Haijun Lei

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 57

Top Topics

Disease Diagnosis

Image Synthesis

Sparse Learning

Top Venues

Publications

Pingkang Li, Haijun Lei, Xuegang Song, Jia Zhao, Jialan Tang, Yukang Lei, Baiying Lei
Diagnosis of Covid-19 Via Multi-Layer Multi-Center Graph Attention Network. ISBI (2023)
Yuanlin Liu, Haiying Li, Jie Lin, Hairui Li, Haijun Lei, Chunmei Xia, Chunlun Xiao, Baiying Lei
Gated CNN-Transformer Network for Automatic Cardiovascular Diagnosis using 12-lead Electrocardiogram. EMBC (2023)
Haijun Lei, Shuyuan Lei, Chengjia Liang, Baiying Lei, Yuchen Zhang
Self-supervised Distillation and Multi-scale Network for Parkinson's Disease Classification. BIBM (2023)
Haijun Lei, Jia Zhao, Guanjie Tong, Xinyun Qiu, Huaqiang Su, Baiying Lei
Weakly Supervised Myeloma Cells Segmentation based on Point Annotation. BIBM (2023)
Haijun Lei, Jia Zhao, Guanjie Tong, Longjiang Zhang, Huaqiang Su, Baiying Lei
Dual Branch CNN and Transformer for Cardiac Atherosclerotic Plaque Classification. BIBM (2023)
Huaqiang Su, Haijun Lei, Guoliang Chen, Xin Chen, Baiying Lei
Mutual Graph Learning Network and Diffusion Probabilistic Model-based Medical Image Segmentation. BIBM (2023)
Haijun Lei, Jia Zhao, Hai Xie, Yaling Liu, Guoming Zhang, Baiying Lei
Dual-branch Feature Interaction Network with Structure Information Learning for Retinopathy of Prematurity Classification. BIBM (2023)
Yongtao Zhang, Ning Yuan, Bing Liu, Aocai Yang, Hongwei Yu, Kuan Lv, Jixin Luan, Pianpian Hu, Haijun Lei, Tianfu Wang, Guolin Ma, Baiying Lei
USBDAN: Unsupervised Scale-aware and Boundary-aware Domain Adaptive Network for Gastric Tumor Segmentation. EMBC (2023)
Haijun Lei, Hai Xie, Jia Zhao, Danrui Zhao, Limin Huang, Baiying Lei
Prior Information Guided Coarse-to-fine Dual-branch Encoding Network for Fovea Localization and Optic Disc/Cup Segmentation. BIBM (2023)
Haijun Lei, Yukang Lei, Zihao Chen, Shiqi Li, Zhongwei Huang, Feng Zhou, Ee-Leng Tan, Xiaohua Xiao, Yi Lei, Huoyou Hu, Yaohui Huang, Chien-Hung Liu, Baiying Lei
Early diagnosis and clinical score prediction of Parkinson's disease based on longitudinal neuroimaging data. Neural Comput. Appl. 35 (22) (2023)
Hai Xie, Yaling Liu, Haijun Lei, Tiancheng Song, Guanghui Yue, Yueshanyi Du, Tianfu Wang, Guoming Zhang, Baiying Lei
Adversarial learning-based multi-level dense-transmission knowledge distillation for AP-ROP detection. Medical Image Anal. 84 (2023)
Peng Yang, Yuchen Zhang, Haijun Lei, Yueyan Bian, Qi Yang, Baiying Lei
Acute Ischemic Stroke Onset Time Classification with Dynamic Convolution and Perfusion Maps Fusion. MICCAI (5) (2023)
Haijun Lei, Zhihui Tian, Hai Xie, Benjian Zhao, Xianlu Zeng, Jiuwen Cao, Weixin Liu, Jiantao Wang, Guoming Zhang, Shuqiang Wang, Baiying Lei
LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis. Neural Networks 158 (2023)
Jia Zhao, Haijun Lei, Hai Xie, Pingkang Li, Yaling Liu, Guoming Zhang, Baiying Lei
Dual-Branch Attention Network and Swin Spatial Pyramid Pooling for Retinopathy of Prematurity Classification. ISBI (2023)
Haijun Lei, Yuchen Zhang, Hancong Li, Zhongwei Huang, Chien-Hung Liu, Feng Zhou, Ee-Leng Tan, Xiaohua Xiao, Yi Lei, Huoyou Hu, Yaohui Huang, Baiying Lei
Gene-related Parkinson's disease diagnosis via feature-based multi-branch octave convolution network. Comput. Biol. Medicine 148 (2022)
Haijun Lei, Weixin Liu, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei
Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Menglu Zhao, Haijun Lei, Zhongwei Huang, Yuchen Zhang, Zhen Li, Chuan-Ming Liu, Baiying Lei
Attention-based Graph Neural Network for the Classification of Parkinson's Disease. ICPR (2022)
Guanjie Tong, Haijun Lei, Limin Huang, Zhihui Tian, Hai Xie, Baiying Lei, Longjiang Zhang
STAU-Net: A Spatial Structure Attention Network for 3D Coronary Artery Segmentation. CLIP@MICCAI (2022)
Hai Xie, Yejun He, Dong Xu, Jong Yih Kuo, Haijun Lei, Baiying Lei
Joint segmentation and classification task via adversarial network: Application to HEp-2 cell images. Appl. Soft Comput. 114 (2022)
Xinyun Qiu, Haijun Lei, Hai Xie, Baiying Lei
Segmentation of Multiple Myeloma Cells Using Feature Selection Pyramid Network and Semantic Cascade Mask RCNN. ISBI (2022)
Limin Huang, Haijun Lei, Weixin Liu, Zhen Li, Hai Xie, Baiying Lei
End-to-End Multi-task Learning Regression Network for Fovea Localization in Fundus Images. CBMS (2022)
Yuchen Zhang, Haijun Lei, Zhongwei Huang, Zhen Li, Chuan-Ming Liu, Baiying Lei
Parkinson's Disease Classification with Self-supervised Learning and Attention Mechanism. ICPR (2022)
Zhongwei Huang, Haijun Lei, Guoliang Chen, Alejandro F. Frangi, Yanwu Xu, Ahmed Elazab, Jing Qin, Baiying Lei
Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Zhongwei Huang, Haijun Lei, Guoliang Chen, Haimei Li, Chuandong Li, Wenwen Gao, Yue Chen, Yaofa Wang, Haibo Xu, Guolin Ma, Baiying Lei
Multi-center sparse learning and decision fusion for automatic COVID-19 diagnosis. Appl. Soft Comput. 115 (2022)
Weixin Liu, Haijun Lei, Hai Xie, Benjian Zhao, Baiying Lei
Unsupervised Domain Adaptation Based Image Synthesis and Synergistic Adversarial Learning for Optic Disc and Cup Segmentation. ICME (2021)
Zhihui Tian, Haijun Lei, Hai Xie, Xianlu Zeng, Xinyu Zhao, Miaohong Chen, Guoming Zhang, Baiying Lei
Dual-Branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images. OMIA@MICCAI (2021)
Hai Xie, Xianlu Zeng, Haijun Lei, Jie Du, Jiantao Wang, Guoming Zhang, Jiuwen Cao, Tianfu Wang, Baiying Lei
Cross-attention multi-branch network for fundus diseases classification using SLO images. Medical Image Anal. 71 (2021)
Zihao Chen, Haijun Lei, Zhongwei Huang, Baiying Lei
Latent Space Learning and Feature Learning using Multi-template for Multi-classification of Alzheimer's Disease. EMBC (2021)
Haijun Lei, Shaomin Liu, Ahmed Elazab, Xuehao Gong, Baiying Lei
Attention-Guided Multi-Branch Convolutional Neural Network for Mitosis Detection From Histopathological Images. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Baiying Lei, Yujia Zhao, Zhongwei Huang, Xiaoke Hao, Feng Zhou, Ahmed Elazab, Jing Qin, Haijun Lei
Adaptive sparse learning using multi-template for neurodegenerative disease diagnosis. Medical Image Anal. 61 (2020)
Benjian Zhao, Haijun Lei, Xianlu Zeng, Jiuwen Cao, Hai Xie, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
Weakly-Supervised Lesion-Aware and Consistency Regularization for Retinitis Pigmentosa Detection from Ultra-Widefield Images. OMIA@MICCAI (2020)
Zhongwei Huang, Haijun Lei, Shiqi Li, Xiaohua Xiao, Ee-Leng Tan, Baiying Lei
Longitudinal Feature Selection and Feature Learning for Parkinson's Disease Diagnosis and Prediction. ICPR (2020)
Weixin Liu, Haijun Lei, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei
Multi-level Light U-Net and Atrous Spatial Pyramid Pooling for Optic Disc Segmentation on Fundus Image. OMIA@MICCAI (2020)
Zihao Chen, Haijun Lei, Yujia Zhao, Zhongwei Huang, Xiaohua Xiao, Yi Lei, Ee-Leng Tan, Baiying Lei
Template-Oriented Multi-task Sparse Low-Rank Learning for Parkinson's Diseases Diagnosis. PRIME@MICCAI (2020)
Hai Xie, Haijun Lei, Xianlu Zeng, Yejun He, Guozhen Chen, Ahmed Elazab, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images. Neural Networks 132 (2020)
Hai Xie, Yejun He, Haijun Lei, Jong Yih Kuo, Baiying Lei
Segmentation Guided HEp-2 Cell Classification with Adversarial Networks. ComComAP (2019)
Shiqi Li, Haijun Lei, Feng Zhou, Jamal Gardezi, Baiying Lei
Longitudinal and Multi-modal Data Learning for Parkinson's Disease Diagnosis via Stacked Sparse Auto-encoder. ISBI (2019)
Haijun Lei, Hancong Li, Ahmed Elazab, Xuegang Song, Zhongwei Huang, Baiying Lei
Diagnosis of Parkinson's Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning. PRIME@MICCAI (2019)
Zhongwei Huang, Haijun Lei, Guoliang Chen, Shiqi Li, Hancong Li, Ahmed El-Azab, Baiying Lei
Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis. CNI@MICCAI (2019)
Haijun Lei, Yujia Zhao, Baiying Lei
Predicting Early Stages of Neurodegenerative Diseases via Multi-task Low-Rank Feature Learning. MICCAI (4) (2019)
Haijun Lei, Zhongwei Huang, Feng Zhou, Ahmed El-Azab, Ee-Leng Tan, Hancong Li, Jing Qin, Baiying Lei
Parkinson's Disease Diagnosis via Joint Learning From Multiple Modalities and Relations. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Baiying Lei, Xin Zhao, Haijun Lei, Dong Ni, Siping Chen, Feng Zhou, Tianfu Wang
Multipurpose watermarking scheme via intelligent method and chaotic map. Multim. Tools Appl. 78 (19) (2019)
Hai Xie, Haijun Lei, Yejun He, Baiying Lei
Deeply supervised full convolution network for HEp-2 specimen image segmentation. Neurocomputing 351 (2019)
Haijun Lei, Shaomin Liu, Hai Xie, Jong Yih Kuo, Baiying Lei
An Improved Object Detection Method for Mitosis Detection. EMBC (2019)
Haijun Lei, Yuting Wen, Zhuhong You, Ahmed El-Azab, Ee-Leng Tan, Yujia Zhao, Baiying Lei
Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Haijun Lei, Tao Han, Feng Zhou, Zhen Yu, Jing Qin, Ahmed El-Azab, Baiying Lei
A deeply supervised residual network for HEp-2 cell classification via cross-modal transfer learning. Pattern Recognit. 79 (2018)
Haijun Lei, Yujia Zhao, Zhongwei Huang, Feng Zhou, Limin Huang, Baiying Lei
Multi-classification of Parkinson's Disease via Sparse Low-Rank Learning. ICPR (2018)
Hai Xie, Yejun He, Haijun Lei, Tao Han, Zhen Yu, Baiying Lei
Deeply Supervised Residual Network for HEp-2 Cell Classification. ICPR (2018)
Haijun Lei, Yujia Zhao, Baiying Lei
Multi-task Sparse Low-Rank Learning for Multi-classification of Parkinson's Disease. DLMIA/ML-CDS@MICCAI (2018)
Zhongwei Huang, Haijun Lei, Yujia Zhao, Feng Zhou, Jin Yan, Ahmed El-Azab, Baiying Lei
Longitudinal and multi-modal data learning for Parkinson's disease diagnosis. ISBI (2018)
Haijun Lei, Zhongwei Huang, Ahmed El-Azab, Hancong Li, Baiying Lei
Longitudinal and Multi-modal Data Learning via Joint Embedding and Sparse Regression for Parkinson's Disease Diagnosis. MLMI@MICCAI (2018)
Haijun Lei, Zhongwei Huang, Jian Zhang, Zhang Yang, Ee-Leng Tan, Feng Zhou, Bai Ying Lei
Joint detection and clinical score prediction in Parkinson's disease via multi-modal sparse learning. Expert Syst. Appl. 80 (2017)
Haijun Lei, Jian Zhang, Zhang Yang, Ee-Leng Tan, Bai Ying Lei, Qiuming Luo
Joint detection and clinical score prediction in Parkinson's disease via multi-modal sparse learning. ISBI (2017)
Zhiwei Zhang, Zhiyong Zhang, Rui Wang, Zhiping Jia, Haijun Lei, Xiaojun Cai
ESD-WSN: An Efficient SDN-Based Wireless Sensor Network Architecture for IoT Applications. ICA3PP (2017)
Haijun Lei, Yujia Zhao, Yuting Wen, Baiying Lei
Adaptive Sparse Learning for Neurodegenerative Disease Classification. ISM (2017)
Haijun Lei, Hai Xie, Wenbin Zou, Xiaoli Sun, Kidiyo Kpalma, Nikos Komodakis
Hierarchical Saliency Detection via Probabilistic Object Boundaries. Int. J. Pattern Recognit. Artif. Intell. 31 (6) (2017)
Haijun Lei, Tao Han, Weifeng Huang, Jong Yih Kuo, Zhen Yu, Xinzi He, Baiying Lei
Cross-Modal Transfer Learning for HEp-2 Cell Classification Based on Deep Residual Network. ISM (2017)
Yinan Zhuo, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang, Haijun Lei
Multipurpose and intelligent watermarking scheme for medical data. ICICS (2015)
Bai Ying Lei, Feng Zhou, Ee-Leng Tan, Dong Ni, Haijun Lei, Siping Chen, Tianfu Wang
Optimal and secure audio watermarking scheme based on self-adaptive particle swarm optimization and quaternion wavelet transform. Signal Process. 113 (2015)
Bai Ying Lei, Ee-Leng Tan, Siping Chen, Dong Ni, Tianfu Wang, Haijun Lei
Reversible watermarking scheme for medical image based on differential evolution. Expert Syst. Appl. 41 (7) (2014)
Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei
Robust watermarking scheme for medical image using optimization method. ICICS (2013)
Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei
Object recognition based on adapative bag of feature and discriminative learning. ICIP (2013)
Bai Ying Lei, Ing Yann Soon, Feng Zhou, Zhen Li, Haijun Lei
A robust audio watermarking scheme based on lifting wavelet transform and singular value decomposition. Signal Process. 92 (9) (2012)
B. Y. Lei, Kwok-Tung Lo, Haijun Lei
Hybrid SVD-Based Audio Watermarking Scheme. PCM (1) (2010)