百晓学者学者目录

宋志坚

教授，复旦大学

精选作品

期刊论文

2026

Foundation Model‐Enabled Multimodal Deep Learning for Prognostic Prediction in Colorectal Cancer with Incomplete Modalities: A Multi‐Institutional Retrospective Study

Lin-Hao Qu, Chengsheng Zhang, Ying-Yong Hou, Feng Tang, Wei-Qi Sheng, Dan Huang, Zhijian Song

Advancement of science

DOI

2026

Semi-supervised medical image segmentation via anatomy-preserving consistency training

Shiman Li, Si-Qi Yin, Haoran Wang, Chen-Xi Zhang, Zhijian Song

Image and Vision Computing

DOI

2026

HUR-MACL: High-uncertainty region-guided multi-architecture collaborative learning for head and neck multi-organ segmentation

Xiaoyu Liu, Siwen Wei, Linhao Qu, Mingyuan Pan, Chengsheng Zhang, Yonghong Shi, Zhijian Song

Biomedical Signal Processing and Control

DOI

2026

Diffusion-based controllable time-step consistency for semi-supervised medical image segmentation

Shiman Li, Jiayue Zhao, Yi Hao, Chenxi Zhang, Zhijian Song

Pattern Recognition

DOI

2026

ME-Mamba: Multi-Expert Mamba with efficient knowledge capture and fusion for multimodal survival analysis

Chengsheng Zhang, Linhao Qu, Xia Liu, Zhijian Song

Computerized Medical Imaging and Graphics

DOI

2026

Image Content Matters: An Image Content Aware State Space Model for Accelerated MRI Reconstruction

Yucong Meng, Zhiwei Yang, Kexue Fu, Zhijian Song, Yonghong Shi

AAAI Conference on Artificial Intelligence

DOI

2026

DiCLIP: Diffusion Model Enhances CLIP’s Dense Knowledge for Weakly Supervised Semantic Segmentation

Zhiwei Yang, Peng-Fei Song, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song

IEEE Transactions on Image Processing

DOI

2025

Epigenetic signatures of accelerated aging and immune dysregulation in youth with social anxiety disorder

Zhijian Song, Xiaobing Lu, Jijun Zhu, Pan Li, Shenghan Wang, Shunjie Zhang, Zhongting Huang, Fuqiang Cai, Weixin Liu, Fei Ling, Junfang Chen

Behavioural Brain Research，Vol. 494

DOI

2025

Beyond the Distribution: Perturbation Toward Domain Distribution Boundary for Strengthening Generalizable Semi-Supervised Segmentation

Shiman Li, Jiayue Zhao, Yi Hao, Chenxi Zhang, Zhijian Song

IEEE Signal Processing Letters

DOI

2025

Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision

Lin-Hao Qu, Shiman Li, X. Luo, Shaolei Liu, Qinhao Guo, Man-Ning Wang, Zhijian Song

arXiv.org

DOI

2025

MDAL: Modality-difference-based active learning for multimodal medical image analysis via contrastive learning and pointwise mutual information

Haoran Wang, Q. Jin, Xiao-Fei Du, Liu Wang, Qin-Hao Guo, Hai-Ming Li, Man-Ning Wang, Zhijian Song

Comput. Medical Imaging Graph.

DOI

2025

Knowledge-Guided Multi-scale Graph Mamba for Whole Slide Image Classification

Minghong Duan, Zhiwei Yang, Yingfan Ma, Man-Ning Wang, Zhijian Song

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

Vector-Quantization-Driven Active Learning for Efficient Multi-modal Medical Segmentation with Cross-Modal Assistance

Xiao-Fei Du, Haoran Wang, Man-Ning Wang, Zhijian Song

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

Leveraging large language and vision models for knowledge extraction from large-scale image–text colonoscopy records

Shuo Wang, Yan Zhu, Zhiwei Yang, X. Luo, Yi-Zhe Zhang, Pei-Yao Fu, Haoran Wang, Man-Ning Wang, Zhijian Song, Quan-Lin Li, Ping-Hong Zhou, Yi-Ke Guo

Nature Biomedical Engineering

DOI

2025

Exploring CLIP’s Dense Knowledge for Weakly Supervised Semantic Segmentation

Zhiwei Yang, Yucong Meng, Kexue Fu, Feilong Tang, Shuo Wang, Zhijian Song

Computer Vision and Pattern Recognition

DOI

2025

Tackling Ambiguity From Perspectives of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation

Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song

IEEE transactions on multimedia

DOI

2025

DH-Mamba: Exploring Dual-Domain Hierarchical State Space Models for MRI Reconstruction

Yucong Meng, Zhiwei Yang, Kexue Fu, Zhijian Song, Yonghong Shi

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification

Yucong Meng, Zhiwei Yang, Yonghong Shi, Zhijian Song

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation

Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

基于柔顺控制的智能神经导航手术机器人系统设计

王杰，陈欣荣，宋志坚

《中国生物医学工程学报》

2024

SP3: Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation

Shiman Li, Jiayue Zhao, Shaolei Liu, Xiaokun Dai, Chen-Xi Zhang, Zhijian Song

arXiv.org

DOI

2024

Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

Xiaoyu Liu, Lin-Hao Qu, Zi-Yue Xie, Jiayue Zhao, Yonghong Shi, Zhijian Song

BioMedical Engineering OnLine

DOI

2024

Deep Mutual Learning Among Partially Labeled Datasets for Multi-Organ Segmentation

Xiaoyu Liu, Lin-Hao Qu, Zi-Yue Xie, Yonghong Shi, Zhijian Song

IEEE Transactions on Medical Imaging

DOI

2024

Preoperative Molecular Subtype Classification Prediction of Ovarian Cancer Based on Multi-Parametric Magnetic Resonance Imaging Multi-Sequence Feature Fusion Network

Yijiang Du, Tingting Wang, Lin-Hao Qu, Hai-Ming Li, Qin-Hao Guo, Haoran Wang, Xinyuan Liu, Xiao-Hua Wu, Zhijian Song

Bioengineering

DOI

2024

An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution

Minghong Duan, Lin-Hao Qu, Zhiwei Yang, Man-Ning Wang, Chen-Xi Zhang, Zhijian Song

Scientific Reports

DOI

2024

Wavelet-based spectrum transfer with collaborative learning for unsupervised bidirectional cross-modality domain adaptation on medical image segmentation

Shaolei Liu, Lin-Hao Qu, Si-Qi Yin, Man-Ning Wang, Zhijian Song

Neural computing & applications (Print)

DOI

2024

Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation

Zhiwei Yang, Kexue Fu, Minghong Duan, Lin-Hao Qu, Shuo Wang, Zhijian Song

Computer Vision and Pattern Recognition

DOI

2024

Rethinking deep active learning for medical image segmentation: A diffusion and angle-based framework

Lin-Hao Qu, Q. Jin, Kexue Fu, Man-Ning Wang, Zhijian Song

Biomedical Signal Processing and Control

DOI

2024

Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction

Yucong Meng, Zhiwei Yang, Minghong Duan, Yonghong Shi, Zhijian Song

arXiv.org

DOI

2024

Structural diversity in the membrane-bound hIAPP dimer correlated with distinct membrane disruption mechanisms

Qin Qiao, Guanghong Wei, Zhijian Song

Physical Chemistry Chemical Physics

DOI

2023

A comprehensive survey on deep active learning in medical image analysis

Haoran Wang, Q. Jin, Shiman Li, Siyu Liu, Man-Ning Wang, Zhijian Song

Medical Image Anal.

DOI

2023

Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis

X. Luo, Lin-Hao Qu, Qin-Hao Guo, Zhijian Song, Man-Ning Wang

IEEE journal of biomedical and health informatics

DOI

2023

The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification

Lin-Hao Qu, X. Luo, Kexue Fu, Man-Ning Wang, Zhijian Song

Neural Information Processing Systems

DOI

2023

A Structure-Aware Framework of Unsupervised Cross-Modality Domain Adaptation via Frequency and Spatial Knowledge Distillation

Shaolei Liu, Si-Qi Yin, Lin-Hao Qu, Man-Ning Wang, Zhijian Song

IEEE Transactions on Medical Imaging

DOI

2023

OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification

Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song

Lecture notes in computer science

DOI

2023

Density-based one-shot active learning for image segmentation

Q. Jin, Shiman Li, Xiaofei Du, Mingzhi Yuan, Man-Ning Wang, Zhijian Song

Engineering applications of artificial intelligence

DOI

2023

Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation

Shiman Li, Haoran Wang, Yucong Meng, Chen-Xi Zhang, Zhijian Song

Physics in Medicine and Biology

DOI

2023

Label correlation transformer for automated chest X-ray diagnosis with reliable interpretability

Zexuan Sun, Lin-Hao Qu, Jiazheng Luo, Zhijian Song, Man-Ning Wang

La radiologia medica

DOI

2023

Multi-task learning-based histologic subtype classification of non-small cell lung cancer

Kun Chen, Man-Ning Wang, Zhijian Song

La radiologia medica

DOI

2023

Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier Is All You Need

Lin-Hao Qu, Yingfan Ma, Xiao-Zhuo Luo, Qinhao Guo, Man-Ning Wang, Zhijian Song

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification

Lin-Hao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Man-Ning Wang, Zhijian Song

IEEE International Conference on Computer Vision

DOI

2023

Improving brain tumor segmentation with anatomical prior-informed pre-training

Kang Wang, Zeyang Li, Haoran Wang, Siyu Liu, Mingyuan Pan, Man-Ning Wang, Shuo Wang, Zhijian Song

Frontiers in Medicine

DOI

2023

A touch-free human-robot collaborative surgical navigation robotic system based on hand gesture recognition

Jie Wang, Xinkang Zhang, Xinrong Chen, Zhijian Song

Frontiers in Neuroscience

DOI

2022

Deep active learning models for imbalanced image classification

Q. Jin, Mingzhi Yuan, Haoran Wang, Man-Ning Wang, Zhijian Song

Knowledge-Based Systems

DOI

2022

Cold-start active learning for image classification

Q. Jin, Mingzhi Yuan, Shiman Li, Haoran Wang, Man-Ning Wang, Zhijian Song

Information Sciences

DOI

2022

Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

Lin-Hao Qu, Xiao-Zhuo Luo, Man-Ning Wang, Zhijian Song

Neural Information Processing Systems

DOI

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

Lin-Hao Qu, Si-Yu Liu, Xiaoyu Liu, Man-Ning Wang, Zhijian Song

Physics in Medicine and Biology

DOI

2022

One-shot active learning for image segmentation via contrastive learning and diversity-based sampling

Qiuye Jin, Ming-Zheng Yuan, Qin Qiao, Zhijian Song

Knowledge-Based Systems

DOI

2022

EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset)

Hao-Ran Wang, Yan Zhu, W. Qin, Yizhe Zhang, Pinghong Zhou, Quanlin Li, Shuo Wang, Zhijian Song

arXiv.org

DOI

2022

MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT

Shiman Li, Si-Qi Yin, Chen-Xi Zhang, Man-Ning Wang, Zhijian Song

FLARE@MICCAI

DOI

2022

DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification

Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song

Lecture notes in computer science

DOI

2022

Distinct binding interactions trigger opposite conformational modulations on pathogenic and wildtype Huntingtin exon 1 proteins

Jiaming Guan, Zhijian Song, Guanghong Wei, Qin Qiao

Physical Chemistry Chemical Physics

DOI

2021

基于磁共振影像组学特征分类胶质瘤和单发性脑转移瘤

陈嘉懿，王宝，刘英超，史勇红，宋志坚

《解剖学报》

DOI

2021

Dynamic boundary-insensitive loss for MR medical image segmentation.

Mingyan Qiu, Chen-Xi Zhang, Zhijian Song

Medical Physics (Lancaster)

DOI

2021

Quality-Aware Model Ensemble for Brain Tumor Segmentation

Kang Wang, Haoran Wang, Zeyang Li, Mingyuan Pan, Man-Ning Wang, Shuo Wang, Zhijian Song

BrainLes@MICCAI

DOI

2021

Surgical navigation

Man-Ning Wang, Zhijian Song

Computer-Aided Oral and Maxillofacial Surgery

DOI

2021

A Hybrid Attention Ensemble Framework for Zonal Prostate Segmentation

Mingyan Qiu, Chen-Xi Zhang, Zhijian Song

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2021

Vertebrae Labeling via End-to-End Integral Regression Localization and Multi-Label Classification Network

Chunli Qin, Ji Zhou, De-Min Yao, Han Zhuang, Haibo Wang, Shi-Yao Chen, Yonghong Shi, Zhijian Song

IEEE Transactions on Neural Networks and Learning Systems

DOI

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

DOI

2020

Segmentation of Brain Gliomas Based on a Multi-modal Multi-scale Double-pathway 3D Residual CNN

Mingyuan Pan, Yonghong Shi, Zhijian Song

DOI

2020

Generative Adversarial Networks for Pre-training of Medical Image Segmentation Networks

Kun Chen, Man-Ning Wang, Zhijian Song

DOI

2019

Multi-Modal Image Registration Based on Multi-Feature Mutual Information

Xueli Liu, Man-Ning Wang, Zhijian Song

J. Medical Imaging Health Informatics

DOI

2019

Regional-surface-based registration for image-guided neurosurgery: effects of scan modes on registration accuracy

Yuan Dong, Chen-Xi Zhang, Da-Feng Ji, Man-Ning Wang, Zhijian Song

International Journal of Computer Assisted Radiology and Surgery

DOI

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, Man-Ning Wang, Zhijian Song

IEEE Access

DOI

2018

Computer-aided detection in chest radiography based on artificial intelligence: a survey

Chunli Qin, De-Min Yao, Yonghong Shi, Zhijian Song

BioMedical Engineering OnLine

DOI

2018

Image synthesis-based multi-modal image registration framework by using deep fully convolutional networks

Xueli Liu, Dongsheng Jiang, Man-Ning Wang, Zhijian Song

Medical and Biological Engineering and Computing

DOI

2018

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, Man-Ning Wang, Zhijian Song

IEEE Access

DOI

2018

Rotationally resliced 3D prostate segmentation of MR images using Bhattacharyya similarity and active band theory.

Zhixian Tang, Man-Ning Wang, Zhijian Song

Physica medica (Testo stampato)

DOI

2017

Association between the variability of the ABCA13 gene and the risk of major depressive disorder and schizophrenia in the Han Chinese population

Jianhua Chen, Raja Amjad Waheed Khan, Meng Wang, Kuanjun He, Qingzhong Wang, Zhiqiang Li, Wenjin Li, Zujia Wen, Zhijian Song, Jiawei Shen, Yifeng Xu, Yongyong Shi

World Journal Of Biological Psychiatry，Vol. 180, No. 70

DOI

2017

Multimodal image registration based on binary gradient angle descriptor

Dongsheng Jiang, Yonghong Shi, De-Min Yao, Yifeng Fan, Man-Ning Wang, Zhijian Song

International Journal of Computer Assisted Radiology and Surgery

DOI

2017

Accuracy analysis of line-based registration for image guided neurosurgery at different operating areas – a phantom study

Da-Feng Ji, Yuan Dong, Man-Ning Wang, Zhijian Song

Computer Assisted Surgery

DOI

2017

A new robust markerless method for automatic image-to-patient registration in image-guided neurosurgery system

Yinlong Liu, Zhijian Song, Man-Ning Wang

Computer Assisted Surgery

DOI

2017

Deformable Registration of Ultrasound and Magnetic Resonance Imaging Using a New Self-Similarity Based Neighborhood Descriptor

Dongsheng Jiang, Yifeng Fan, Man-Ning Wang, Zhijian Song

DOI

2017

Deformable multi-modal registration using 3D-FAST conditioned mutual information

Xueli Liu, Zhixian Tang, Man-Ning Wang, Zhijian Song

Computer Assisted Surgery

DOI

2017

Fast and robust multimodal image registration using a local derivative pattern

Dongsheng Jiang, Yonghong Shi, Xinrong Chen, Man-Ning Wang, Zhijian Song

Medical Physics (Lancaster)

DOI

2016

Genome-wide Analysis of the Role of Copy Number Variation in Schizophrenia Risk in Chinese

Zhiqiang Li, Jianhua Chen, Yifeng Xu, Qizhong Yi, Weidong Ji, Peng Wang, Jiawei Shen, Zhijian Song, Meng Wang, Ping Yang, Qingzhong Wang, Guoyin Feng, Benxiu Liu, Wensheng Sun, Qi Xu, Baojie Li, Lin He, Guang He, Wenjin Li, Zujia Wen, Ke Liu, Fang Huang, Juan Zhou, Jue Ji, Xingwang Li, Yongyong Shi

Biological Psychiatry，Vol. 80, No. 4

DOI

2016

Polymorphisms in NRGN are associated with schizophrenia, major depressive disorder and bipolar disorder in the Han Chinese population

Zujia Wen, Jianhua Chen, Raja Amjad Waheed Khan, Meng Wang, Zhijian Song, Zhiqiang Li, Jiawei Shen, Wenjin Li, Yongyong Shi

Journal Of Affective Disorders，Vol. 194

DOI

2016

A new risk locus in the ZEB2 gene for schizophrenia in the Han Chinese population

Raja Amjad Waheed Khan, Jianhua Chen, Meng Wang, Zhiqiang Li, Jiawei Shen, Zujia Wen, Zhijian Song, Wenjin Li, Yifeng Xu, Lin Wang, Yongyong Shi

Progress In Neuro-Psychopharmacology & Biological Psychiatry，Vol. 66

DOI

2016

Analysis of association between common variants in the SLCO6A1 gene with schizophrenia, bipolar disorder and major depressive disorder in the Han Chinese population

Raja Amjad Waheed Khan, Jianhua Chen, Meng Wang, Zujia Wen, Jiawei Shen, Zhijian Song, Zhiqiang Li, Qingzhong Wang, Wenjin Li, Yifeng Xu, Weidong Ji, Yongyong Shi

World Journal Of Biological Psychiatry，Vol. 170, No. 20

DOI

2016

miLBP: a robust and fast modality-independent 3D LBP for multimodal deformable registration

Dongsheng Jiang, Yonghong Shi, De-Min Yao, Man-Ning Wang, Zhijian Song

International Journal of Computer Assisted Radiology and Surgery

DOI

2016

The 5th International Conference on Biomedical Engineering and Biotechnology (ICBEB 2016)

Shao-Qing Wang, Xian-Cun Yang, Meixia Su, Qiang Liu, Tao Gong, Qiuyue Mao, Shuguang Zhao, Fang Han, Keming Mao, Yi-Xian Liu, Yan-Chun Zhu, Shuo Li, Jie Yang, N. Fu, Shaode Yu, Rongmao Li, Jing Xiong, Yao-Qin Xie, Shui-Hua Wang, Si-Dan Du, Zhimin Chen, Preetha Phillips, Shu-Wen Chen, Zeyuan Lu, Ping Sun, Zheng-Chao Dong, Yudong Zhang, Jingwen Zhuang, Jun-Zheng Zheng, Mei Bai, N. Mao, Xin-Nuan Mu, Cong Xu, Yulu Song, Xiao-lin Song, Bin Wang, Haizhu Xie, K. Gan, Dai-Sheng Luo, Zhuo-Fu Deng, Zhenghao Shi, J. Ma, Ming-Hua Zhao, Yong-Hong Liu, Yong-Chao Wang, Song Gao, Ya-Ping Wang, Gui Liu, Wen-Sheng Li, Chang-Yu Tu, Lei Li, A. Cai, Lin-Yuan Wang, Haibing Bu, Bin Yan, Jung-Hua Ho, Yin Chang, I. Manousakas, Chun-Xiao Wei, Xiaolong Sun, Juyoung Park, Soyeun Kim, Kyungtae Kang, Jing-Ke Zhang, Feng Zhao, Guanyu Li, Yijie Ren, Yupei Chen, Xu-Ming Zhang, Zhen Yu, Dong Ni, Si-Ping Chen, Sheng-Li Li, Tian-Fu Wang, Bai-Ying Lei, Y.-F. Li, Lan-Hua Zhang, Cheng-Xin Yan, Huihui Yang, Bao-Liang Sun, Yan-Hui Ding, Yong-Xin Zhang, Ya-Feng Zhan, Yu-Xiang Wu, Zhen Huang, Tian-Xu Zhang, Hao Fang, Yan Zhang, Zhijian Song, Man-Ning Wang, ,-Wang-Su Li, Chun-Lan Yang, Feng Shi, Qun Wang, Shui-Cai Wu, Wangsheng Lu, Shao-Wu Li, Farnaz Farokhian, Ying-Nan Nie, Xin Zhang, Qing-Chun Li, Dong-Yan Yang, Yun Liang, Shihou Sheng, Xian-Bin Cheng, Bao-Dong Gai, Bin-Quan Li, Xiaohui Hu, Iman Beheshti, H. Demirel, Jie-Chuan Ren, Fuwen Lai, M. Jin, Yi-Fei Liu, Ming-Yue Ding, Yanhong Zhou, Huihong Gong, Wei Peng, W. Liang, Lili Zhao, Kuan Ching Li, Jianping Yin, Mao Wang, Wei Liu, Zhijun Gao, Li-Sha Tan, S. Duan, Simin Lin, Hua Zhong, S. Lv, Hai-Jun Lei, Jian Zhang, Zhang Yang

BMC Medical Imaging

DOI

2016

In Vivo Investigation of the Effectiveness of a Hyper-viscoelastic Model in Simulating Brain Retraction

Ping Li, Weiwei Wang, Chen-Xi Zhang, Yong An, Zhijian Song

Scientific Reports

DOI

2016

Alteration of the Intra- and Cross- Hemisphere Posterior Default Mode Network in Frontal Lobe Glioma Patients

Hao-Su Zhang, Yonghong Shi, Chengjun Yao, Weijun Tang, De-Min Yao, Chen-Xi Zhang, Man-Ning Wang, Jinsong Wu, Zhijian Song

Scientific Reports

DOI

2016

How does adding anatomical landmarks as fiducial points in the point-matching registration of neuronavigation influence registration accuracy?

Man-Ning Wang, Zhijian Song

Computer Assisted Surgery

DOI

2015

The NVL gene confers risk for both major depressive disorder and schizophrenia in the Han Chinese population

Meng Wang, Jianhua Chen, Kuanjun He, Qingzhong Wang, Zhiqiang Li, Jiawei Shen, Zujia Wen, Zhijian Song, Yifeng Xu, Yongyong Shi

Progress In Neuro-Psychopharmacology & Biological Psychiatry，Vol. 62

DOI

2015

A novel registration method for image-guided neurosurgery system based on stereo vision

Yong An, Man-Ning Wang, Zhijian Song

Bio-medical materials and engineering

DOI

2015

Image manifold revealing for breast lesion segmentation in DCE-MRI

Liang Hu, Zhaoning Cheng, Man-Ning Wang, Zhijian Song

Bio-medical materials and engineering

DOI

2014

ITIH family genes confer risk to schizophrenia and major depressive disorder in the Han Chinese population

Kuanjun He, Qingzhong Wang, Jianhua Chen, Tao Li, Zhiqiang Li, Wenjin Li, Zujia Wen, Yu Qiang, Meng Wang, Jiawei Shen, Zhijian Song, Jue Ji, Guoyin Feng, Shuguang Qi, He Lin, Yongyong Shi, Zaohuo Cheng

Progress In Neuro-Psychopharmacology & Biological Psychiatry，Vol. 51

DOI

2014

Detection and segmentation of virus plaque using HOG and SVM: Toward automatic plaque assay

Yi-Hao Mao, Hong Liu, R. Ye, Yonghong Shi, Zhijian Song

Bio-medical materials and engineering

DOI

2014

WSSF Society News

F. Schmitt, J. Voges, C. Tempelmann, J. Kaufmann, M. Kanowski, B. Sommer, P. Grummich, H. Hamer, I. Bluemcke, R. Coras, M. Buchfelder, Karl Roessler, Weiwei Deng, Fang Li, Man-Ning Wang, Zhijian Song, L. Buentjen, K. Kopitzki, M. Weller, K. Marshall, J. Lovato, J. Bourland, A. F. Deguzman, M. Munley, E. Shaw, S. Tatter, M. Chan, C. Jako, G. Perlaki, G. Orsi, A. Schwarcz, T. Dóczi, K. Miller, P. Starr, Nathan Rowland, Kai-jun Yang, H. Long, Ya-wei Yuan, Song-Tao Qi, Bo-tao Xu, Ke-wan Wang, Ye Song, S. McCartney, Markus Weltin, K. Burchiel, J. Barcia, L. Reyes, Rocío Arza, J. Saceda, Josué Avecillas, R. Yañez, J. Garcia-albea, Tomás Ortiz, M. López-Ibor, J. López-ibor, Satz Mengensatzproduktion, D. R. Basel

Stereotactic and Functional Neurosurgery

DOI

2014

Automated Global Optimization Surface-Matching Registration Method for Image-to-Patient Spatial Registration in an Image-Guided Neurosurgery System

Xinrong Chen, Zhijian Song, Man-Ning Wang

DOI

2014

Multi-mode navigation in image-guided neurosurgery using a wireless tablet PC

Weiwei Deng, Fang Li, Man-Ning Wang, Zhijian Song

Australasian physical & engineering sciences in medicine

DOI

2014

Automated brain tumor segmentation in magnetic resonance imaging based on sliding‐window technique and symmetry analysis

Yanyun Lian, Zhijian Song

Chinese Medical Journal

DOI

2014

A new markerless patient-to-image registration method using a portable 3D scanner.

Yifeng Fan, Dongsheng Jiang, Man-Ning Wang, Zhijian Song

Medical Physics (Lancaster)

DOI

2014

Skull defect reconstruction based on a new hybrid level set

Zi-Qun Zhang, Ran Zhang, Zhijian Song

Bio-medical materials and engineering

DOI

2014

Anatomical landmarks for point‐matching registration in image‐guided neurosurgery

Akram I. Omara, Man-Ning Wang, Yifeng Fan, Zhijian Song

The international journal of medical robotics + computer assisted surgery : MRCAS

DOI

2014

Surface-based automatic coarse registration of head scans

Fang Li, Zhijian Song

Bio-medical materials and engineering

DOI

2013

基于水平集的快速成型技术在颅骨缺损修复中的应用

章然，张子群，宋志坚

《中国生物医学工程学报》

2013

RSF模型的优化及其在MRI脑肿瘤分割中的应用

程兆宁，宋志坚

《生物医学工程学杂志》

2013

脑组织牵拉变形矫正的XFEM建模及其验证

王巍伟，李萍，章琛曦，宋志坚

《中国生物医学工程学报》

2013

[RSF model optimization and its application to brain tumor segmentation in MRI].

Zhaoning Cheng, Zhijian Song

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2013

A Convenient Method of Video See-Through Augmented Reality Based on Image-Guided Surgery System

Liang Hu, Man-Ning Wang, Zhijian Song

2013 Seventh International Conference on Internet Computing for Engineering and Science

DOI

2013

Differentiation between low-grade and high-grade glioma using combined diffusion tensor imaging metrics.

Lin Ma, Zhijian Song

Clinical neurology and neurosurgery (Dutch-Flemish ed. Print)

DOI

2013

Easy-to-Use Augmented Reality Neuronavigation Using a Wireless Tablet PC

Weiwei Deng, Fang Li, Man-Ning Wang, Zhijian Song

Stereotactic and Functional Neurosurgery

DOI

2013

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, Chen-Xi Zhang

International Journal of Computer Assisted Radiology and Surgery

DOI

2013

Optimal number and distribution of points selected on the vertebra for surface matching in CT-based spinal navigation

Man-Ning Wang, Zhijian Song

Journal of Computer-Aided Surgery

DOI

2013

Manifold‐based feature point matching for multi‐modal image registration

Liang Hu, Man-Ning Wang, Zhijian Song

The international journal of medical robotics + computer assisted surgery : MRCAS

DOI

2013

Diffusion tensor imaging fiber tracking with reliable tracking orientation and flexible step size

Xufeng Yao, Man-Ning Wang, Xinrong Chen, Shengdong Nie, Zhexu Li, Xiaoping Xu, Xuelong Zhang, Zhijian Song

Neural Regeneration Research

DOI

2012

Tablet PC-based surgical navigation and augmented reality systems

Zhijian Song, De-Min Yao, Man-Ning Wang, Fang Li, Weiwei Deng

2012

Dense Deformation Reconstruction via Sparse Coding

Yonghong Shi, Guo-Rong Wu, Zhijian Song, D. Shen

Machine Learning for Multimodal Interaction

DOI

2012

A high precision automatic spatial registration method neuronavigation

Zhijian Song, Xinrong Chen, Yong An, Man-Ning Wang, De-Min Yao

2011

Properties of the target registration error for surface matching in neuronavigation

Man-Ning Wang, Zhijian Song

Journal of Computer-Aided Surgery

DOI

2011

Classification and analysis of the errors in neuronavigation.

Man-Ning Wang, Zhijian Song

Neurosurgery

DOI

2011

A Brain-Deformation Framework Based on a Linear Elastic Model and Evaluation Using Clinical Data

Chen-Xi Zhang, Man-Ning Wang, Zhijian Song

IEEE Transactions on Biomedical Engineering

DOI

2011

Deformable Registration for Geometric Distortion Correction of Diffusion Tensor Imaging

Xufeng Yao, Zhijian Song

Lecture notes in computer science

DOI

2010

Method for simulating and correcting deformation of cerebral tissue images

Zhijian Song, Man-Ning Wang, Chen-Xi Zhang, Wen-Sheng Li, De-Min Yao

2010

Guidelines for the placement of fiducial points in image‐guided neurosurgery

Man-Ning Wang, Zhijian Song

The international journal of medical robotics + computer assisted surgery : MRCAS

DOI

2010

Distribution Templates of the Fiducial Points in Image‐Guided Neurosurgery

Man-Ning Wang, Zhijian Song

DOI

2010

Differences in the architecture of low-grade and high-grade gliomas evaluated using fiber density index and fractional anisotropy.

Yiyong Chen, Yonghong Shi, Zhijian Song

Journal of clinical neuroscience

DOI

2009

变形磁共振弥散张量图像的三维非线性配准

姚旭峰，徐小萍，聂生东，宋志坚

《生物医学工程研究》

2009

Improving target registration accuracy in image‐guided neurosurgery by optimizing the distribution of fiducial points

Man-Ning Wang, Zhijian Song

The international journal of medical robotics + computer assisted surgery : MRCAS

DOI

2009

Automatic localization of the center of fiducial markers in 3D CT/MRI images for image-guided neurosurgery

Man-Ning Wang, Zhijian Song

Pattern Recognition Letters

DOI

2008

神经导航中脑组织变形补偿的点云处理

姚旭峰，刘翌勋，宋志坚

《生物医学工程学杂志》

2008

虚拟内窥镜关键技术的研究与临床应用

姚德民，宋志坚

《生物医学工程学杂志》

2008

A robust brain deformation framework based on a finite element model in IGNS

Yixun Liu, Zhijian Song

The international journal of medical robotics + computer assisted surgery : MRCAS

DOI

2008

[The processing of point clouds for brain deformation existing in image guided neurosurgery system].

Xufeng Yao, Yi-Xun Lin, Zhijian Song

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2008

Automatic Detection of Fiducial Marker Center Based on Shape Index and Curvedness

Man-Ning Wang, Zhijian Song

Medical Imaging and Augmented Reality

DOI

2008

[Research of the key technique in virtual endoscopy and its clinical application].

De-Min Yao, Zhijian Song

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2008

Multi-step 3D/2D Image Registration for Image-guided Spinal Surgery

Yi Zhang, Man-Ning Wang, Zhijian Song

International Conference on BioMedical Engineering and Informatics

DOI

2007

磁共振弥散张量成像几何畸变的三维校准

姚旭峰，宋志坚

《北京生物医学工程》

2007

CT结肠造影中息肉的自动识别

张翼，宋志坚

《中国生物医学工程学报》

2007

三次元医用画像の対話型グラフィックプロセッサの高速再構成【JST・京大機械翻訳】

P. Gu, Man-Ning Wang, Zhijian Song

2007

The 3D correction to the geometric deformations of magnetic resonance diffusion tensor imaging

Zhijian Song

Beijing shengwu yixue gongcheng

2006

冠状动脉粥样硬化钙化的电子束CT检测:一种新的钙化算法的探讨

李文生，宋志坚，赵淑民，左焕琛

《生物医学工程学杂志》

2006

[Atherosclerotic calcification of coronary artery detected by electron beam CT: A new probation of calcific algorithm].

Wen-Sheng Li, Zhijian Song, Shu-Min Zhao, Huan-Chen Zuo

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2006

Three‐dimensional reconstruction of registered and fused Chinese Visible Human and patient MRI images

Luming Li, Yawen Liu, Zhijian Song

Clinical Anatomy

DOI

2005

用模糊数学方法融合多模医学图像

李林，张锦翔，宋志坚

《生物医学工程学杂志》

2005

Reconstruction and fusion with MRI of caudate nucleus, lentiform nucleus and thalamus

Lin Li, Yixun Liu, Zhijian Song

2005

[A medical image fusion method based on fuzzy mathematics].

Lin Li, Jin-Xian Zhang, Zhijian Song

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2002

基于Web的医学断层图像远程重建

宋志坚，杜文健，李文生，左焕琛

《生物医学工程学杂志》

2002

Three-Dimensional computerized reconstruction and virtual anatomy of craniofacial part on internet

Wen-Sheng Li, W. Du, Zhijian Song, Shu-Min Zhao, Huan-Chen Zuo

2002

Volume rendering on the Internet

Wen Qi, Zhijian Song, Guoqiang Wu

Proceedings. First International Symposium on 3D Data Processing Visualization and Transmission

DOI

2002

[Reconstruct three-dimensional medical images based on Internet].

Zhijian Song, W. Du, Wen-Sheng Li, Huan-Chen Zuo

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2002

[Reconstruct three-dimensional medical images based on Internet].

Zhijian Song, Wenjian Du, Wensheng Li, Huanchen Zuo

PubMed

2001

THREE-DIMENSIONAL COMPUTERIZED RECONSTRUCTION OF HEART AND CORONARY ARTERY ON INTERNET

Zhijian Song

1998

电子束CT犬实验性梗塞心肌的三维重建与病理对照

宋志坚，张闽光，吴国强，沈天真，左焕琛

《中国生物医学工程学报》

1993

心电图的新进展与发展动态

宋志坚，程敬之，周华琳

《北京生物医学工程》

1993

用有限元与无限元相结合的方法解心电图逆问题

宋志坚，周华琳，柳澄，程敬之

《北京生物医学工程》

会议论文

2024

一种新的面向心脏MR图像分割的基于先验掩码条件生成的数据增强方法

李剑杨，史勇红，马昕，宋志坚

《中国解剖学会2024年年会论文文摘汇编》

DOI

2021

基于多任务学习的非小细胞肺癌亚型分类研究

陈锟，王满宁，宋志坚

《中国解剖学会2021年年会》

DOI

2007

神经外科导航系统中脑组织变形的研究

刘翌勋，宋志坚

《中国生物医学工程进展——2007中国生物医学工程联合学术年会论文集（上册）》

预印本

2026

Less Is More in the Long Tail: Stage-Adaptive Sample Selection for Annotation-Efficient Dense Prediction

Xiaofei Du, Lei Zhang, Shuyu Yan, Manning Wang, Zhijian Song

arXiv (Cornell University)

DOI

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