PPaperPicks

Dinggang Shen

ShanghaiTech University, School of Biomedical Engineering, Shanghai, China

50 papers at tracked venues · 3 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-7934-5698 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×46AAAI ×2IJCAI ×1NeurIPS ×1

Frequent coauthors

Kaicong Sun
×15
Caiwen Jiang
×10
Zhiming Cui
×8
Yuxiao Liu
×7
Lin Teng
×5
Kai Zhang
×5
Shijie Huang
×5
Runqi Meng
×5
Zhong Xue
×5
Feng Shi
×4
Feihong Liu
×4
Han Zhang
×4

Papers

  1. A Curvature-Guided Diffeomorphic Mesh Deformation Framework for Lifespan Brain Cortical Surface Reconstruction
    MICCAI 2025 ·
    Lin Teng
    ,
    Shen Zhao
    ,
    Feng Shi
    , Dinggang Shen
  2. A New Paradigm for Low-Dose PET/CT Reconstruction with Mamba-Powered Progressive Network and Physics-Informed Consistency
    MICCAI 2025 ·
    Zixin Tang
    ,
    Caiwen Jiang
    ,
    Zhiming Cui
    , Dinggang Shen
  3. A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms
    MICCAI 2025 ·
    Haoyuan Chen
    ,
    Yonghao Li
    ,
    Long Yang
    ,
    Han Wu
    ,
    Lin Zhou
    ,
    Kaicong Sun
    , Dinggang Shen
  4. A$\upbeta $-PET Pattern Prediction via Graph Reconstruction-Aware Fusion (GRAF) of Functional and Structural Networks
    MICCAI 2025 ·
    Haoyue Yuan
    ,
    Yuxiao Liu
    ,
    Feihong Liu
    , Dinggang Shen
  5. Adapting Foundation Model for Dental Caries Detection with Dual-View Co-training
    MICCAI 2025 ·
    Tao Luo
    ,
    Han Wu
    ,
    Tong Yang
    , Dinggang Shen,
    Zhiming Cui
  6. BME2: A Plug-and-Play Bridge-Based Module for Misalignment Estimation and Elimination in Multi-scan Image Restoration
    MICCAI 2025 ·
    Wenxuan Chen
    ,
    Caiwen Jiang
    ,
    Xiaolei Song
    , Dinggang Shen
  7. Brain-Heart-Gut Guided Multi-constraint Knowledge Distillation for Early Alzheimer's Disease Diagnosis
    MICCAI 2025 ·
    Fan Li
    ,
    Shilun Zhao
    ,
    Shuwei Bai
    ,
    Yuxiao Liu
    ,
    Kai Zhang
    ,
    Yin Xu
    ,
    Ya Zhang
    ,
    Kaicong Sun
    , Dinggang Shen
  8. Continuous Spatio-Temporal Representation with Implicit Neural Networks for Fetal Brain MRI Atlas Construction
    MICCAI 2025 ·
    Kai Zhang
    ,
    Dan Hu
    ,
    Kaibo Tang
    ,
    Xiuyu Dong
    ,
    Shijie Huang
    ,
    Sheng-Che Hung
    ,
    He Zhang
    ,
    Zhengwang Wu
    ,
    Weili Lin
    , Dinggang Shen,
    Gang Li
  9. Graph-Based Neighbor-Aware Network for Gaze-Supervised Medical Image Segmentation
    MICCAI 2025 ·
    Shaoxuan Wu
    ,
    Jingkun Chen
    ,
    Zhuo Jin
    ,
    Peilin Zhang
    ,
    Zhizezhang Gao
    ,
    Jun Feng
    ,
    Xiao Zhang
    , Dinggang Shen
  10. HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction
    MICCAI 2025 ·
    Jiaqi Cui
    ,
    Lu Wen
    ,
    Yuchen Fei
    ,
    Bo Liu
    ,
    Luping Zhou
    , Dinggang Shen,
    Yan Wang
  11. Leveraging Visual Prompt with Diffusion Adversarial Network for Radiotherapy Dose Prediction
    MICCAI 2025 ·
    Zhenghao Feng
    ,
    Lu Wen
    ,
    Jiaqi Cui
    ,
    Xi Wu
    ,
    Jianghong Xiao
    ,
    Xingchen Peng
    , Dinggang Shen,
    Yan Wang
  12. Location-Guided Automated Lesion Captioning in Whole-Body PET/CT Images
    MICCAI 2025 ·
    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
  13. MAK-GAN: Multi-level Adaptive Convolutional Kernels for Asymmetric Multi-modal PET Reconstruction
    MICCAI 2025 ·
    Xinyi Zeng
    ,
    Pinxian Zeng
    ,
    Yan Wang
    ,
    Jiaqi Cui
    ,
    Luping Zhou
    ,
    Caiwen Jiang
    ,
    Han Zhang
    , Dinggang Shen
  14. MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
    MICCAI 2025 ·
    Runqi Meng
    ,
    Sifan Song
    ,
    Pengfei Jin
    ,
    Lin Teng
    ,
    Yulin Wang
    ,
    Yiqun Sun
    ,
    Ling Chen
    ,
    Yujin Oh
    ,
    Xiang Li
    ,
    Quanzheng Li
    ,
    Ning Guo
    , Dinggang Shen
  15. Multitask Deep Learning Model for Liver Segmentation and Lesion Classification from Multisequence MRI
    MICCAI 2025 ·
    Dongdong Gu
    ,
    Yuzhong Chen
    ,
    Xuejian Li
    ,
    Xi Ouyang
    ,
    Zhong Xue
    , Dinggang Shen
  16. Neuro-AMS: Neuro-Informed Age-Aware and Medical Knowledge-Integrated Strategy for Diagnosis of Multiple Brain Disorders
    MICCAI 2025 ·
    Zhenguo Zhang
    ,
    Lin Teng
    ,
    Nan Zhao
    ,
    Yuxiao Liu
    ,
    Zhaoyu Qiu
    ,
    Zehao Weng
    ,
    Jinwei Kong
    ,
    Feng Shi
    , Dinggang Shen
  17. Predicting Alzheimer's Disease Progression Using a Regression-Based Survival Model with Longitudinal Data
    MICCAI 2025 ·
    Ling Dai
    ,
    Yiqun Sun
    ,
    Jincheng Gu
    ,
    Qinsen Bao
    ,
    Feihong Liu
    , Dinggang Shen
  18. RadiSimCLIP: A Radiology Vision-Language Model Pretrained on Simulated Radiologist Learning Dataset for Zero-Shot Medical Image Understanding
    MICCAI 2025 ·
    Minhui Tan
    ,
    Qingxia Wu
    ,
    Boyang Zhang
    ,
    Genqiang Ren
    ,
    Jianlong Nie
    ,
    Zhong Xue
    ,
    Xiaohuan Cao
    , Dinggang Shen
  19. Sparsely Labeled fMRI Data Denoising with Meta-learning-Based Semi-supervised Domain Adaptation
    MICCAI 2025 ·
    Keun-Soo Heo
    ,
    Ji-Wung Han
    ,
    Soyeon Bak
    ,
    Minjoo Lim
    ,
    Bogyeong Kang
    ,
    Sang-Jun Park
    ,
    Weili Lin
    ,
    Han Zhang
    , Dinggang Shen,
    Tae-Eui Kam
  20. Tabular Data-Enhanced Multi-modal Alignment and Synthesis for Alzheimer's Disease Diagnosis
    MICCAI 2025 ·
    Weilin Zhou
    ,
    Yuxiao Liu
    ,
    Yuanwang Zhang
    ,
    Kaicong Sun
    ,
    Fan Li
    ,
    Shilun Zhao
    ,
    Yuanbo Wang
    , Dinggang Shen
  21. Task-Aligned fMRI Generation Model for Brain Disorder Diagnosis
    MICCAI 2025 ·
    Yifan Li
    ,
    Xiaotong Wu
    ,
    Xiaocai Zhang
    ,
    Haiteng Jiang
    ,
    Weiwen Wu
    , Dinggang Shen,
    Jianjia Zhang
  22. Tumor Segmentation with Heterogeneity Clustering in Non-Contrast Breast MRI
    MICCAI 2025 ·
    Xinyu Xie
    ,
    Luyi Han
    ,
    Yonghao Li
    ,
    Yaofei Duan
    ,
    Yue Sun
    ,
    Muzhen He
    ,
    Tao Tan
    , Dinggang Shen
  23. Uncovering Aβ Accumulation Patterns via Multi-modal Latent Space Clustering Using Residual Diffusion Model
    MICCAI 2025 ·
    Zaixin Ou
    ,
    Caiwen Jiang
    ,
    Yuxiao Liu
    ,
    Kaicong Sun
    , Dinggang Shen
  24. Unisyn: A Generative Foundation Model for Universal Medical Image Synthesis Across MRI, CT and PET
    MICCAI 2025 ·
    Yulin Wang
    ,
    Honglin Xiong
    ,
    Kaicong Sun
    ,
    Jiameng Liu
    ,
    Xin Lin
    ,
    Ziyi Chen
    ,
    Yuanzhe He
    ,
    Qian Wang
    , Dinggang Shen
  25. Wavelet-Driven Decoupling and Physics-Informed Mapping Network for Accelerated Multi-parametric MR Imaging
    MICCAI 2025 ·
    Ruilong Dan
    ,
    Kaicong Sun
    ,
    Yichen Zhou
    ,
    Minqiang Jia
    ,
    Yuxuan Liu
    ,
    Han Zhang
    ,
    Xiaopeng Zong
    , Dinggang Shen
  26. A Dual-Task Mutual Learning Framework for Predicting Post-thrombectomy Cerebral Hemorrhage
    MICCAI 2024 ·
    Caiwen Jiang
    ,
    Tianyu Wang
    ,
    Xiaodan Xing
    ,
    Mianxin Liu
    ,
    Guang Yang
    ,
    Zhongxiang Ding
    , Dinggang Shen
  27. A Graph-Embedded Latent Space Learning and Clustering Framework for Incomplete Multimodal Multiclass Alzheimer's Disease Diagnosis
    MICCAI 2024 ·
    Zaixin Ou
    ,
    Caiwen Jiang
    ,
    Yuxiao Liu
    ,
    Yuanwang Zhang
    ,
    Zhiming Cui
    , Dinggang Shen
  28. A Prior-information-guided Residual Diffusion Model for Multi-modal PET Synthesis from MRI
    IJCAI 2024 ·
    Zaixin Ou
    ,
    Caiwen Jiang
    ,
    Yongsheng Pan
    ,
    Yuanwang Zhang
    ,
    Zhiming Cui
    , Dinggang Shen
  29. A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis
    MICCAI 2024 ·
    Yuxiao Liu
    ,
    Mianxin Liu
    ,
    Yuanwang Zhang
    ,
    Kaicong Sun
    , Dinggang Shen
  30. Cephalometric Landmark Detection Across Ages with Prototypical Network
    MICCAI 2024 ·
    Han Wu
    ,
    Chong Wang
    ,
    Lanzhuju Mei
    ,
    Tong Yang
    ,
    Min Zhu
    , Dinggang Shen,
    Zhiming Cui
  31. DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels
    MICCAI 2024 ·
    Dengqiang Jia
    ,
    Xinnian Yang
    ,
    Xiaosong Xiong
    ,
    Shijie Huang
    ,
    Feiyu Hou
    ,
    Li Qin
    ,
    Kaicong Sun
    ,
    Kannie W. Y. Chan
    , Dinggang Shen
  32. Dynamic Hybrid Unrolled Multi-scale Network for Accelerated MRI Reconstruction
    MICCAI 2024 ·
    Xiao-Xin Li
    ,
    Fang-Zheng Zhu
    ,
    Junwei Yang
    ,
    Yong Chen
    , Dinggang Shen
  33. Exploiting Latent Classes for Medical Image Segmentation from Partially Labeled Datasets
    MICCAI 2024 ·
    Xiangyu Zhao
    ,
    Xi Ouyang
    ,
    Lichi Zhang
    ,
    Zhong Xue
    , Dinggang Shen
  34. Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
    NeurIPS 2024 ·
    Chong Ma
    ,
    Hanqi Jiang
    ,
    Wenting Chen
    ,
    Yiwei Li
    ,
    Zihao Wu
    ,
    Xiaowei Yu
    ,
    Zhengliang Liu
    ,
    Lei Guo
    ,
    Dajiang Zhu
    ,
    Tuo Zhang
    , Dinggang Shen,
    Tianming Liu
    ,
    Xiang Li
  35. HF-ResDiff: High-Frequency-Guided Residual Diffusion for Multi-dose PET Reconstruction
    MICCAI 2024 ·
    Zixin Tang
    ,
    Caiwen Jiang
    ,
    Zhiming Cui
    , Dinggang Shen
  36. Hierarchical Symmetric Normalization Registration Using Deformation-Inverse Network
    MICCAI 2024 ·
    Qingrui Sha
    ,
    Kaicong Sun
    ,
    Mingze Xu
    ,
    Yonghao Li
    ,
    Zhong Xue
    ,
    Xiaohuan Cao
    , Dinggang Shen
  37. Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation
    MICCAI 2024 ·
    Lin Teng
    ,
    Zihao Zhao
    ,
    Jiawei Huang
    ,
    Zehong Cao
    ,
    Runqi Meng
    ,
    Feng Shi
    , Dinggang Shen
  38. LM-UNet: Whole-Body PET-CT Lesion Segmentation with Dual-Modality-Based Annotations Driven by Latent Mamba U-Net
    MICCAI 2024 ·
    Anglin Liu
    ,
    Dengqiang Jia
    ,
    Kaicong Sun
    ,
    Runqi Meng
    ,
    Meixin Zhao
    ,
    Yongluo Jiang
    ,
    Zhijian Dong
    ,
    Yaozong Gao
    , Dinggang Shen
  39. LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion
    MICCAI 2024 ·
    Zihao Zhu
    ,
    Tianli Tao
    ,
    Yitian Tao
    ,
    Haowen Deng
    ,
    Xinyi Cai
    ,
    Gaofeng Wu
    ,
    Kaidong Wang
    ,
    Haifeng Tang
    ,
    Lixuan Zhu
    ,
    Zhuoyang Gu
    , Dinggang Shen,
    Han Zhang
  40. Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
    AAAI 2024 ·
    Zihao Zhao
    ,
    Sheng Wang
    ,
    Qian Wang
    , Dinggang Shen
  41. NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images
    AAAI 2024 ·
    Runqi Meng
    ,
    Xiao Zhang
    ,
    Shijie Huang
    ,
    Yuning Gu
    ,
    Guiqin Liu
    ,
    Guangyu Wu
    ,
    Nizhuan Wang
    ,
    Kaicong Sun
    , Dinggang Shen
  42. Prompt-Based Segmentation Model of Anatomical Structures and Lesions in CT Images
    MICCAI 2024 ·
    Xi Ouyang
    ,
    Dongdong Gu
    ,
    Xuejian Li
    ,
    Wenqi Zhou
    ,
    Qianqian Chen
    ,
    Yiqiang Zhan
    ,
    Xiang Sean Zhou
    ,
    Feng Shi
    ,
    Zhong Xue
    , Dinggang Shen
  43. Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective
    MICCAI 2024 ·
    Kai Zhang
    ,
    Shijie Huang
    ,
    Fangmei Zhu
    ,
    Zhongxiang Ding
    ,
    Geng Chen
    , Dinggang Shen
  44. Super-Resolution of Diffusion-Weighted Images via TDI-Conditioned Diffusion Model
    MICCAI 2024 ·
    Jiquan Ma
    ,
    Yujun Teng
    ,
    Geng Chen
    ,
    Haotian Jiang
    ,
    Kai Zhang
    ,
    Feihong Liu
    ,
    Islem Rekik
    , Dinggang Shen
  45. SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis
    MICCAI 2024 ·
    Runqi Meng
    ,
    Zonglin Liu
    ,
    Yiqun Sun
    ,
    Dengqiang Jia
    ,
    Lin Teng
    ,
    Qiong Ma
    ,
    Tong Tong
    ,
    Kaicong Sun
    , Dinggang Shen
  46. TUMSyn: A Text-Guided Generalist Model for Customized Multimodal MR Image Synthesis
    MICCAI 2024 ·
    Yulin Wang
    ,
    Honglin Xiong
    ,
    Yi Xie
    ,
    Jiameng Liu
    ,
    Qian Wang
    ,
    Qian Liu
    , Dinggang Shen
  47. TeethDreamer: 3D Teeth Reconstruction from Five Intra-Oral Photographs
    MICCAI 2024 ·
    Chenfan Xu
    ,
    Zhentao Liu
    ,
    Yuan Liu
    ,
    Yulong Dou
    ,
    Jiamin Wu
    ,
    Jiepeng Wang
    ,
    Minjiao Wang
    , Dinggang Shen,
    Zhiming Cui
  48. Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss
    MICCAI 2024 ·
    Shijie Huang
    ,
    Kai Zhang
    ,
    Jiawei Huang
    ,
    Lingnan Kong
    ,
    Fangmei Zhu
    ,
    Zhongxiang Ding
    ,
    Geng Chen
    , Dinggang Shen
  49. UinTSeg: Unified Infant Brain Tissue Segmentation with Anatomy Delineation
    MICCAI 2024 ·
    Jiameng Liu
    ,
    Feihong Liu
    ,
    Kaicong Sun
    ,
    Yuhang Sun
    ,
    Jiawei Huang
    ,
    Caiwen Jiang
    ,
    Islem Rekik
    , Dinggang Shen
  50. k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging
    MICCAI 2024 ·
    Ye Liu
    ,
    Zhuo-Xu Cui
    ,
    Kaicong Sun
    ,
    Ting Zhao
    ,
    Jing Cheng
    ,
    Yuliang Zhu
    , Dinggang Shen,
    Dong Liang