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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

Runqi Meng
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Zaixin Ou
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Lin Teng
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Zixin Tang
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Kai Zhang
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Yulin Wang
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Haoyuan Chen
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Haoyue Yuan
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Tao Luo
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Wenxuan Chen
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Fan Li
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Shaoxuan Wu
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Papers

  1. A Curvature-Guided Diffeomorphic Mesh Deformation Framework for Lifespan Brain Cortical Surface Reconstruction
    MICCAI 2025 ·
    Lin Teng
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  2. A New Paradigm for Low-Dose PET/CT Reconstruction with Mamba-Powered Progressive Network and Physics-Informed Consistency
    MICCAI 2025 ·
    Zixin Tang
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  3. A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms
    MICCAI 2025 ·
    Haoyuan Chen
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  4. A$\upbeta $-PET Pattern Prediction via Graph Reconstruction-Aware Fusion (GRAF) of Functional and Structural Networks
    MICCAI 2025 ·
    Haoyue Yuan
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  5. Adapting Foundation Model for Dental Caries Detection with Dual-View Co-training
    MICCAI 2025 ·
    Tao Luo
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  6. BME2: A Plug-and-Play Bridge-Based Module for Misalignment Estimation and Elimination in Multi-scan Image Restoration
    MICCAI 2025 ·
    Wenxuan Chen
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  7. Brain-Heart-Gut Guided Multi-constraint Knowledge Distillation for Early Alzheimer's Disease Diagnosis
    MICCAI 2025 ·
    Fan Li
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  8. Continuous Spatio-Temporal Representation with Implicit Neural Networks for Fetal Brain MRI Atlas Construction
    MICCAI 2025 ·
    Kai Zhang
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  9. Graph-Based Neighbor-Aware Network for Gaze-Supervised Medical Image Segmentation
    MICCAI 2025 ·
    Shaoxuan Wu
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  10. HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction
    MICCAI 2025 ·
    Jiaqi Cui
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  11. Leveraging Visual Prompt with Diffusion Adversarial Network for Radiotherapy Dose Prediction
    MICCAI 2025 ·
    Zhenghao Feng
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  12. Location-Guided Automated Lesion Captioning in Whole-Body PET/CT Images
    MICCAI 2025 ·
    Mingyang Yu
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  13. MAK-GAN: Multi-level Adaptive Convolutional Kernels for Asymmetric Multi-modal PET Reconstruction
    MICCAI 2025 ·
    Xinyi Zeng
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  14. MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
    MICCAI 2025 ·
    Runqi Meng
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  15. Multitask Deep Learning Model for Liver Segmentation and Lesion Classification from Multisequence MRI
    MICCAI 2025 ·
    Dongdong Gu
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  16. Neuro-AMS: Neuro-Informed Age-Aware and Medical Knowledge-Integrated Strategy for Diagnosis of Multiple Brain Disorders
    MICCAI 2025 ·
    Zhenguo Zhang
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  17. Predicting Alzheimer's Disease Progression Using a Regression-Based Survival Model with Longitudinal Data
    MICCAI 2025 ·
    Ling Dai
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  18. RadiSimCLIP: A Radiology Vision-Language Model Pretrained on Simulated Radiologist Learning Dataset for Zero-Shot Medical Image Understanding
    MICCAI 2025 ·
    Minhui Tan
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  19. Sparsely Labeled fMRI Data Denoising with Meta-learning-Based Semi-supervised Domain Adaptation
    MICCAI 2025 ·
    Keun-Soo Heo
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  20. Tabular Data-Enhanced Multi-modal Alignment and Synthesis for Alzheimer's Disease Diagnosis
    MICCAI 2025 ·
    Weilin Zhou
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  21. Task-Aligned fMRI Generation Model for Brain Disorder Diagnosis
    MICCAI 2025 ·
    Yifan Li
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  22. Tumor Segmentation with Heterogeneity Clustering in Non-Contrast Breast MRI
    MICCAI 2025 ·
    Xinyu Xie
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  23. Uncovering Aβ Accumulation Patterns via Multi-modal Latent Space Clustering Using Residual Diffusion Model
    MICCAI 2025 ·
    Zaixin Ou
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  24. Unisyn: A Generative Foundation Model for Universal Medical Image Synthesis Across MRI, CT and PET
    MICCAI 2025 ·
    Yulin Wang
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  25. Wavelet-Driven Decoupling and Physics-Informed Mapping Network for Accelerated Multi-parametric MR Imaging
    MICCAI 2025 ·
    Ruilong Dan
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  26. A Dual-Task Mutual Learning Framework for Predicting Post-thrombectomy Cerebral Hemorrhage
    MICCAI 2024 ·
    Caiwen Jiang
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  27. A Graph-Embedded Latent Space Learning and Clustering Framework for Incomplete Multimodal Multiclass Alzheimer's Disease Diagnosis
    MICCAI 2024 ·
    Zaixin Ou
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  28. A Prior-information-guided Residual Diffusion Model for Multi-modal PET Synthesis from MRI
    IJCAI 2024 ·
    Zaixin Ou
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  29. A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis
    MICCAI 2024 ·
    Yuxiao Liu
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  30. Cephalometric Landmark Detection Across Ages with Prototypical Network
    MICCAI 2024 ·
    Han Wu
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  31. DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels
    MICCAI 2024 ·
    Dengqiang Jia
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  32. Dynamic Hybrid Unrolled Multi-scale Network for Accelerated MRI Reconstruction
    MICCAI 2024 ·
    Xiao-Xin Li
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  33. Exploiting Latent Classes for Medical Image Segmentation from Partially Labeled Datasets
    MICCAI 2024 ·
    Xiangyu Zhao
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  34. Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
    NeurIPS 2024 ·
    Chong Ma
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  35. HF-ResDiff: High-Frequency-Guided Residual Diffusion for Multi-dose PET Reconstruction
    MICCAI 2024 ·
    Zixin Tang
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  36. Hierarchical Symmetric Normalization Registration Using Deformation-Inverse Network
    MICCAI 2024 ·
    Qingrui Sha
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  37. Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation
    MICCAI 2024 ·
    Lin Teng
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  38. LM-UNet: Whole-Body PET-CT Lesion Segmentation with Dual-Modality-Based Annotations Driven by Latent Mamba U-Net
    MICCAI 2024 ·
    Anglin Liu
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  39. LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion
    MICCAI 2024 ·
    Zihao Zhu
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  40. Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
    AAAI 2024 ·
    Zihao Zhao
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  41. NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images
    AAAI 2024 ·
    Runqi Meng
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  42. Prompt-Based Segmentation Model of Anatomical Structures and Lesions in CT Images
    MICCAI 2024 ·
    Xi Ouyang
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  43. Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective
    MICCAI 2024 ·
    Kai Zhang
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  44. Super-Resolution of Diffusion-Weighted Images via TDI-Conditioned Diffusion Model
    MICCAI 2024 ·
    Jiquan Ma
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  45. SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis
    MICCAI 2024 ·
    Runqi Meng
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  46. TUMSyn: A Text-Guided Generalist Model for Customized Multimodal MR Image Synthesis
    MICCAI 2024 ·
    Yulin Wang
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  47. TeethDreamer: 3D Teeth Reconstruction from Five Intra-Oral Photographs
    MICCAI 2024 ·
    Chenfan Xu
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  48. Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss
    MICCAI 2024 ·
    Shijie Huang
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  49. UinTSeg: Unified Infant Brain Tissue Segmentation with Anatomy Delineation
    MICCAI 2024 ·
    Jiameng Liu
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  50. k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging
    MICCAI 2024 ·
    Ye Liu
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