Volume Rendering on the Internet. - Wen Qi; Zhijian Song; Guoqiang Wu (3DPVT, 2002)

Multi-step 3D/2D Image Registration for Image-guided Spinal Surgery. - Yi Zhang; Manning Wang; Zhijian Song (BMEI (2), 2008)

Automatic Detection of Fiducial Marker Center Based on Shape Index and Curvedness. - Manning Wang; Zhijian Song (MIAR, 2008)

Automatic localization of the center of fiducial markers in 3D CT/MRI images for image-guided neurosurgery. - Manning Wang; Zhijian Song (Pattern Recognit. Lett., 2009)

Deformable Registration for Geometric Distortion Correction of Diffusion Tensor Imaging. - Xufeng Yao; Zhijian Song (CAIP (1), 2011)

A Brain-Deformation Framework Based on a Linear Elastic Model and Evaluation Using Clinical Data. - Chenxi Zhang 004; Manning Wang; Zhijian Song (IEEE Trans. Biomed. Eng., 2011)

Dense Deformation Reconstruction via Sparse Coding. - Yonghong Shi; Guorong Wu 001; Zhijian Song; Dinggang Shen (MLMI, 2012)

A framework for correcting brain retraction based on an eXtended Finite Element Method using a laser range scanner. - Ping Li; Weiwei Wang; Zhijian Song; Yong An; Chenxi Zhang (Int. J. Comput. Assist. Radiol. Surg., 2014)

miLBP: a robust and fast modality-independent 3D LBP for multimodal deformable registration. - Dongsheng Jiang; Yonghong Shi; Demin Yao; Manning Wang; Zhijian Song (Int. J. Comput. Assist. Radiol. Surg., 2016)

4 Collinear Points: Robust Point Set Registration Using Cross Ratio Invariance. - Yiru Wang; Yinlong Liu; Zhijian Song; Manning Wang (CCCV (3), 2017)

Multimodal image registration based on binary gradient angle descriptor. - Dongsheng Jiang; Yonghong Shi; Demin Yao; Yifeng Fan; Manning Wang; Zhijian Song (Int. J. Comput. Assist. Radiol. Surg., 2017)

Efficient Global Point Cloud Registration by Matching Rotation Invariant Features Through Translation Search. - Yinlong Liu; Chen Wang 025; Zhijian Song; Manning Wang (ECCV (12), 2018)

Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net. - Yueyue Wang; Liang Zhao 017; Zhijian Song; Manning Wang (CoRR, 2018)

Fast and Globally Optimal Rigid Registration of 3D Point Sets by Transformation Decomposition. - Xuechen Li 002; Yinlong Liu; Yiru Wang; Chen Wang 025; Manning Wang; Zhijian Song (CoRR, 2018)

GO-APSR: A Globally Optimal Affine Point Set Registration Method. - Xuechen Li 002; Yinlong Liu; Manning Wang; Zhijian Song (IEEE Access, 2019)

An Augmentation Strategy for Medical Image Processing Based on Statistical Shape Model and 3D Thin Plate Spline for Deep Learning. - Zhixian Tang; Kun Chen; Mingyuan Pan; Manning Wang; Zhijian Song (IEEE Access, 2019)

Organ at Risk Segmentation in Head and Neck CT Images Using a Two-Stage Segmentation Framework Based on 3D U-Net. - Yueyue Wang; Liang Zhao 017; Manning Wang; Zhijian Song (IEEE Access, 2019)

Regional-surface-based registration for image-guided neurosurgery: effects of scan modes on registration accuracy. - Yuan Dong; Chenxi Zhang 004; Dafeng Ji; Manning Wang; Zhijian Song (Int. J. Comput. Assist. Radiol. Surg., 2019)

Multi-Modal Image Registration Based on Multi-Feature Mutual Information. - Xueli Liu; Manning Wang; Zhijian Song (J. Medical Imaging Health Informatics, 2019)

Image synthesis-based multi-modal image registration framework by using deep fully convolutional networks. - Xueli Liu; Dongsheng Jiang; Manning Wang; Zhijian Song (Medical Biol. Eng. Comput., 2019)

A Novel Method for the Absolute Pose Problem with Pairwise Constraints. - Yinlong Liu; Xuechen Li 002; Manning Wang; Alois C. Knoll; Guang Chen 001; Zhijian Song (Remote. Sens., 2019)

2D-3D Point Set Registration Based on Global Rotation Search. - Yinlong Liu; Yuan Dong; Zhijian Song; Manning Wang (IEEE Trans. Image Process., 2019)

Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling. - Chunli Qin; Demin Yao; Han Zhuang; Hui Wang; Yonghong Shi; Zhijian Song (CoRR, 2020)

WaveFuse: A Unified Deep Framework for Image Fusion with Wavelet Transform. - Shaolei Liu; Zhijian Song; Manning Wang (CoRR, 2020)

Segmentation of Gliomas Based on a Double-Pathway Residual Convolution Neural Network Using Multi-Modality Information. - Mingyuan Pan; Yonghong Shi; Zhijian Song (J. Medical Imaging Health Informatics, 2020)

GORFLM: Globally Optimal Robust Fitting for Linear Model. - Yiru Wang; Yinlong Liu; Xuechen Li 002; Chen Wang 025; Manning Wang; Zhijian Song (Signal Process. Image Commun., 2020)

Quality-Aware Model Ensemble for Brain Tumor Segmentation. - Kang Wang 004; Haoran Wang 009; Zeyang Li; Mingyuan Pan; Manning Wang; Shuo Wang 011; Zhijian Song (BrainLes@MICCAI (2), 2021)

WaveFuse: A Unified Unsupervised Framework for Image Fusion with Discrete Wavelet Transform. - Shaolei Liu; Manning Wang; Zhijian Song (ICONIP (4), 2021)

A Hybrid Attention Ensemble Framework for Zonal Prostate Segmentation. - Mingyan Qiu; Chenxi Zhang; Zhijian Song (MICCAI (1), 2021)

A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds. - Xiaoyuan Luo; Shaolei Liu; Kexue Fu 001; Manning Wang; Zhijian Song (CoRR, 2021)

Practical globally optimal consensus maximization by Branch-and-bound based on interval arithmetic. - Yiru Wang; Yinlong Liu; Xuechen Li 002; Chen Wang 025; Manning Wang; Zhijian Song (Pattern Recognit., 2021)

TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning. - Linhao Qu; Shaolei Liu; Manning Wang; Zhijian Song (AAAI, 2022)

MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT. - Shiman Li; Siqi Yin; Chenxi Zhang 004; Manning Wang; Zhijian Song (FLARE@MICCAI, 2022)

DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. - Linhao Qu; Xiaoyuan Luo; Shaolei Liu; Manning Wang; Zhijian Song (MICCAI (2), 2022)

Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. - Linhao Qu; Xiaoyuan Luo; Manning Wang; Zhijian Song (NeurIPS, 2022)

TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning. - Linhao Qu; Shaolei Liu; Manning Wang; Shiman Li; Siqi Yin; Qin Qiao; Zhijian Song (CoRR, 2022)

Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis. - Linhao Qu; Siyu Liu; Xiaoyu Liu; Manning Wang; Zhijian Song (CoRR, 2022)

EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset). - Haoran Wang 009; Yan Zhu; Wenzheng Qin; Yizhe Zhang 001; Pinghong Zhou; Quanlin Li; Shuo Wang 011; Zhijian Song (CoRR, 2022)

Globally Optimal Linear Model Fitting with Unit-Norm Constraint. - Yinlong Liu; Yiru Wang; Manning Wang; Guang Chen 001; Alois C. Knoll; Zhijian Song (Int. J. Comput. Vis., 2022)

Cold-start active learning for image classification. - Qiuye Jin; Mingzhi Yuan; Shiman Li; Haoran Wang 009; Manning Wang; Zhijian Song (Inf. Sci., 2022)

One-shot active learning for image segmentation via contrastive learning and diversity-based sampling. - Qiuye Jin; Mingzhi Yuan; Qin Qiao; Zhijian Song (Knowl. Based Syst., 2022)

Deep active learning models for imbalanced image classification. - Qiuye Jin; Mingzhi Yuan; Haoran Wang 009; Manning Wang; Zhijian Song (Knowl. Based Syst., 2022)

Wavelet-based self-supervised learning for multi-scene image fusion. - Shaolei Liu; Linhao Qu; Qin Qiao; Manning Wang; Zhijian Song (Neural Comput. Appl., 2022)

Group-in-Group Relation-Based Transformer for 3D Point Cloud Learning. - Shaolei Liu; Kexue Fu 001; Manning Wang; Zhijian Song (Remote. Sens., 2022)

Vertebrae Labeling via End-to-End Integral Regression Localization and Multi-Label Classification Network. - Chunli Qin; Ji Zhou; Demin Yao; Han Zhuang; Hui Wang; Shiyao Chen; Yonghong Shi; Zhijian Song (IEEE Trans. Neural Networks Learn. Syst., 2022)

Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification. - Linhao Qu; Zhiwei Yang; Minghong Duan; Yingfan Ma; Shuo Wang 011; Manning Wang; Zhijian Song (ICCV, 2023)

OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. - Linhao Qu; Yingfan Ma; Zhiwei Yang; Manning Wang; Zhijian Song (MICCAI (2), 2023)

The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. - Linhao Qu; Xiaoyuan Luo; Kexue Fu 001; Manning Wang; Zhijian Song (NeurIPS, 2023)

Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation. - Shiman Li; Haoran Wang; Yucong Meng; Chenxi Zhang; Zhijian Song (CoRR, 2023)

Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation. - Xiaoyu Liu; Linhao Qu; Ziyue Xie; Jiayue Zhao; Yonghong Shi; Zhijian Song (CoRR, 2023)

Towards Arbitrary-scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework based on Implicit Self-texture Enhancement. - Linhao Qu; Minghong Duan; Zhiwei Yang; Manning Wang; Zhijian Song (CoRR, 2023)

Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need. - Linhao Qu; Yingfan Ma; Xiaoyuan Luo; Manning Wang; Zhijian Song (CoRR, 2023)

Knowledge Extraction and Distillation from Large-Scale Image-Text Colonoscopy Records Leveraging Large Language and Vision Models. - Shuo Wang 011; Yan Zhu; Xiaoyuan Luo; Zhiwei Yang; Yizhe Zhang 001; Peiyao Fu; Manning Wang; Zhijian Song; Quanlin Li; Pinghong Zhou; Yike Guo (CoRR, 2023)

A comprehensive survey on deep active learning and its applications in medical image analysis. - Haoran Wang 009; Qiuye Jin; Shiman Li; Siyu Liu; Manning Wang; Zhijian Song (CoRR, 2023)

Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning. - Linhao Qu; Shaolei Liu; Manning Wang; Zhijian Song (Inf. Fusion, 2023)

AIM-MEF: Multi-exposure image fusion based on adaptive information mining in both spatial and frequency domains. - Linhao Qu; Siqi Yin; Shaolei Liu; Xiaoyu Liu; Manning Wang; Zhijian Song (Expert Syst. Appl., 2023)

Density-based one-shot active learning for image segmentation. - Qiuye Jin; Shiman Li; Xiaofei Du 002; Mingzhi Yuan; Manning Wang; Zhijian Song (Eng. Appl. Artif. Intell., 2023)

A learnable self-supervised task for unsupervised domain adaptation on point cloud classification and segmentation. - Shaolei Liu; Xiaoyuan Luo; Kexue Fu 001; Manning Wang; Zhijian Song (Frontiers Comput. Sci., 2023)

A Structure-Aware Framework of Unsupervised Cross-Modality Domain Adaptation via Frequency and Spatial Knowledge Distillation. - Shaolei Liu; Siqi Yin; Linhao Qu; Manning Wang; Zhijian Song (IEEE Trans. Medical Imaging, 2023)

Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation. - Zhiwei Yang; Kexue Fu 001; Minghong Duan; Linhao Qu; Shuo Wang 011; Zhijian Song (CVPR, 2024)

Rethinking deep active learning for medical image segmentation: A diffusion and angle-based framework. - Linhao Qu; Qiuye Jin; Kexue Fu 001; Manning Wang; Zhijian Song (Biomed. Signal Process. Control., 2024)

Towards Arbitrary-Scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework via Implicit Self-texture Enhancement. - Minghong Duan; Linhao Qu; Zhiwei Yang; Manning Wang; Chenxi Zhang 004; Zhijian Song (CoRR, 2024)

Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation. - Zhiwei Yang; Yucong Meng; Kexue Fu 001; Shuo Wang 011; Zhijian Song (CoRR, 2024)

Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation. - Xiaoyu Liu; Linhao Qu; Ziyue Xie; Yonghong Shi; Zhijian Song (CoRR, 2024)

Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction. - Yucong Meng; Zhiwei Yang; Minghong Duan; Yonghong Shi; Zhijian Song (CoRR, 2024)

SP3: Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation. - Shiman Li; Jiayue Zhao; Shaolei Liu; Xiaokun Dai; Chenxi Zhang 004; Zhijian Song (CoRR, 2024)

A comprehensive survey on deep active learning in medical image analysis. - Haoran Wang 009; Qiuye Jin; Shiman Li; Siyu Liu; Manning Wang; Zhijian Song (Medical Image Anal., 2024)

Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks. - Linhao Qu; Shaolei Liu; Manning Wang; Shiman Li; Siqi Yin; Zhijian Song (Expert Syst. Appl., 2024)

Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis. - Xiaoyuan Luo; Linhao Qu; Qinhao Guo; Zhijian Song; Manning Wang (IEEE J. Biomed. Health Informatics, 2024)

Wavelet-based spectrum transfer with collaborative learning for unsupervised bidirectional cross-modality domain adaptation on medical image segmentation. - Shaolei Liu; Linhao Qu; Siqi Yin; Manning Wang; Zhijian Song (Neural Comput. Appl., 2024)

Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier Is All You Need. - Linhao Qu; Yingfan Ma; Xiaoyuan Luo; Qinhao Guo; Manning Wang; Zhijian Song (IEEE Trans. Circuits Syst. Video Technol., 2024)

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification. - Yucong Meng; Zhiwei Yang; Yonghong Shi; Zhijian Song (AAAI, 2025)

MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation. - Zhiwei Yang; Yucong Meng; Kexue Fu 001; Shuo Wang 011; Zhijian Song (AAAI, 2025)

Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation. - Zhiwei Yang; Yucong Meng; Kexue Fu 001; Feilong Tang; Shuo Wang 011; Zhijian Song (CVPR, 2025)

MDAL: Modality-difference-based active learning for multimodal medical image analysis via contrastive learning and pointwise mutual information. - Haoran Wang 009; Qiuye Jin; Xiaofei Du 002; Liu Wang; Qinhao Guo; Haiming Li; Manning Wang; Zhijian Song (Comput. Medical Imaging Graph., 2025)

DM-Mamba: Dual-domain Multi-scale Mamba for MRI reconstruction. - Yucong Meng; Zhiwei Yang; Zhijian Song; Yonghong Shi (CoRR, 2025)

Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision. - Linhao Qu; Shiman Li; Xiaoyuan Luo; Shaolei Liu; Qinhao Guo; Manning Wang; Zhijian Song (CoRR, 2025)