Jinzhu Yang - RankMe

166 papers A* 2A 2B 5Misc 3Journal 107Unranked 47

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive mix for semi-supervised medical image segmentation. Medical Image Anal. Zhiqiang Shen, Peng Cao, Junming Su, Jinzhu Yang, Osmar R. Zaïane
2026	J	`jnl`	BrainOSM: Outlier screening for multi-view functional brain network analysis. Comput. Methods Programs Biomed. Guiliang Guo, Guangqi Wen, Lingwen Liu, Ruoxian Song, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2026	J	`jnl`	BrainSCL: Subtype-Guided Contrastive Learning for Brain Disorder Diagnosis. CoRR Xiaolong Li, Guiliang Guo, Guangqi Wen, Peng Cao, Jinzhu Yang, Honglin Wu, Xiaoli Liu, Fei Wang, Osmar R. Zaïane
2026	J	`jnl`	BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling. CoRR Guiliang Guo, Guangqi Wen, Lingwen Liu, Ruoxian Song, Peng Cao, Jinzhu Yang, Fei Wang, Xiaoli Liu, Osmar R. Zaïane
2026	J	`jnl`	CGMAE: Self-supervised Masked Auto-Encoder with Cross-Graph node alignment for node classification. Eng. Appl. Artif. Intell. Ruoxian Song, Peng Cao, Guangqi Wen, Lanting Li, Wei Liang, Weiping Li, Jinzhu Yang, Osmar R. Zaïane
2026	J	`jnl`	Collaborative Learning of Augmentation and Disentanglement for Semi-Supervised Domain Generalized Medical Image Segmentation. IEEE Trans. Medical Imaging Zhiqiang Shen, Peng Cao, Qinghua Zhou, Jinzhu Yang, Osmar R. Zaïane
2026	J	`jnl`	Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning. CoRR Siyu Liu, Guangqi Wen, Peng Cao, Jinzhu Yang, Xiaoli Liu, Fei Wang, Osmar R. Zaïane
2026	J	`jnl`	IDRL: An Individual-Aware Multimodal Depression-Related Representation Learning Framework for Depression Diagnosis. CoRR Chongxiao Wang, Junjie Liang, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2026	J	`jnl`	Intervention-Based Mixup Augmentation for Multiple Instance Learning in Whole-Slide Image Survival Analysis. IEEE Trans. Medical Imaging Lingzhi Tang, Zitian Zhang, Jinzhu Yang, Yong Feng, Qisen Wang, Song Sun, Haibo Shao
2026	J	`jnl`	Learning the Hierarchical Organization in Brain Network for Brain Disorder Diagnosis. CoRR Jingfeng Tang, Peng Cao, Guangqi Wen, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane
2026	J	`jnl`	Modeling Multimodal Depression Diagnosis From the Perspective of Local Depressive Representation. IEEE Trans. Affect. Comput. Junjie Liang, Peng Cao, Chongxiao Wang, Jinzhu Yang, Fei Wang, Osmar R. Zaïane
2026	J	`jnl`	Multi-level hierarchical prototype for few-shot medical image segmentation. Biomed. Signal Process. Control. Song Sun, Jinzhu Yang, Lingzhi Tang, Yong Feng, Qi Yu
2026	J	`jnl`	Multiscale Structure-Guided Latent Diffusion for Multimodal MRI Translation. CoRR Jianqiang Lin, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane, Xiaoli Liu
2026	J	`jnl`	TP-LReID: Lifelong person re-identification using text prompts. Pattern Recognit. Zhaoshuo Liu, Zhiwei Guo, Chaolu Feng, Wei Li, Kun Yu, Jun Hu, Jinzhu Yang
2026	J	`jnl`	Visually-Guided Controllable Medical Image Generation via Fine-Grained Semantic Disentanglement. CoRR Xin Huang, Junjie Liang, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane
2025	J	`jnl`	A Reference-Free Quality Enhancement Framework for Low-Quality Fundus Images. IEEE Trans. Circuits Syst. Video Technol. Qingshan Hou, Yaqi Wang, Linqi Lan, Peng Cao, Jinzhu Yang, Xiaoli Liu, Meng Wang, Yih Chung Tham, Osmar R. Zaïane
2025	J	`jnl`	A multi-level contrastive learning-based correction model for semi-supervised fetal echocardiography segmentation. Neurocomputing Qi Yu, Danyang Song, Jinzhu Yang, Zhitao Zhang, Song Sun, Haiyang Sun, Yangyang Li, Yao Liu, Yiqiu Qi, Mei Wei, Yiming Liu
2025	J	`jnl`	A semi-supervised multi-task assisted method for ultrasound medical image segmentation. Neurocomputing Honghe Li, Jinzhu Yang, Mingjun Qu, Yong Feng
2025	—	`conf`	BrainPrompt: Domain Adaptation with Prompt Learning for Multi-site Brain Network Analysis. MICCAI (12) Liuzeng Zhang, Lanting Li, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2025	J	`jnl`	CMR-BENet: A confidence map refinement boundary enhancement network for left ventricular myocardium segmentation. Comput. Methods Programs Biomed. Qi Yu, Hongxia Ning, Jinzhu Yang, Chen Li, Yiqiu Qi, Mingjun Qu, Honghe Li, Song Sun, Peng Cao, Chaolu Feng
2025	J	`jnl`	CQENet: A segmentation model for nasopharyngeal carcinoma based on confidence quantitative evaluation. Comput. Medical Imaging Graph. Yiqiu Qi, Lijun Wei, Jinzhu Yang, Jiachen Xu, Hongfei Wang, Qi Yu, Guoguang Shen, Yubo Cao
2025	—	`conf`	ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation. MICCAI (5) Xi Chen, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2025	J	`jnl`	ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation. CoRR Xi Chen, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2025	J	`jnl`	Contour-constrained branch U-Net for accurate left ventricular segmentation in echocardiography. Medical Biol. Eng. Comput. Mingjun Qu, Jinzhu Yang, Honghe Li, Yiqiu Qi, Qi Yu
2025	J	`jnl`	CorLabelNet: a comprehensive framework for multi-label chest X-ray image classification with correlation guided discriminant feature learning and oversampling. Medical Biol. Eng. Comput. Kai Zhang, Wei Liang, Peng Cao, Zhaoyang Mao, Jinzhu Yang, Osmar R. Zaïane
2025	J	`jnl`	ECGEFNet: A two-branch deep learning model for calculating left ventricular ejection fraction using electrocardiogram. Artif. Intell. Medicine Yiqiu Qi, Guangyuan Li, Jinzhu Yang, Honghe Li, Qi Yu, Mingjun Qu, Hongxia Ning, Yonghuai Wang
2025	J	`jnl`	Exploring Attention and Self-Supervised Learning Mechanism for Graph Similarity Learning. IEEE Trans. Neural Networks Learn. Syst. Guangqi Wen, Xin Gao, Wenhui Tan, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaïane
2025	J	`jnl`	Few-shot small vessel segmentation using a detail-preserving network enhanced by discriminator. Medical Biol. Eng. Comput. Yan Huang, Jinzhu Yang, Qi Sun, Yuliang Yuan, Yang Hou, Jin Shang
2025	J	`jnl`	Heterogeneous Graph Representation Learning Framework for Resting-State Functional Connectivity Analysis. IEEE Trans. Medical Imaging Guangqi Wen, Peng Cao, Lingwen Liu, Maochun Hao, Siyu Liu, Junjie Zheng, Jinzhu Yang, Osmar R. Zaïane, Fei Wang
2025	J	`jnl`	Inpainting of ultrasound cardiac tissues with consistent anatomical structures. Biomed. Signal Process. Control. Honghe Li, Jinzhu Yang, Mei Wei, Mingjun Qu, Yong Feng
2025	J	`jnl`	Optimizing semi-supervised medical image segmentation with imbalanced filtering and nnU-Net enhancement. Vis. Comput. Yuanchuan Duan, Peng Wang, Yan Huang, Yuxin Hang, Qi Sun, Haibo Shao, Jinzhu Yang
2025	J	`jnl`	Pathology-Preserving Transformer Based on Multicolor Space for Low-Quality Medical Image Enhancement. IEEE Trans. Multim. Qingshan Hou, Yaqi Wang, Peng Cao, Jianguo Ju, Huijuan Tu, Xiaoli Liu, Jinzhu Yang, Huazhu Fu, Yih Chung Tham, Osmar R. Zaïane
2025	J	`jnl`	Research on Medical Named Entity Identification Based On Prompt-Biomrc Model and Its Application in Intelligent Consultation System. CoRR Jinzhu Yang
2025	J	`jnl`	Structure preservation constraints for unsupervised domain adaptation intracranial vessel segmentation. Medical Biol. Eng. Comput. Sizhe Zhao, Qi Sun, Jinzhu Yang, Yuliang Yuan, Yan Huang, Zhiqing Li
2025	—	`conf`	Structure-Aware MRI Translation: Multi-modal Latent Diffusion Model with Arbitrary Missing Modalities. MICCAI (8) Xinzhe Zhang, Junjie Liang, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2025	—	`conf`	Structure-Aware Self-supervised Graph Representation Learning. DASFAA (3) Lingwen Liu, Peng Cao, Guangqi Wen, Zhuolin Jia, Jinzhu Yang, Weiping Li, Osmar R. Zaïane
2025	J	`jnl`	Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation. CoRR Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane, Zhaolin Chen
2025	J	`jnl`	SynMatch: Rethinking Consistency in Medical Image Segmentation with Sparse Annotations. CoRR Zhiqiang Shen, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2025	J	`jnl`	Uncertainty Quantification and Quality Control for Heatmap-Based Landmark Detection Models. IEEE Trans. Medical Imaging Yong Feng, Jinzhu Yang, Lingzhi Tang, Song Sun, Yonghuai Wang
2024	—	`conf`	3D-SAutoMed: Automatic Segment Anything Model for 3D Medical Image Segmentation from Local-Global Perspective. MICCAI (9) Junjie Liang, Peng Cao, Wenju Yang, Jinzhu Yang, Osmar R. Zaïane
2024	J	`jnl`	A Bayesian network for simultaneous keyframe and landmark detection in ultrasonic cine. Medical Image Anal. Yong Feng, Jinzhu Yang, Meng Li, Lingzhi Tang, Song Sun, Yonghuai Wang
2024	—	`conf`	A Clinical-Oriented Lightweight Network for High-Resolution Medical Image Enhancement. MICCAI (3) Yaqi Wang, Leqi Chen, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane
2024	—	`conf`	A Clinical-Oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-Quality Medical Images. MICCAI (3) Qingshan Hou, Shuai Cheng, Peng Cao, Jinzhu Yang, Xiaoli Liu, Yih Chung Tham, Osmar R. Zaïane
2024	J	`jnl`	A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images. CoRR Qingshan Hou, Shuai Cheng, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane, Yih Chung Tham
2024	J	`jnl`	A Collaborative Self-Supervised Domain Adaptation for Low-Quality Medical Image Enhancement. IEEE Trans. Medical Imaging Qingshan Hou, Yaqi Wang, Peng Cao, Shuai Cheng, Linqi Lan, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane
2024	J	`jnl`	A New Automated Prognostic Prediction Method Based on Multi-Sequence Magnetic Resonance Imaging for Hepatic Resection of Colorectal Cancer Liver Metastases. IEEE J. Biomed. Health Informatics Lingzhi Tang, Zitian Zhang, Jinzhu Yang, Yong Feng, Song Sun, Baoxin Liu, Junting Ma, Jiaxi Liu, Haibo Shao
2024	J	`jnl`	A spatio-temporal graph convolutional network for ultrasound echocardiographic landmark detection. Medical Image Anal. Honghe Li, Jinzhu Yang, Zhanfeng Xuan, Mingjun Qu, Yonghuai Wang, Chaolu Feng
2024	J	`jnl`	Adaptive Mix for Semi-Supervised Medical Image Segmentation. CoRR Zhiqiang Shen, Peng Cao, Junming Su, Jinzhu Yang, Osmar R. Zaïane
2024	—	`conf`	An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive System. ADMA (4) Rui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang, Xinyu Huang, Chen Li
2024	—	`conf`	BECNN: Bias Field Estimation CNN Trained with a Dual Route Implicit Supervised Learning Strategy. BIBM Shuaizheng Chen, Chaolu Feng, Wei Li, Jinzhu Yang, Dazhe Zhao
2024	J	`jnl`	BrainDAS: Structure-aware domain adaptation network for multi-site brain network analysis. Medical Image Anal. Ruoxian Song, Peng Cao, Guangqi Wen, Pengfei Zhao, Ziheng Huang, Xizhe Zhang, Jinzhu Yang, Osmar R. Zaïane
2024	A	`conf`	Capturing Temporal Node Evolution via Self-supervised Learning: A New Perspective on Dynamic Graph Learning. WSDM Lingwen Liu, Guangqi Wen, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaïane
2024	J	`jnl`	Cinematic volume rendering algorithm based on multiple lights photon mapping. Multim. Tools Appl. Yuliang Yuan, Jinzhu Yang, Qi Sun, Yan Huang, Shuang Ma
2024	J	`jnl`	DLFFNet: A new dynamical local feature fusion network for automatic aortic valve calcification recognition using echocardiography. Comput. Methods Programs Biomed. Lingzhi Tang, Xueqi Wang, Jinzhu Yang, Yonghuai Wang, Mingjun Qu, Honghe Li
2024	J	`jnl`	Decentralized optimal control of large-scale partially unknown nonlinear mismatched interconnected systems based on dynamic event-triggered control. Neurocomputing Hanguang Su, Xinyang Luan, Huaguang Zhang, Xiaodong Liang, Jinzhu Yang, Jiawei Wang
2024	—	`conf`	Exploring Spatio-temporal Interpretable Dynamic Brain Function with Transformer for Brain Disorder Diagnosis. MICCAI (2) Lanting Li, Liuzeng Zhang, Peng Cao, Jinzhu Yang, Fei Wang, Osmar R. Zaïane
2024	J	`jnl`	GCReID: Generalized continual person re-identification via meta learning and knowledge accumulation. Neural Networks Zhaoshuo Liu, Chaolu Feng, Kun Yu, Jun Hu, Jinzhu Yang
2024	J	`jnl`	Label correlation guided discriminative label feature learning for multi-label chest image classification. Comput. Methods Programs Biomed. Kai Zhang, Wei Liang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2024	J	`jnl`	Learning discriminative foreground-and-background features for few-shot segmentation. Multim. Tools Appl. Cong Jiang, Yange Zhou, Zhaoshuo Liu, Chaolu Feng, Wei Liu, Jinzhu Yang
2024	J	`jnl`	Lesion-aware knowledge distillation for diabetic retinopathy lesion segmentation. Appl. Intell. Yaqi Wang, Qingshan Hou, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2024	—	`conf`	Multi-Modal Learning for Predicting the Progression of Transarterial Chemoembolization Therapy in Hepatocellular Carcinoma. PRCV (14) Lingzhi Tang, Haibo Shao, Jinzhu Yang, Jiachen Xu, Jiao Li, Yong Feng, Jiayuan Liu, Song Sun, Qisen Wang
2024	J	`jnl`	Multi-residual 2D network integrating spatial correlation for whole heart segmentation. Comput. Biol. Medicine Yan Huang, Jinzhu Yang, Qi Sun, Yuliang Yuan, Honghe Li, Yang Hou
2024	J	`jnl`	Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation. Neural Networks Haonan Wang, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2024	—	`conf`	Progressively Correcting Soft Labels via Teacher Team for Knowledge Distillation in Medical Image Segmentation. MICCAI (9) Yaqi Wang, Peng Cao, Qingshan Hou, Linqi Lan, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane
2024	J	`jnl`	Rethinking Barely-Supervised Segmentation from an Unsupervised Domain Adaptation Perspective. CoRR Zhiqiang Shen, Peng Cao, Junming Su, Jinzhu Yang, Osmar R. Zaïane
2024	J	`jnl`	Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation. CoRR Junming Su, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2024	—	`conf`	Self-paced Sample Selection for Barely-Supervised Medical Image Segmentation. MICCAI (9) Junming Su, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2024	Misc	`conf`	Towards Disease-Aware Self-Supervised Dynamic Brain Network Learning For Mental Diagnosis. ICASSP Zhiyong Jin, Guangqi Wen, Peng Cao, Lingwen Liu, Jinzhu Yang, Xinrong Zhu, Osmar R. Zaïane, Fei Wang
2023	J	`jnl`	3D vessel extraction using a scale-adaptive hybrid parametric tracker. Medical Biol. Eng. Comput. Qi Sun, Jinzhu Yang, Shuang Ma, Yan Huang, Yuliang Yuan, Yang Hou
2023	A*	`conf`	A Reference-free Self-supervised Domain Adaptation Framework for Low-quality Fundus Image Enhancement. ACM Multimedia Qingshan Hou, Peng Cao, Jiaqi Wang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2023	J	`jnl`	A comprehensive survey of intestine histopathological image analysis using machine vision approaches. Comput. Biol. Medicine Yujie Jing, Chen Li, Tianming Du, Tao Jiang, Hongzan Sun, Jinzhu Yang, Liyu Shi, Minghe Gao, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	A new segment method for pulmonary artery and vein. Health Inf. Sci. Syst. Qinghua Zhou, Wenjun Tan, Qingya Li, Baoting Li, Luyu Zhou, Xin Liu, Jinzhu Yang, Dazhe Zhao
2023	J	`jnl`	A unified framework of graph structure learning, graph generation and classification for brain network analysis. Appl. Intell. Peng Cao, Guangqi Wen, Wenju Yang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2023	J	`jnl`	Automatic prediction of acute coronary syndrome based on pericoronary adipose tissue and atherosclerotic plaques. Comput. Medical Imaging Graph. Yan Huang, Jinzhu Yang, Yang Hou, Qi Sun, Shuang Ma, Chaolu Feng, Jin Shang
2023	J	`jnl`	BrainTGL: A dynamic graph representation learning model for brain network analysis. Comput. Biol. Medicine Lingwen Liu, Guangqi Wen, Peng Cao, Tianshun Hong, Jinzhu Yang, Xizhe Zhang, Osmar R. Zaïane
2023	—	`conf`	BrainUSL: Unsupervised Graph Structure Learning for Functional Brain Network Analysis. MICCAI (8) Pengshuai Zhang, Guangqi Wen, Peng Cao, Jinzhu Yang, Jinyu Zhang, Xizhe Zhang, Xinrong Zhu, Osmar R. Zaïane, Fei Wang
2023	A*	`conf`	Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation. IJCAI Zhiqiang Shen, Peng Cao, Hua Yang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2023	J	`jnl`	Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation. CoRR Zhiqiang Shen, Peng Cao, Hua Yang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2023	B	`conf`	Dermoscopic Image Classification Using Attention Mechanism and Ensemble Learning Approaches. IEEE Big Data Shanchuan Huang, Hongwei Lei, Liuhan Jin, Jinzhu Yang, Tao Jiang, Yudong Yao, Marcin Grzegorzek, Chen Li
2023	B	`conf`	ECA-RetinaNet: A Novel Self-Attention RetinaNet for Environmental Microorganism Image Object Detection. IEEE Big Data Hechen Yang, Jinzhu Yang, Tao Jiang, Xin Zhao, Jinghua Zhang, Peng Zhao, Ao Chen, Qianqing Nie, Marcin Grzegorzek, Chen Li
2023	J	`jnl`	EchoEFNet: Multi-task deep learning network for automatic calculation of left ventricular ejection fraction in 2D echocardiography. Comput. Biol. Medicine Honghe Li, Yonghuai Wang, Mingjun Qu, Peng Cao, Chaolu Feng, Jinzhu Yang
2023	J	`jnl`	Exploiting task relationships for Alzheimer's disease cognitive score prediction via multi-task learning. Comput. Biol. Medicine Wei Liang, Kai Zhang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2023	J	`jnl`	Exploring attention mechanism for graph similarity learning. Knowl. Based Syst. Wenhui Tan, Xin Gao, Yiyang Li, Guangqi Wen, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaïane
2023	J	`jnl`	Exploring interpretable graph convolutional networks for autism spectrum disorder diagnosis. Int. J. Comput. Assist. Radiol. Surg. Lanting Li, Guangqi Wen, Peng Cao, Xiaoli Liu, Osmar R. Zaïane, Jinzhu Yang
2023	J	`jnl`	FFANet - Full frequency attention net for automatic diastolic function assessment. Biomed. Signal Process. Control. Mingjun Qu, Shitong Wang, Yonghuai Wang, Honghe Li, Lanting Zhao, Peng Cao, Jinzhu Yang
2023	J	`jnl`	Graph Self-Supervised Learning With Application to Brain Networks Analysis. IEEE J. Biomed. Health Informatics Guangqi Wen, Peng Cao, Lingwen Liu, Jinzhu Yang, Xizhe Zhang, Fei Wang, Osmar R. Zaïane
2023	J	`jnl`	Image Quality Assessment Guided Collaborative Learning of Image Enhancement and Classification for Diabetic Retinopathy Grading. IEEE J. Biomed. Health Informatics Qingshan Hou, Peng Cao, Liyu Jia, Leqi Chen, Jinzhu Yang, Osmar R. Zaïane
2023	J	`jnl`	LIVE-Net: Comprehensive 3D vessel extraction framework in CT angiography. Comput. Biol. Medicine Qi Sun, Jinzhu Yang, Sizhe Zhao, Chen Chen, Yang Hou, Yuliang Yuan, Shuang Ma, Yan Huang
2023	—	`conf`	Label Correlation Guided Feature Selection for Multi-label Learning. ADMA (4) Kai Zhang, Wei Liang, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaïane
2023	J	`jnl`	Label correlation guided borderline oversampling for imbalanced multi-label data learning. Knowl. Based Syst. Kai Zhang, Zhaoyang Mao, Peng Cao, Wei Liang, Jinzhu Yang, Weiping Li, Osmar R. Zaïane
2023	J	`jnl`	Learning what and where to segment: A new perspective on medical image few-shot segmentation. Medical Image Anal. Yong Feng, Yonghuai Wang, Honghe Li, Mingjun Qu, Jinzhu Yang
2023	—	`conf`	Lesion-Aware Contrastive Learning for Diabetic Retinopathy Diagnosis. MICCAI (7) Shuai Cheng, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane
2023	J	`jnl`	MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation. Health Inf. Sci. Syst. Haonan Wang, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2023	—	`conf`	Modeling Alzheimers' Disease Progression from Multi-task and Self-supervised Learning Perspective with Brain Networks. MICCAI (1) Wei Liang, Kai Zhang, Peng Cao, Pengfei Zhao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2023	B	`conf`	Multi-modal Medical Information based Data Mining for Expression and Characteristic Pattern Prediction of TP53 in Endometrial Carcinoma. IEEE Big Data Tianming Du, Chen Li, Tao Jiang, Jinzhu Yang, Marcin Grzegorzek, Hongzan Sun
2023	J	`jnl`	Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation. CoRR Haonan Wang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar Zaïane
2023	J	`jnl`	OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluation. Comput. Biol. Medicine Qianqing Nie, Chen Li, Jinzhu Yang, Yudong Yao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Ao Chen, Haoyuan Chen, Weiming Hu, Rui Li, Jiawei Zhang, Danning Wang
2023	J	`jnl`	Region based level sets for image segmentation: a brief comparative review with a fast model FREEST. Multim. Tools Appl. Chaolu Feng, Shuaizheng Chen, Dazhe Zhao, Jinzhu Yang
2023	—	`conf`	Self-Supervised Rotation Learning for 3D Segmentation on Nasopharyngeal Carcinoma MRI Images. BIBM Changtai Li, Ruohui Jiang, Shihua Yin, Jinzhu Yang, Xiaojuan Ban
2023	J	`jnl`	Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement. CoRR Qingshan Hou, Peng Cao, Jiaqi Wang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2023	J	`jnl`	Topology-sensitive weighting model for myocardial segmentation. Comput. Biol. Medicine Song Sun, Yonghuai Wang, Jinzhu Yang, Yong Feng, Lingzhi Tang, Shuo Liu, Hongxia Ning
2023	—	`conf`	Towards Time-Variant-Aware Link Prediction in Dynamic Graph Through Self-supervised Learning. ADMA (4) Guangqi Wen, Peng Cao, Zhiyong Jin, Ruoxian Song, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2023	J	`jnl`	WS-LungNet: A two-stage weakly-supervised lung cancer detection and diagnosis network. Comput. Biol. Medicine Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2023	—	`conf`	What will regularized continuous learning performs if it was used to medical image segmentation: a preliminary analysis. BIBM Weihao Dai, Chaolu Feng, Shuaizheng Chen, Wei Liu, Jinzhu Yang, Dazhe Zhao
2023	—	`conf`	csl-MTFL: Multi-task Feature Learning with Joint Correlation Structure Learning for Alzheimer's Disease Cognitive Performance Prediction. ADMA (3) Wei Liang, Kai Zhang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2022	J	`jnl`	A novel biomarker selection method combining graph neural network and gene relationships applied to microarray data. BMC Bioinform. Weidong Xie, Wei Li, Shoujia Zhang, Linjie Wang, Jinzhu Yang, Dazhe Zhao
2022	J	`jnl`	Abdominal vessel segmentation using vessel model embedded fuzzy C-means and similarity from CT angiography. Medical Biol. Eng. Comput. Shuang Ma, Chaolu Feng, Jinzhu Yang, Qi Sun, Yuliang Yuan, Yan Huang, Wenjun Tan
2022	J	`jnl`	Automatic identification of septal flash phenomenon in patients with complete left bundle branch block. Medical Image Anal. Mingjun Qu, Yonghuai Wang, Honghe Li, Jinzhu Yang, Chunyan Ma
2022	J	`jnl`	Collaborative learning of graph generation, clustering and classification for brain networks diagnosis. Comput. Methods Programs Biomed. Wenju Yang, Guangqi Wen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2022	J	`jnl`	MDD-TSVM: A novel semisupervised-based method for major depressive disorder detection using electroencephalogram signals. Comput. Biol. Medicine Hongtuo Lin, Chufan Jian, Yang Cao, Xiaoguang Ma, Hailiang Wang, Fen Miao, Xiaomao Fan, Jinzhu Yang, Gansen Zhao, Hui Zhou
2022	J	`jnl`	Modeling global and local label correlation with graph convolutional networks for multi-label chest X-ray image classification. Medical Biol. Eng. Comput. Lanting Li, Peng Cao, Jinzhu Yang, Osmar R. Zaïane
2022	J	`jnl`	Modeling the dynamic brain network representation for autism spectrum disorder diagnosis. Medical Biol. Eng. Comput. Peng Cao, Guangqi Wen, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2022	J	`jnl`	Segmentation of lung airways based on deep learning methods. IET Image Process. Wenjun Tan, Pan Liu, Xiaoshuo Li, Shaoxun Xu, Yufei Chen, Jinzhu Yang
2022	J	`jnl`	TE-HI-GCN: An Ensemble of Transfer Hierarchical Graph Convolutional Networks for Disorder Diagnosis. Neuroinformatics Lanting Li, Hao Jiang, Guangqi Wen, Peng Cao, Mingyi Xu, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2022	J	`jnl`	Transfer inhibitory potency prediction to binary classification: A model only needs a small training set. Comput. Methods Programs Biomed. Haowen Dou, Jie Tan, Huiling Wei, Fei Wang, Jinzhu Yang, Xiaoguang Ma, Jiaqi Wang, Teng Zhou
2022	J	`jnl`	Vessel filtering and segmentation of coronary CT angiographic images. Int. J. Comput. Assist. Radiol. Surg. Yan Huang, Jinzhu Yang, Qi Sun, Shuang Ma, Yuliang Yuan, Wenjun Tan, Peng Cao, Chaolu Feng
2021	Misc	`conf`	Aligning the training and evaluation of unsupervised text style Transfer. ICASSP Wanhui Qian, Fuqing Zhu, Jinzhu Yang, Jizhong Han, Songlin Hu
2021	B	`conf`	Discovering the Style Information in Texts via A Reinforced Decision Process. IJCNN Wanhui Qian, Jinzhu Yang, Songlin Hu
2021	A	`conf`	Entity and Relation Matching Consensus for Entity Alignment. CIKM Jinzhu Yang, Ding Wang, Wei Zhou, Wanhui Qian, Xin Wang, Jizhong Han, Songlin Hu
2021	—	`conf`	Joint feature and task aware multi-task feature learning for Alzheimer's disease diagnosis. BIBM Peng Cao, Wei Liang, Kai Zhang, Shanshan Tang, Jinzhu Yang
2021	J	`jnl`	MSDS-UNet: A multi-scale deeply supervised 3D U-Net for automatic segmentation of lung tumor in CT. Comput. Medical Imaging Graph. Jinzhu Yang, Bo Wu, Lanting Li, Peng Cao, Osmar R. Zaïane
2021	J	`jnl`	Rethinking modeling Alzheimer's disease progression from a multi-task learning perspective with deep recurrent neural network. Comput. Biol. Medicine Wei Liang, Kai Zhang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
2021	J	`jnl`	Segmentation of the cardiac ventricle using two layer level sets with prior shape constraint. Biomed. Signal Process. Control. Junchi Lu, Chaolu Feng, Jinzhu Yang, Wei Li, Dazhe Zhao, Chao Wan
2021	—	`conf`	Temporal Graph Representation Learning for Autism spectrum disorder Brain Networks. BIBM Peng Cao, Guangqi Wen, Lanting Li, Xiaoli Liu, Jinzhu Yang, Osmar Zaïane
2021	J	`jnl`	The lumbar region localization using bone anatomy feature graphs. Medical Biol. Eng. Comput. Shuang Ma, Jinzhu Yang, Qi Sun, Yuliang Yuan, Yan Huang
2021	Misc	`conf`	Topic Sequence Embedding for User Identity Linkage from Heterogeneous Behavior Data. ICASSP Jinzhu Yang, Wei Zhou, Wanhui Qian, Jizhong Han, Songlin Hu
2021	—	`conf`	Unsupervised Text Style Transfer via an Enhanced Operation Pipeline. ICCS (2) Wanhui Qian, Jinzhu Yang, Fuqing Zhu, Yipeng Su, Songlin Hu
2020	—	`conf`	A Domain Adaptation Multi-instance Learning for Diabetic Retinopathy Grading on Retinal Images. BIBM Ruoxian Song, Peng Cao, Jinzhu Yang, Dazhe Zhao, Osmar R. Zaïane
2020	J	`jnl`	A Global Inhomogeneous Intensity Clustering- (GINC-) Based Active Contour Model for Image Segmentation and Bias Correction. Comput. Math. Methods Medicine Chaolu Feng, Jinzhu Yang, Chunhui Lou, Wei Li, Kun Yu, Dazhe Zhao
2020	—	`conf`	A robust fuzzy clustering algorithm using spatial information combined with local membership filtering for brain MR images. BIBM Lanting Li, Peng Cao, Jinzhu Yang, Dazhe Zhao, Osmar R. Zaïane
2020	—	`conf`	An Auto-Encoding Generative Adversarial Networks for Generating Brain Network. ISICDM Shan Zhang, Peng Cao, Lili Dou, Jinzhu Yang, Dazhe Zhao
2020	—	`conf`	An atlas based level set method for 3D brain structures segmentation. ISICDM Junyi Yan, Jinzhu Yang, Wenjun Tan, Peng Cao, Lili Dou, Dazhe Zhao
2020	—	`conf`	An end-to-end framework for pulmonary nodule detection and false positive reduction from CT Images. ISICDM Yafang Chen, Peng Cao, Lili Dou, Jinzhu Yang
2020	—	`conf`	Computed Tomography for Preoperative Colorectal Staging Prediction Based on Deep Multi-task Learning: Colorectal Staging Prediction Based on Deep Multi-task Learning. ISICDM Hualin Yang, Shuxu Guo, Kan He, Jinzhu Yang, Yu Guo, Yunhai Qiu, Huimao Zhang, Xueyan Li
2020	—	`conf`	Deeply Supervised U-Net with Feature Fusion: Automatic COVID-19 Lung Infection Segmentation from CT Images. ISICDM Bo Wu, Peng Cao, Jinzhu Yang, Qi Yang, Chengxi Yan, Wenxin Wang, Minglei Yang, Lili Dou
2020	J	`jnl`	Frangi based multi-scale level sets for retinal vascular segmentation. Comput. Methods Programs Biomed. Jinzhu Yang, Mingxu Huang, Jie Fu, Chunhui Lou, Chaolu Feng
2020	—	`conf`	GCN-RNN: An Unified Framework for Modeling the multi-label diagnosis of chest X-ray disease. ISICDM Chunyu Jiang, Peng Cao, Lili Dou, Jinzhu Yang, Dazhe Zhao
2020	J	`jnl`	Hi-GCN: A hierarchical graph convolution network for graph embedding learning of brain network and brain disorders prediction. Comput. Biol. Medicine Hao Jiang, Peng Cao, Mingyi Xu, Jinzhu Yang, Osmar R. Zaïane
2020	—	`conf`	Liver vessel segmentation based on densely connected three-dimensional fully convolutional neural network. ISICDM Meihan Fu, Ying Hu, Jinzhu Yang
2020	—	`conf`	RE-GCN: Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs. DASFAA (2) Jinzhu Yang, Wei Zhou, Lingwei Wei, Junyu Lin, Jizhong Han, Songlin Hu
2020	J	`jnl`	Vessel segmentation using multiscale vessel enhancement and a region based level set model. Comput. Medical Imaging Graph. Jinzhu Yang, Chunhui Lou, Jie Fu, Chaolu Feng
2019	J	`jnl`	A Novel Automatic Coronary Artery Segmentation Method Based on Region Growing with Annular and Spherical Sector Partition. J. Medical Imaging Health Informatics Guangkun Ma, Jinzhu Yang, Youqun Huang, Hong Zhao
2019	—	`conf`	A Review of Intelligent Image Processing Method of Pulmonary CT Images. BIBM Wenjun Tan, Pan Liu, Hui Guo, Jinzhu Yang, Xiaoxia Yin, Yanchun Zhang
2019	—	`conf`	A Segmentation Method of Lung Parenchyma From Chest CT Images Based on Dual U-Net. BIBM Wenjun Tan, Yao Liu, Huangying Liu, Jinzhu Yang, Xiaoxia Yin, Yanchun Zhang
2019	—	`conf`	An ensemble framework with $l_{21}$-norm regularized hypergraph laplacian multi-label learning for clinical data prediction. BIBM Peng Cao, Shanshan Tang, Min Huang, Jinzhu Yang, Dazhe Zhao, Amine Trabelsi, Osmar R. Zaïane
2019	J	`jnl`	Automatic Gradient Pre-Emphasis Adjustment for Permanent MRI System. J. Medical Imaging Health Informatics Yanfei Wang, Yanfa He, Yan Kang, Jinzhu Yang
2019	—	`conf`	Feature-aware Multi-task feature learning for Predicting Cognitive Outcomes in Alzheimer's disease. BIBM Peng Cao, Shanshan Tang, Min Huang, Jinzhu Yang, Dazhe Zhao, Amine Trabelsi, Osmar R. Zaïane
2018	—	`conf`	A Pulmonary Vascular Segmentation Algorithm of Chest CT Images Based on Fast Marching Method. BIBM Wenjun Tan, Yao Liu, Jinzhu Yang, Hua Wang, Tongliang Wang, Yanchun Zhang, Dazhe Zhao
2018	—	`conf`	An Extracting Method of Symmetry Plane from Head CT images for Surgery Based on OBB and Image Mutual Information. BIBM Wenjun Tan, Ying Kang, Zhiwei Dong, Jinzhu Yang, Ying Su, Li Zhang, Lisheng Xu, Dazhe Zhao
2018	J	`jnl`	Efficient multi-kernel multi-instance learning using weakly supervised and imbalanced data for diabetic retinopathy diagnosis. Comput. Medical Imaging Graph. Peng Cao, Fulong Ren, Chao Wan, Jinzhu Yang, Osmar R. Zaïane
2018	J	`jnl`	Generalized fused group lasso regularized multi-task feature learning for predicting cognitive outcomes in Alzheimers disease. Comput. Methods Programs Biomed. Peng Cao, Xiaoli Liu, Hezi Liu, Jinzhu Yang, Dazhe Zhao, Min Huang, Osmar R. Zaïane
2018	J	`jnl`	Linearized and Kernelized Sparse Multitask Learning for Predicting Cognitive Outcomes in Alzheimer's Disease. Comput. Math. Methods Medicine Xiaoli Liu, Peng Cao, Jinzhu Yang, Dazhe Zhao
2018	J	`jnl`	ℓ2, 1-ℓ1 regularized nonlinear multi-task representation learning based cognitive performance prediction of Alzheimer's disease. Pattern Recognit. Peng Cao, Xiaoli Liu, Jinzhu Yang, Dazhe Zhao, Min Huang, Osmar R. Zaïane
2017	J	`jnl`	A multi-kernel based framework for heterogeneous feature selection and over-sampling for computer-aided detection of pulmonary nodules. Pattern Recognit. Peng Cao, Xiaoli Liu, Jinzhu Yang, Dazhe Zhao, Wei Li, Min Huang, Osmar R. Zaïane
2017	—	`conf`	Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer's Disease. BI Xiaoli Liu, Peng Cao, Jinzhu Yang, Dazhe Zhao, Osmar R. Zaïane
2017	J	`jnl`	Nonlinearity-aware based dimensionality reduction and over-sampling for AD/MCI classification from MRI measures. Comput. Biol. Medicine Peng Cao, Xiaoli Liu, Jinzhu Yang, Dazhe Zhao, Min Huang, Jian Zhang, Osmar R. Zaïane
2017	—	`conf`	Sparse Multi-kernel Based Multi-task Learning for Joint Prediction of Clinical Scores and Biomarker Identification in Alzheimer's Disease. MICCAI (3) Peng Cao, Xiaoli Liu, Jinzhu Yang, Dazhe Zhao, Osmar R. Zaïane
2014	J	`jnl`	Ensemble-based hybrid probabilistic sampling for imbalanced data learning in lung nodule CAD. Comput. Medical Imaging Graph. Peng Cao, Jinzhu Yang, Wei Li, Dazhe Zhao, Osmar R. Zaïane
2014	—	`conf`	Hand Gesture Shape Descriptor Based on Energy-Ratio and Normalized Fourier Transform Coefficients. ICSI (2) Wenjun Tan, Zijiang Bian, Jinzhu Yang, Huang Geng, Zhaoxuan Gong, Dazhe Zhao
2013	J	`jnl`	A distance-field based automatic neuron tracing method. BMC Bioinform. Jinzhu Yang, Paloma T. Gonzalez-Bellido, Hanchuan Peng
2013	—	`conf`	An approach of hierarchical concept clustering on Medical Short Text corpus. BMEI Wei Li, Dazhe Zhao, Jinzhu Yang, Longbing Cao
2013	B	`conf`	CRNN: Integrating classification rules into neural network. IJCNN Wei Li, Longbing Cao, Dazhe Zhao, Xia Cui, Jinzhu Yang
2012	—	`conf`	Research on Preprocessing Algorithm for PET-CT Image Registration. ICDMA Fangfang Han, Jinzhu Yang, Yang Liu, Hong Zhao
2010	J	`jnl`	A Synchronization Algorithm of MRI Denoising and Contrast Enhancement Based on PM-CLAHE Model. J. Digit. Content Technol. its Appl. Di Jia, Fangfang Han, Jinzhu Yang, Yifei Zhang, Dazhe Zhao, Ge Yu
2009	—	`conf`	A Three-Dimensional Method for Detection of Pulmonary Nodule. BMEI Jinzhu Yang, Yang Liu, Wei Li, Dazhe Zhao
2007	—	`conf`	Study and Application of Medical Image Visualization Technology. HCI (12) Jihong Liu, Weina Ma, Fei Liu, Ying Hu, Jinzhu Yang, Xinhe Xu