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Kaicong Sun
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2020 – today
- 2025
- [e2]Xuanang Xu
, Zhiming Cui, Islem Rekik
Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15241, Springer 2025, ISBN 978-3-031-73283-6 [contents] - [e1]Xuanang Xu
Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15242, Springer 2025, ISBN 978-3-031-73292-8 [contents] - 2024
- [j12]Qingrui Sha
Detail-preserving image warping by enforcing smooth image sampling. Neural Networks 178: 106426 (2024) - [j11]Kaicong Sun
Joint Cross-Attention Network With Deep Modality Prior for Fast MRI Reconstruction. IEEE Trans. Medical Imaging 43(1): 558-569 (2024) - [j10]Xiao Zhang
An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation. IEEE Trans. Medical Imaging 43(2): 723-733 (2024) - [j9]Xiangxi Meng
Multi-Modal Modality-Masked Diffusion Network for Brain MRI Synthesis With Random Modality Missing. IEEE Trans. Medical Imaging 43(7): 2587-2598 (2024) - [c16]Runqi Meng, Xiao Zhang, Shijie Huang, Yuning Gu, Guiqin Liu, Guangyu Wu, Nizhuan Wang, Kaicong Sun, Dinggang Shen:
NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images. AAAI 2024: 4198-4206 - [c15]Honglin Xiong, Yu Fang, Kaicong Sun, Yulin Wang, Xiaopeng Zong, Weijun Zhang, Qian Wang:
Contrast Representation Learning from Imaging Parameters for Magnetic Resonance Image Synthesis. MICCAI (7) 2024: 181-190 - [c14]Runqi Meng, Zonglin Liu, Yiqun Sun, Dengqiang Jia, Lin Teng, Qiong Ma, Tong Tong, Kaicong Sun, Dinggang Shen:
SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis. CaPTion@MICCAI 2024: 200-210 - [c13]Anglin Liu, Dengqiang Jia, Kaicong Sun, Runqi Meng, Meixin Zhao, Yongluo Jiang, Zhijian Dong, Yaozong Gao, Dinggang Shen:
LM-UNet: Whole-Body PET-CT Lesion Segmentation with Dual-Modality-Based Annotations Driven by Latent Mamba U-Net. MICCAI (9) 2024: 405-414 - [c12]Ye Liu, Zhuo-Xu Cui, Kaicong Sun, Ting Zhao, Jing Cheng, Yuliang Zhu, Dinggang Shen, Dong Liang:
k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging. MICCAI (7) 2024: 414-424 - [c11]Jiameng Liu, Feihong Liu, Kaicong Sun, Yuhang Sun, Jiawei Huang, Caiwen Jiang, Islem Rekik, Dinggang Shen:
UinTSeg: Unified Infant Brain Tissue Segmentation with Anatomy Delineation. MICCAI (2) 2024: 487-497 - [c10]Qingrui Sha, Kaicong Sun
Hierarchical Symmetric Normalization Registration Using Deformation-Inverse Network. MICCAI (2) 2024: 662-672 - [i5]Yuxiao Liu, Mianxin Liu, Yuanwang Zhang, Kaicong Sun, Dinggang Shen:
A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis. CoRR abs/2407.18466 (2024) - [i4]Yulin Wang, Honglin Xiong, Kaicong Sun, Shuwei Bai, Ling Dai, Zhongxiang Ding, Jiameng Liu, Qian Wang, Qian Liu, Dinggang Shen:
Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation. CoRR abs/2409.16818 (2024) - 2023
- [j8]Kaicong Sun
A resolution enhancement plug-in for deformable registration of medical images. Biomed. Signal Process. Control. 79(Part): 104090 (2023) - [j7]Ammar Alsaffar, Kaicong Sun, Sven Simon:
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections. J. Real Time Image Process. 20(2): 20 (2023) - [c9]Shijie Huang, Geng Chen, Kaicong Sun, Zhiming Cui, Xukun Zhang, Peng Xue, Xuan Zhang, He Zhang, Dinggang Shen:
Super-Resolution Reconstruction of Fetal Brain MRI with Prior Anatomical Knowledge. IPMI 2023: 428-441 - [c8]Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Dinggang Shen:
Transformer-Based Multimodal Fusion for Early Diagnosis of Alzheimer's Disease Using Structural MRI And PET. ISBI 2023: 1-5 - [c7]Jiameng Liu, Feihong Liu, Kaicong Sun, Mianxin Liu, Yuhang Sun, Yuyan Ge, Dinggang Shen:
Adult-Like Phase and Multi-scale Assistance for Isointense Infant Brain Tissue Segmentation. MICCAI (4) 2023: 56-66 - [c6]Meiyu Li, Kaicong Sun, Yuning Gu, Kai Zhang, Yiqun Sun, Zhenhui Li, Dinggang Shen:
Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images. MICCAI (7) 2023: 89-96 - [c5]Nan Zhao, Yongsheng Pan, Kaicong Sun, Yuning Gu, Mianxin Liu, Zhong Xue
Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information Fusion. MLMI@MICCAI (2) 2023: 84-93 - [c4]Yuhang Sun, Jiameng Liu, Feihong Liu, Kaicong Sun, Han Zhang, Feng Shi, Qianjin Feng, Dinggang Shen:
Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration Assistance. MLMI@MICCAI (1) 2023: 186-195 - [c3]Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Zaixin Ou, Dinggang Shen:
Vector Quantized Multi-modal Guidance for Alzheimer's Disease Diagnosis Based on Feature Imputation. MLMI@MICCAI (1) 2023: 403-412 - 2022
- [j6]Kaicong Sun
FL-MISR: fast large-scale multi-image super-resolution for computed tomography based on multi-GPU acceleration. J. Real Time Image Process. 19(2): 331-344 (2022) - [j5]Trung-Hieu Tran
A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization. J. Real Time Image Process. 19(5): 893-910 (2022) - [j4]Ammar Alsaffar, Steffen Kieß, Kaicong Sun, Sven Simon:
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. 19(6): 1063-1079 (2022) - [j3]Kaicong Sun
An FPGA-Based Residual Recurrent Neural Network for Real-Time Video Super-Resolution. IEEE Trans. Circuits Syst. Video Technol. 32(4): 1739-1750 (2022) - [c2]Temitope Emmanuel Komolafe, Yuhang Sun, Nizhuan Wang, Kaicong Sun, Guohua Cao, Dinggang Shen:
DPDudoNet: Deep-Prior Based Dual-Domain Network for Low-Dose Computed Tomography Reconstruction. MLMIR@MICCAI 2022: 123-132 - [i3]Trung-Hieu Tran, Kaicong Sun, Sven Simon:
A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization. CoRR abs/2206.05047 (2022) - 2021
- [b1]Kaicong Sun:
Super-resolution enhancement for computed tomography imaging and image processing. University of Stuttgart, Germany, 2021 - [j2]Kaicong Sun
Bilateral Spectrum Weighted Total Variation for Noisy-Image Super-Resolution and Image Denoising. IEEE Trans. Signal Process. 69: 6329-6341 (2021) - [i2]Kaicong Sun, Sven Simon:
A Resolution Enhancement Plug-in for Deformable Registration of Medical Images. CoRR abs/2112.15180 (2021) - 2020
- [j1]Kaicong Sun, Trung-Hieu Tran, Roman Krawtschenko, Sven Simon:
Multi-frame super-resolution reconstruction based on mixed Poisson-Gaussian noise. Signal Process. Image Commun. 82: 115736 (2020) - [i1]Kaicong Sun, Sven Simon:
FDRN: A Fast Deformable Registration Network for Medical Images. CoRR abs/2011.02307 (2020)
2010 – 2019
- 2018
- [c1]Trung-Hieu Tran, Gasim Mammadov, Kaicong Sun, Sven Simon:
GPU-Accelerated Light-Field Image Super-Resolution. ACOMP 2018: 7-13
Coauthor Index
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