Zhijian Song - Publications, H-index & Citations

宋

宋志坚 (Zhijian Song)

fudan university

23H指数

142论文数

2.4K被引数

收录论文 37

发表时间

Foundation Model-Enabled Multimodal Deep Learning for Prognostic Prediction in Colorectal Cancer with Incomplete Modalities: A Multi-Institutional Retrospective Study 基础模型支持的多模态深度学习用于不完全模态结直肠癌的预后预测: 一项多机构回顾性研究

Advanced Science

IF14.1

2026-01-20

OAAI

Linhao Qu; Chengsheng Zhang; Yingyong Hou; Feng Tang; Weiqi Sheng; Dan Huang; Zhijian Song

Deep Mutual Learning Among Partially Labeled Datasets for Multi-Organ Segmentation 部分标注数据集间的深度互学习在多器官分割中的应用

IEEE Transactions on Medical Imaging

IF9.8

2025-09-26

PREAI

Xiaoyu Liu; Linhao Qu; Ziyue Xie; Yonghong Shi; Zhijian Song

Leveraging large language and vision models for knowledge extraction from large-scale image–text colonoscopy records 利用大型语言和视觉模型从大规模图像-文本结肠镜记录中提取知识

Nature Biomedical Engineering

IF26.6

2025-09-16

PREAI

Shuo Wang; Yan Zhu; Zhiwei Yang; Xiaoyuan Luo; Yizhe Zhang; Peiyao Fu; Haoran Wang; Manning Wang; Zhijian Song; Quanlin Li; Pinghong Zhou; Yike Guo

Epigenetic signatures of accelerated aging and immune dysregulation in youth with social anxiety disorder 加速衰老和免疫功能失调的表观遗传学特征：在社交焦虑障碍青少年中的研究

Behavioural Brain Research

IF2.3

2025-07-11

PREAI

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

Decoding disease–specific ageing mechanisms through pathway-level epigenetic clock: insights from multi-cohort validation 通过通路水平表观遗传时钟解码疾病特异性衰老机制：多队列验证的见解

eBioMedicine

IF10.8

2025-07-05

PREAI

Pan Li; Jijun Zhu; Shenghan Wang; Haowen Zhuang; Shunjie Zhang; Zhongting Huang; Fuqiang Cai; Zhijian Song; Yuxin Liu; Weixin Liu; Sebastian Freidel; Sijia Wang; Emanuel Schwarz; Junfang Chen

MDAL: Modality-difference-based active learning for multimodal medical via contrastive and mutual information MDAL：基于模态差异的主动学习，用于通过对比和互信息的多模态医学

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2025-07-01

PREAI

Haoran Wang; Qiuye Jin; Xiaofei Du; Liu Wang; Qinhao Guo; Haiming Li; Manning Wang; Zhijian Song

Beyond the Distribution: Perturbation Toward Domain Distribution Boundary for Strengthening Generalizable Semi-Supervised Segmentation 超越分布：通过向领域分布边界扰动来强化泛化半监督分割

IEEE Signal Processing Letters

IF3.9

2025-01-01

PREAI

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

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

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2024-05-14

OAAI

Li, Shiman; Wang, Haoran; Meng, Yucong; Zhang, Chenxi; Song, Zhijian

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

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-02-01

PREAI

Luo, Xiaoyuan; Qu, Linhao; Guo, Qinhao; Song, Zhijian; Wang, Manning

Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks Trans2Fuse: 通过自监督学习和通过变压器网络的多模态变换来增强图像融合

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-02-01

PREAI

Qu, Linhao; Liu, Shaolei; Wang, Manning; Li, Shiman; Yin, Siqi; Song, Zhijian

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

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-12-01

PREAI

Liu, Shaolei; Yin, Siqi; Qu, Linhao; Wang, Manning; Song, Zhijian

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

FRONTIERS IN MEDICINE

IF3

2023-09-13

OAAI

Wang, Kang; Li, Zeyang; Wang, Haoran; Liu, Siyu; Pan, Mingyuan; Wang, Manning; Wang, Shuo; Song, Zhijian

AIM-MEF: Multi-exposure image fusion based on adaptive information mining in both spatial and frequency domains Aim-mef: 基于空域和频域自适应信息挖掘的多曝光图像融合

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-08-01

PREAI

Qu, Linhao; Yin, Siqi; Liu, Shaolei; Liu, Xiaoyu; Wang, Manning; Song, Zhijian

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

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-06-05

OAAI

Wang, Jie; Zhang, Xinkang; Chen, Xinrong; Song, Zhijian

Label correlation transformer for automated chest X-ray diagnosis with reliable interpretability 用于具有可靠可解释性的自动胸部x射线诊断的标签相关转换器

RADIOLOGIA MEDICA

IF4.8

2023-05-26

PREAI

Sun, Zexuan; Qu, Linhao; Luo, Jiazheng; Song, Zhijian; Wang, Manning

Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning

INFORMATION FUSION

IF15.5

2023-04-01

PREAI

Qu, Linhao; Liu, Shaolei; Wang, Manning; Song, Zhijian

Deep active learning models for imbalanced image classification

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-12-01

PREAI

Jin, Qiuye; Yuan, Mingzhi; Wang, Haoran; Wang, Manning; Song, Zhijian

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

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-06-01

PREAI

Qin, Chunli; Zhou, Ji; Yao, Demin; Zhuang, Han; Wang, Hui; Chen, Shiyao; Shi, Yonghong; Song, Zhijian

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

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-04-01

PREAI

Jin, Qiuye; Yuan, Mingzhi; Qiao, Qin; Song, Zhijian

Globally Optimal Linear Model Fitting with Unit-Norm Constraint

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2022-02-14

PREAI

Liu, Yinlong; Wang, Yiru; Wang, Manning; Chen, Guang; Knoll, Alois; Song, Zhijian

研究方向