Kaicong Sun - RankMe

63 papers A* 1Journal 28Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Integrated Automatic Framework for Super-Resolution Reconstruction of Motion-Corrupted Fetal Brain MRI With Prior Anatomical Knowledge. IEEE Trans. Biomed. Eng. Shijie Huang, Kaicong Sun, Kai Zhang, Lingnan Kong, Fangmei Zhu, Zhongxiang Ding, Geng Chen, Dinggang Shen
2026	J	`jnl`	HALO: High-frequency enhanced dose-aware diffusion model for arbitrary low-dose PET reconstruction. Medical Image Anal. Zixin Tang, Caiwen Jiang, Kaicong Sun, Zhiming Cui, Dinggang Shen
2026	—	`ed.`	Machine Learning in Medical Imaging - 16th International Workshop, MLMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings MLMI@MICCAI Zhiming Cui, Islem Rekik, Heung-Il Suk, Xi Ouyang, Kaicong Sun, Sheng Wang
2025	J	`jnl`	3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-Quality Medical Image Generation. IEEE Trans. Medical Imaging Haoshen Wang, Zhentao Liu, Kaicong Sun, Xiaodong Wang, Dinggang Shen, Zhiming Cui
2025	—	`conf`	A Detail-Preserving Latent Diffusion Model for Arbitrarily Accelerated MR Imaging. MLMI@MICCAI Zhongjian Jiang, Kaicong Sun, Dinggang Shen
2025	J	`jnl`	A Modality-Flexible Framework for Alzheimer's Disease Diagnosis Following Clinical Routine. IEEE J. Biomed. Health Informatics Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Fang Xie, Qihao Guo, Dinggang Shen
2025	J	`jnl`	A Neighbor-Sensitive Multi-Modal Flexible Learning Framework for Improved Prostate Tumor Segmentation in Anisotropic MR Images. IEEE Trans. Biomed. Eng. Runqi Meng, Jingli Chen, Kaicong Sun, Qianqian Chen, Xiao Zhang, Ling Dai, Yuning Gu, Guangyu Wu, Dinggang Shen
2025	—	`conf`	A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms. MICCAI (8) Haoyuan Chen, Yonghao Li, Long Yang, Han Wu, Lin Zhou, Kaicong Sun, Dinggang Shen
2025	—	`conf`	Brain-Heart-Gut Guided Multi-constraint Knowledge Distillation for Early Alzheimer's Disease Diagnosis. MICCAI (15) Fan Li, Shilun Zhao, Shuwei Bai, Yuxiao Liu, Kai Zhang, Yin Xu, Ya Zhang, Kaicong Sun, Dinggang Shen
2025	—	`conf`	Facial Model Assisted Shape Prediction for Orthognathic Surgery. MLMI@MICCAI Siyu Cheng, Lanzhuju Mei, Minjiao Wang, Min Zhu, Kaicong Sun, Zhiming Cui, Dinggang Shen
2025	—	`conf`	Hierarchical CLIPs for Fine-Grained Anatomical Lesion Localization from Whole-Body PET/CT Images. IPMI (2) Mingyang Yu, Yaozong Gao, Yiran Shu, Yanbo Chen, Jingyu Liu, Caiwen Jiang, Kaicong Sun, Weifang Zhang, Yiqiang Zhan, Xiang Sean Zhou, Shaonan Zhong, Xinlu Wang, Meixin Zhao, Dinggang Shen
2025	J	`jnl`	Learning contrast and content representations for synthesizing magnetic resonance image of arbitrary contrast. Medical Image Anal. Honglin Xiong, Yulin Wang, Zhenrong Shen, Kaicong Sun, Yu Fang, Yan Chen, Dinggang Shen, Qian Wang
2025	—	`conf`	Location-Guided Automated Lesion Captioning in Whole-Body PET/CT Images. MICCAI (5) Mingyang Yu, Yaozong Gao, Yiran Shu, Yanbo Chen, Jingyu Liu, Caiwen Jiang, Kaicong Sun, Zhiming Cui, Weifang Zhang, Yiqiang Zhan, Xiang Sean Zhou, Shaonan Zhong, Xinlu Wang, Meixin Zhao, Dinggang Shen
2025	J	`jnl`	MIP-Enhanced Uncertainty-Aware Network for Fast 7T Time-of-Flight MRA Reconstruction. IEEE Trans. Medical Imaging Kaicong Sun, Caohui Duan, Xin Lou, Dinggang Shen
2025	—	`ed.`	Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, Part I MLMI@MICCAI (1) Xuanang Xu, Zhiming Cui, Islem Rekik, Xi Ouyang, Kaicong Sun
2025	—	`ed.`	Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, Part II MLMI@MICCAI (2) Xuanang Xu, Zhiming Cui, Islem Rekik, Xi Ouyang, Kaicong Sun
2025	J	`jnl`	SRM-Net: Joint Sampling and Reconstruction and Mapping Network for Accelerated 3T Brain Multi-Parametric MR Imaging. IEEE Trans. Biomed. Eng. Yuxuan Liu, Kaicong Sun, Haikun Qi, Junwei Yang, Xiaopeng Zong, Yongsheng Pan, Yuning Gu, Sifan He, Han Zhang, Yu Zhang, Dinggang Shen
2025	—	`conf`	Tabular Data-Enhanced Multi-modal Alignment and Synthesis for Alzheimer's Disease Diagnosis. AMAI@MICCAI Weilin Zhou, Yuxiao Liu, Yuanwang Zhang, Kaicong Sun, Fan Li, Shilun Zhao, Yuanbo Wang, Dinggang Shen
2025	—	`conf`	TransGATNet: Hybrid Temporal-Frequency Features with Graph-Attention Transformers for Sleep Staging in OSA Patients. MLMI@MICCAI Zhouxin Xue, Fan Yang, Kaicong Sun, Zhiming Cui, Dinggang Shen
2025	—	`conf`	Tree-Diffusion: Octree-Based Conditional Diffusion Model for Small Bowel Skeleton Generation with Geometric Direction Modeling. BIBM Zhichao Liang, Fan Li, Dengqiang Jia, Yaofei Duan, Xinyu Xie, Kaicong Sun, Zhiming Cui, Tao Tan, Dinggang Shen
2025	—	`conf`	Uncovering Aβ Accumulation Patterns via Multi-modal Latent Space Clustering Using Residual Diffusion Model. DGM4MICCAI@MICCAI Zaixin Ou, Caiwen Jiang, Yuxiao Liu, Kaicong Sun, Dinggang Shen
2025	—	`conf`	Unisyn: A Generative Foundation Model for Universal Medical Image Synthesis Across MRI, CT and PET. MICCAI (3) Yulin Wang, Honglin Xiong, Kaicong Sun, Jiameng Liu, Xin Lin, Ziyi Chen, Yuanzhe He, Qian Wang, Dinggang Shen
2025	—	`conf`	Wavelet-Driven Decoupling and Physics-Informed Mapping Network for Accelerated Multi-parametric MR Imaging. MICCAI (1) Ruilong Dan, Kaicong Sun, Yichen Zhou, Minqiang Jia, Yuxuan Liu, Han Zhang, Xiaopeng Zong, Dinggang Shen
2024	J	`jnl`	3D MedDiffusion: A 3D Medical Diffusion Model for Controllable and High-quality Medical Image Generation. CoRR Haoshen Wang, Zhentao Liu, Kaicong Sun, Xiaodong Wang, Dinggang Shen, Zhiming Cui
2024	J	`jnl`	A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis. CoRR Yuxiao Liu, Mianxin Liu, Yuanwang Zhang, Kaicong Sun, Dinggang Shen
2024	—	`conf`	A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis. MLCN@MICCAI Yuxiao Liu, Mianxin Liu, Yuanwang Zhang, Kaicong Sun, Dinggang Shen
2024	—	`conf`	Adaptive High-frequency Enhancement Network with Equilibrated Mechanism for MR Imaging. EMBC Ye Liu, Kaicong Sun, Chong Li, Qingneng Li, Zhuoxu Cui, Jing Cheng, Dong Liang
2024	J	`jnl`	An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation. IEEE Trans. Medical Imaging Xiao Zhang, Kaicong Sun, Dijia Wu, Xiaosong Xiong, Jiameng Liu, Linlin Yao, Shufang Li, Yining Wang, Jun Feng, Dinggang Shen
2024	—	`conf`	Contrast Representation Learning from Imaging Parameters for Magnetic Resonance Image Synthesis. MICCAI (7) Honglin Xiong, Yu Fang, Kaicong Sun, Yulin Wang, Xiaopeng Zong, Weijun Zhang, Qian Wang
2024	—	`conf`	DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels. GRAIL@MICCAI Dengqiang Jia, Xinnian Yang, Xiaosong Xiong, Shijie Huang, Feiyu Hou, Li Qin, Kaicong Sun, Kannie W. Y. Chan, Dinggang Shen
2024	J	`jnl`	DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels. CoRR Dengqiang Jia, Xinnian Yang, Xiaosong Xiong, Shijie Huang, Feiyu Hou, Li Qin, Kaicong Sun, Kannie W. Y. Chan, Dinggang Shen
2024	J	`jnl`	Detail-preserving image warping by enforcing smooth image sampling. Neural Networks Qingrui Sha, Kaicong Sun, Caiwen Jiang, Mingze Xu, Zhong Xue, Xiaohuan Cao, Dinggang Shen
2024	J	`jnl`	End-to-end Triple-domain PET Enhancement: A Hybrid Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET Images from Low-dose PET Sinograms. CoRR Caiwen Jiang, Mianxin Liu, Kaicong Sun, Dinggang Shen
2024	—	`conf`	Hierarchical Symmetric Normalization Registration Using Deformation-Inverse Network. MICCAI (2) Qingrui Sha, Kaicong Sun, Mingze Xu, Yonghao Li, Zhong Xue, Xiaohuan Cao, Dinggang Shen
2024	J	`jnl`	Joint Cross-Attention Network With Deep Modality Prior for Fast MRI Reconstruction. IEEE Trans. Medical Imaging Kaicong Sun, Qian Wang, Dinggang Shen
2024	—	`conf`	LM-UNet: Whole-Body PET-CT Lesion Segmentation with Dual-Modality-Based Annotations Driven by Latent Mamba U-Net. MICCAI (9) Anglin Liu, Dengqiang Jia, Kaicong Sun, Runqi Meng, Meixin Zhao, Yongluo Jiang, Zhijian Dong, Yaozong Gao, Dinggang Shen
2024	J	`jnl`	Multi-Modal Modality-Masked Diffusion Network for Brain MRI Synthesis With Random Modality Missing. IEEE Trans. Medical Imaging Xiangxi Meng, Kaicong Sun, Jun Xu, Xuming He, Dinggang Shen
2024	A*	`conf`	NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images. AAAI Runqi Meng, Xiao Zhang, Shijie Huang, Yuning Gu, Guiqin Liu, Guangyu Wu, Nizhuan Wang, Kaicong Sun, Dinggang Shen
2024	—	`conf`	SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis. CaPTion@MICCAI Runqi Meng, Zonglin Liu, Yiqun Sun, Dengqiang Jia, Lin Teng, Qiong Ma, Tong Tong, Kaicong Sun, Dinggang Shen
2024	J	`jnl`	Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation. CoRR Yulin Wang, Honglin Xiong, Kaicong Sun, Shuwei Bai, Ling Dai, Zhongxiang Ding, Jiameng Liu, Qian Wang, Qian Liu, Dinggang Shen
2024	—	`conf`	UinTSeg: Unified Infant Brain Tissue Segmentation with Anatomy Delineation. MICCAI (2) Jiameng Liu, Feihong Liu, Kaicong Sun, Yuhang Sun, Jiawei Huang, Caiwen Jiang, Islem Rekik, Dinggang Shen
2024	—	`conf`	k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging. MICCAI (7) Ye Liu, Zhuo-Xu Cui, Kaicong Sun, Ting Zhao, Jing Cheng, Yuliang Zhu, Dinggang Shen, Dong Liang
2023	J	`jnl`	A resolution enhancement plug-in for deformable registration of medical images. Biomed. Signal Process. Control. Kaicong Sun, Sven Simon
2023	—	`conf`	Adult-Like Phase and Multi-scale Assistance for Isointense Infant Brain Tissue Segmentation. MICCAI (4) Jiameng Liu, Feihong Liu, Kaicong Sun, Mianxin Liu, Yuhang Sun, Yuyan Ge, Dinggang Shen
2023	—	`conf`	Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration Assistance. MLMI@MICCAI (1) Yuhang Sun, Jiameng Liu, Feihong Liu, Kaicong Sun, Han Zhang, Feng Shi, Qianjin Feng, Dinggang Shen
2023	—	`conf`	Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images. MICCAI (7) Meiyu Li, Kaicong Sun, Yuning Gu, Kai Zhang, Yiqun Sun, Zhenhui Li, Dinggang Shen
2023	—	`conf`	Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information Fusion. MLMI@MICCAI (2) Nan Zhao, Yongsheng Pan, Kaicong Sun, Yuning Gu, Mianxin Liu, Zhong Xue, Han Zhang, Qing Yang, Fei Gao, Feng Shi, Dinggang Shen
2023	J	`jnl`	Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections. J. Real Time Image Process. Ammar Alsaffar, Kaicong Sun, Sven Simon
2023	—	`conf`	Super-Resolution Reconstruction of Fetal Brain MRI with Prior Anatomical Knowledge. IPMI Shijie Huang, Geng Chen, Kaicong Sun, Zhiming Cui, Xukun Zhang, Peng Xue, Xuan Zhang, He Zhang, Dinggang Shen
2023	—	`conf`	Transformer-Based Multimodal Fusion for Early Diagnosis of Alzheimer's Disease Using Structural MRI And PET. ISBI Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Dinggang Shen
2023	—	`conf`	Vector Quantized Multi-modal Guidance for Alzheimer's Disease Diagnosis Based on Feature Imputation. MLMI@MICCAI (1) Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Zaixin Ou, Dinggang Shen
2022	J	`jnl`	A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization. CoRR Trung-Hieu Tran, Kaicong Sun, Sven Simon
2022	J	`jnl`	A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization. J. Real Time Image Process. Trung-Hieu Tran, Kaicong Sun, Sven Simon
2022	J	`jnl`	An FPGA-Based Residual Recurrent Neural Network for Real-Time Video Super-Resolution. IEEE Trans. Circuits Syst. Video Technol. Kaicong Sun, Maurice Koch, Zhe Wang, Slavisa Jovanovic, Hassan Rabah, Sven Simon
2022	J	`jnl`	Computational scatter correction in near real-time with a fast Monte Carlo photon transport model for high-resolution flat-panel CT. J. Real Time Image Process. Ammar Alsaffar, Steffen Kieß, Kaicong Sun, Sven Simon
2022	—	`conf`	DPDudoNet: Deep-Prior Based Dual-Domain Network for Low-Dose Computed Tomography Reconstruction. MLMIR@MICCAI Temitope Emmanuel Komolafe, Yuhang Sun, Nizhuan Wang, Kaicong Sun, Guohua Cao, Dinggang Shen
2022	J	`jnl`	FL-MISR: fast large-scale multi-image super-resolution for computed tomography based on multi-GPU acceleration. J. Real Time Image Process. Kaicong Sun, Trung-Hieu Tran, Guhathakurta Jajnabalkya, Sven Simon
2021	J	`jnl`	A Resolution Enhancement Plug-in for Deformable Registration of Medical Images. CoRR Kaicong Sun, Sven Simon
2021	J	`jnl`	Bilateral Spectrum Weighted Total Variation for Noisy-Image Super-Resolution and Image Denoising. IEEE Trans. Signal Process. Kaicong Sun, Sven Simon
2021	—	`—`	Super-resolution enhancement for computed tomography imaging and image processing. Kaicong Sun
2020	J	`jnl`	FDRN: A Fast Deformable Registration Network for Medical Images. CoRR Kaicong Sun, Sven Simon
2020	J	`jnl`	Multi-frame super-resolution reconstruction based on mixed Poisson-Gaussian noise. Signal Process. Image Commun. Kaicong Sun, Trung-Hieu Tran, Roman Krawtschenko, Sven Simon
2018	—	`conf`	GPU-Accelerated Light-Field Image Super-Resolution. ACOMP Trung-Hieu Tran, Gasim Mammadov, Kaicong Sun, Sven Simon