modal Domain Adaptative Aid Framework for Brain Tumor Diagnosis.
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 T<sub>2</sub> Mapping With Severe Head Motion Using Overlapping-Echo Acquisition.
IEEE Trans. Medical Imaging, 2022
Single-shot multi-parametric mapping based on multiple overlapping-echo detachment (MOLED) imaging.
NeuroImage, 2022
Joint optimization of Cartesian sampling patterns and reconstruction for single-contrast and multi-contrast fast magnetic resonance imaging.
Comput. Methods Programs Biomed., 2022
Potential prognostic biomarkers of sudden cardiac death discovered by machine learning.
Comput. Biol. Medicine, 2022
Int. J. Comput. Assist. Radiol. Surg., 2022
2020
Neurocomputing, 2020
2019
Robust Single-Shot T<sub>2</sub> Mapping via Multiple Overlapping-Echo Acquisition and Deep Neural Network.
IEEE Trans. Medical Imaging, 2019
Accurate Infant Brain MRI Segmentation via 3D Dense-Fuse Convolution Neural Networks.
Aust. J. Intell. Inf. Process. Syst., 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Simultaneous single- and multi-contrast super-resolution for brain MRI images based on a convolutional neural network.
Comput. Biol. Medicine, 2018
Referenceless distortion correction of gradient-echo echo-planar imaging under inhomogeneous magnetic fields based on a deep convolutional neural network.
Comput. Biol. Medicine, 2018
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.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
Single-Shot T<sub>2</sub> Mapping Through OverLapping-Echo Detachment (OLED) Planar Imaging.
IEEE Trans. Biomed. Eng., 2017
Changes in brain iron concentration after exposure to high-altitude hypoxia measured by quantitative susceptibility mapping.
NeuroImage, 2017
High Efficient Reconstruction of Single-shot T2 Mapping from OverLapping-Echo Detachment Planar Imaging Based on Deep Residual Network.
CoRR, 2017
Compressed sensing MRI using total variation regularization with K-space decomposition.
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.
IEEE Trans. Medical Imaging, 2016
Rapid reconstruction of quantitative susceptibility mapping via improved ℓ<sub>0</sub> norm approximation.
Comput. Biol. Medicine, 2016
2015
Imaging with referenceless distortion correction and flexible regions of interest using single-shot biaxial spatiotemporally encoded MRI.
NeuroImage, 2015
Super-resolved enhancing and edge deghosting (SEED) for spatiotemporally encoded single-shot MRI.
Medical Image Anal., 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015