Kaicong Sun

According to our database, Kaicong Sun authored at least 37 papers between 2018 and 2025.

Collaborative distances:

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

2025

A Modality-Flexible Framework for Alzheimer's Disease Diagnosis Following Clinical Routine.

Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Fang Xie, Qihao Guo, Dinggang Shen

IEEE J. Biomed. Health Informatics, January, 2025

2024

Multi-Modal Modality-Masked Diffusion Network for Brain MRI Synthesis With Random Modality Missing.

Xiangxi Meng, Kaicong Sun, Jun Xu, Xuming He, Dinggang Shen

IEEE Trans. Medical Imaging, July, 2024

An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation.

Xiao Zhang, Kaicong Sun, Dijia Wu, Xiaosong Xiong, Jiameng Liu, Linlin Yao, Shufang Li, Yining Wang, Jun Feng, Dinggang Shen

IEEE Trans. Medical Imaging, February, 2024

Joint Cross-Attention Network With Deep Modality Prior for Fast MRI Reconstruction.

Kaicong Sun, Qian Wang, Dinggang Shen

IEEE Trans. Medical Imaging, January, 2024

Detail-preserving image warping by enforcing smooth image sampling.

Qingrui Sha, Kaicong Sun, Caiwen Jiang, Mingze Xu, Zhong Xue, Xiaohuan Cao, Dinggang Shen

Neural Networks, 2024

3D MedDiffusion: A 3D Medical Diffusion Model for Controllable and High-quality Medical Image Generation.

Haoshen Wang, Zhentao Liu, Kaicong Sun, Xiaodong Wang, Dinggang Shen, Zhiming Cui

CoRR, 2024

End-to-end Triple-domain PET Enhancement: A Hybrid Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET Images from Low-dose PET Sinograms.

Caiwen Jiang, Mianxin Liu, Kaicong Sun, Dinggang Shen

CoRR, 2024

DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels.

Dengqiang Jia, Xinnian Yang, Xiaosong Xiong, Shijie Huang, Feiyu Hou, Li Qin, Kaicong Sun, Kannie W. Y. Chan, Dinggang Shen

CoRR, 2024

Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation.

Yulin Wang, Honglin Xiong, Kaicong Sun, Shuwei Bai, Ling Dai, Zhongxiang Ding, Jiameng Liu, Qian Wang, Qian Liu, Dinggang Shen

CoRR, 2024

Contrast Representation Learning from Imaging Parameters for Magnetic Resonance Image Synthesis.

Honglin Xiong, Yu Fang, Kaicong Sun, Yulin Wang, Xiaopeng Zong, Weijun Zhang, Qian Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Hierarchical Symmetric Normalization Registration Using Deformation-Inverse Network.

Qingrui Sha, Kaicong Sun, Mingze Xu, Yonghao Li, Zhong Xue, Xiaohuan Cao, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis.

Runqi Meng, Zonglin Liu, Yiqun Sun, Dengqiang Jia, Lin Teng, Qiong Ma, Tong Tong, Kaicong Sun, Dinggang Shen

Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024

A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis.

Yuxiao Liu, Mianxin Liu, Yuanwang Zhang, Kaicong Sun, Dinggang Shen

Proceedings of the Machine Learning in Clinical Neuroimaging - 7th International Workshop, 2024

UinTSeg: Unified Infant Brain Tissue Segmentation with Anatomy Delineation.

Jiameng Liu, Feihong Liu, Kaicong Sun, Yuhang Sun, Jiawei Huang, Caiwen Jiang, Islem Rekik, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

LM-UNet: Whole-Body PET-CT Lesion Segmentation with Dual-Modality-Based Annotations Driven by Latent Mamba U-Net.

Anglin Liu, Dengqiang Jia, Kaicong Sun, Runqi Meng, Meixin Zhao, Yongluo Jiang, Zhijian Dong, Yaozong Gao, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging.

Ye Liu, Zhuo-Xu Cui, Kaicong Sun, Ting Zhao, Jing Cheng, Yuliang Zhu, Dinggang Shen, Dong Liang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Adaptive High-frequency Enhancement Network with Equilibrated Mechanism for MR Imaging.

Ye Liu, Kaicong Sun, Chong Li, Qingneng Li, Zhuoxu Cui, Jing Cheng, Dong Liang

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images.

Runqi Meng, Xiao Zhang, Shijie Huang, Yuning Gu, Guiqin Liu, Guangyu Wu, Nizhuan Wang, Kaicong Sun, Dinggang Shen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections.

Ammar Alsaffar, Kaicong Sun, Sven Simon

J. Real Time Image Process., April, 2023

A resolution enhancement plug-in for deformable registration of medical images.

Kaicong Sun, Sven Simon

Biomed. Signal Process. Control., 2023

Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information Fusion.

Nan Zhao, Yongsheng Pan, Kaicong Sun, Yuning Gu, Mianxin Liu, Zhong Xue, Han Zhang, Qing Yang, Fei Gao, Feng Shi, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Vector Quantized Multi-modal Guidance for Alzheimer's Disease Diagnosis Based on Feature Imputation.

Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Zaixin Ou, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration Assistance.

Yuhang Sun, Jiameng Liu, Feihong Liu, Kaicong Sun, Han Zhang, Feng Shi, Qianjin Feng, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Adult-Like Phase and Multi-scale Assistance for Isointense Infant Brain Tissue Segmentation.

Jiameng Liu, Feihong Liu, Kaicong Sun, Mianxin Liu, Yuhang Sun, Yuyan Ge, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images.

Meiyu Li, Kaicong Sun, Yuning Gu, Kai Zhang, Yiqun Sun, Zhenhui Li, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Transformer-Based Multimodal Fusion for Early Diagnosis of Alzheimer's Disease Using Structural MRI And PET.

Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Dinggang Shen

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Super-Resolution Reconstruction of Fetal Brain MRI with Prior Anatomical Knowledge.

Shijie Huang, Geng Chen, Kaicong Sun, Zhiming Cui, Xukun Zhang, Peng Xue, Xuan Zhang, He Zhang, Dinggang Shen

Proceedings of the Information Processing in Medical Imaging, 2023

2022

An FPGA-Based Residual Recurrent Neural Network for Real-Time Video Super-Resolution.

Kaicong Sun, Maurice Koch, Zhe Wang, Slavisa Jovanovic, Hassan Rabah, Sven Simon

IEEE Trans. Circuits Syst. Video Technol., 2022

A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization.

Trung-Hieu Tran, Kaicong Sun, Sven Simon

J. Real Time Image Process., 2022

FL-MISR: fast large-scale multi-image super-resolution for computed tomography based on multi-GPU acceleration.

Kaicong Sun, Trung-Hieu Tran, Guhathakurta Jajnabalkya, Sven Simon

J. Real Time Image Process., 2022

Computational scatter correction in near real-time with a fast Monte Carlo photon transport model for high-resolution flat-panel CT.

Ammar Alsaffar, Steffen Kieß, Kaicong Sun, Sven Simon

J. Real Time Image Process., 2022

DPDudoNet: Deep-Prior Based Dual-Domain Network for Low-Dose Computed Tomography Reconstruction.

Temitope Emmanuel Komolafe, Yuhang Sun, Nizhuan Wang, Kaicong Sun, Guohua Cao, Dinggang Shen

Proceedings of the Machine Learning for Medical Image Reconstruction, 2022

2021

Super-resolution enhancement for computed tomography imaging and image processing.

Kaicong Sun

PhD thesis, 2021

Bilateral Spectrum Weighted Total Variation for Noisy-Image Super-Resolution and Image Denoising.

Kaicong Sun, Sven Simon

IEEE Trans. Signal Process., 2021

2020

Multi-frame super-resolution reconstruction based on mixed Poisson-Gaussian noise.

Kaicong Sun, Trung-Hieu Tran, Roman Krawtschenko, Sven Simon

Signal Process. Image Commun., 2020

FDRN: A Fast Deformable Registration Network for Medical Images.

Kaicong Sun, Sven Simon

CoRR, 2020

2018

GPU-Accelerated Light-Field Image Super-Resolution.

Trung-Hieu Tran, Gasim Mammadov, Kaicong Sun, Sven Simon

Proceedings of the 2018 International Conference on Advanced Computing and Applications, 2018