Baiying Lei

发表

Relational-Regularized Discriminative Sparse Learning for Alzheimer’s Disease Diagnosis

Dong Ni, Tianfu Wang, Peng Yang, 2017, IEEE Transactions on Cybernetics.

Discriminative Learning for Alzheimer's Disease Diagnosis via Canonical Correlation Analysis and Multimodal Fusion

Dong Ni, Tianfu Wang, Baiying Lei, 2016, Front. Aging Neurosci..

Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images

Jie-Zhi Cheng, Dong Ni, Xudong Jiang, 2017, IEEE Transactions on Medical Imaging.

Cross-Modal Transfer Learning for HEp-2 Cell Classification Based on Deep Residual Network

Tao Han, Haijun Lei, Jong Yih Kuo, 2017, 2017 IEEE International Symposium on Multimedia (ISM).

Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments

Kup-Sze Choi, Jing Qin, Baiying Lei, 2018, AAAI.

Development of a novel self-microemulsifying drug delivery system for reducing HIV protease inhibitor-induced intestinal epithelial barrier dysfunction.

Baiying Lei, Luyong Zhang, Guangji Wang, 2010, Molecular pharmaceutics.

Time-sequential graph adversarial learning for brain modularity community detection.

Baiying Lei, Shuqiang Wang, Changwei Gong, 2022, Mathematical biosciences and engineering : MBE.

Robust Maximum Mixture Correntropy Criterion Based One-Class Classification Algorithm

Jiuwen Cao, Baiying Lei, Huanqiang Zeng, 2022, IEEE Intelligent Systems.

LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis

Jiuwen Cao, Baiying Lei, Guoming Zhang, 2022, Neural Networks.

Parkinson's Disease Classification with Self-supervised Learning and Attention Mechanism

Z. Li, Yuchen Zhang, Baiying Lei, 2022, 2022 26th International Conference on Pattern Recognition (ICPR).

Cross-Subject Emotion Recognition with Sparsely-Labeled Peripheral Physiological Data Using SHAP-Explained Tree Ensembles

Tao Chen, Baiying Lei, Feng Zhou, 2022, ArXiv.

Automatic Vaginal Bacteria Segmentation and Classification Based on Superpixel and Deep Learning

Dong Ni, Tianfu Wang, Siping Chen, 2014 .

Predicting Early Stages of Neurodegenerative Diseases via Multi-task Low-Rank Feature Learning

Haijun Lei, Baiying Lei, Yujia Zhao, 2019, MICCAI.

Longitudinal Analysis for Disease Progression via Simultaneous Multi-Relational Temporal-Fused Learning

Dong Ni, Tianfu Wang, Siping Chen, 2017, Front. Aging Neurosci..

Predicting clinical scores for Alzheimer's disease based on joint and deep learning

Ee-Leng Tan, Shuqiang Wang, Baiying Lei, 2022, Expert Syst. Appl..

Deep Learning Framework for Alzheimer’s Disease Diagnosis via 3D-CNN and FSBi-LSTM

Feng Zhou, Tianfu Wang, Xiaohua Xiao, 2019, IEEE Access.

Deep and joint learning of longitudinal data for Alzheimer's disease prediction

Feng Zhou, Wenbin Zou, Peng Yang, 2020, Pattern Recognit..

A deeply supervised residual network for HEp-2 cell classification via cross-modal transfer learning

Feng Zhou, Tao Han, Jing Qin, 2018, Pattern Recognit..

Skin Lesion Segmentation via Dense Connected Deconvolutional Network

Feng Zhou, Tianfu Wang, Hang Li, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features

Xudong Jiang, Feng Zhou, Dong Ni, 2019, IEEE Transactions on Biomedical Engineering.

Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening

Peng Yang, Tianfu Wang, Baiying Lei, 2019, PRIME@MICCAI.

Macroscopic Cerebral Tumor Growth Modeling From Medical Images: A Review

Qingmao Hu, Ahmed M. Anter, Tianfu Wang, 2018, IEEE Access.

Deep Learning in Medical Ultrasound Analysis: A Review

Dong Ni, Li Liu, Baiying Lei, 2019, Engineering.

Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment

Peng Yang, Siping Chen, Tianfu Wang, 2021, IEEE Transactions on Cybernetics.

Multi-task fused sparse learning for mild cognitive impairment identification

Dong Ni, Tianfu Wang, Peng Yang, 2018, Technology and health care : official journal of the European Society for Engineering and Medicine.

Novel Effective Connectivity Inference Using Ultra-Group Constrained Orthogonal Forward Regression and Elastic Multilayer Perceptron Classifier for MCI Identification

Hao Yang, Yang Li, Chong-Yaw Wee, 2019, IEEE Transactions on Medical Imaging.

Robust and secure watermarking scheme for breath sound

Insu Song, Baiying Lei, Shah Atiqur Rahman, 2013, J. Syst. Softw..

Optimal watermarking scheme for breath sound

Insu Song, Baiying Lei, Shah Atiqur Rahman, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Diabetic Retinopathy Diagnosis Using Multichannel Generative Adversarial Network With Semisupervision

Zhile Yang, Xiangyu Wang, Min Gan, 2020, IEEE Transactions on Automation Science and Engineering.

Longitudinal score prediction for Alzheimer’s disease based on ensemble correntropy and spatial–temporal constraint

Xia Li, Cishen Zhang, Tianfu Wang, 2019, Brain Imaging and Behavior.

Join and Deep Ensemble Regression of Clinical Scores for Alzheimer’s Disease Using Longitudinal and Incomplete Data*

Wenbin Zou, Tianfu Wang, Xia Li, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

The impact-abrasive wear behavior of high wear resistance filling pipeline with explosion treatment

Baiying Lei, Wanglai Cen, Zhenjiang Wen, 2021 .

A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei

Ling Zhang, Dong Ni, Tianfu Wang, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Protein–Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine

Haijun Lei, Ahmed Elazab, Baiying Lei, 2019, IEEE Journal of Biomedical and Health Informatics.

DecGAN: Decoupling Generative Adversarial Network detecting abnormal neural circuits for Alzheimer's disease pdf

Shuqiang Wang, Baiying Lei, Junren Pan, 2021, ArXiv.

Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis

Shuqiang Wang, Baiying Lei, Yanyan Shen, 2021, PRCV.

Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction

Shuqiang Wang, Baiying Lei, Yanyan Shen, 2021, PRCV.

A Noise-Robust Online convolutional coding model and its applications to poisson denoising and image fusion

Xiang-Gen Xia, Tianfu Wang, Chuanjiang He, 2021, Applied Mathematical Modelling.

Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis

Feng Zhou, Dong Ni, Tianfu Wang, 2019, IEEE Journal of Biomedical and Health Informatics.

Multipurpose watermarking scheme via intelligent method and chaotic map

Tianfu Wang, Siping Chen, Haijun Lei, 2019, Multimedia Tools and Applications.

Epileptic Classification With Deep-Transfer-Learning-Based Feature Fusion Algorithm

Jiuwen Cao, Baiying Lei, Dinghan Hu, 2022, IEEE Transactions on Cognitive and Developmental Systems.

Breast Cancer Detection and Diagnosis Using Mammographic Data: Systematic Review

Tianfu Wang, Ahmed Elazab, Baiying Lei, 2019, Journal of medical Internet research.

Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image via Fisher Vector

Dong Ni, Tianfu Wang, Siping Chen, 2015, PloS one.

Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder-decoder network

Hang Li, Shan Huang, Ran Li, 2018, Neurocomputing.

Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation

Haijun Lei, Guanghui Yue, Baiying Lei, 2021, IEEE Journal of Biomedical and Health Informatics.

Dense Deconvolutional Network for Skin Lesion Segmentation

Hang Li, Feng Zhou, Dong Ni, 2019, IEEE Journal of Biomedical and Health Informatics.

Dense deconvolution net: Multi path fusion and dense deconvolution for high resolution skin lesion segmentation

Tianfu Wang, Baiying Lei, Xinzi He, 2018, Technology and health care : official journal of the European Society for Engineering and Medicine.

Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting

Dong Ni, Tianfu Wang, Yi Wang, 2018, IEEE Journal of Biomedical and Health Informatics.

SANet: Superpixel Attention Network for Skin Lesion Attributes Detection pdf

Tianfu Wang, Baiying Lei, Xinzi He, 2019, ArXiv.

Sparse feature learning for multi-class Parkinson’s disease classification

Gang Liu, Haijun Lei, Ye Cai, 2018, Technology and health care : official journal of the European Society for Engineering and Medicine.

Joint regression and classification via relational regularization for Parkinson’s disease diagnosis

Gang Liu, Tao Han, Haijun Lei, 2018, Technology and health care : official journal of the European Society for Engineering and Medicine.

Adaptive Sparse Learning for Neurodegenerative Disease Classification

Haijun Lei, Baiying Lei, Yujia Zhao, 2017, 2017 IEEE International Symposium on Multimedia (ISM).

Early diagnosis and clinical score prediction of Parkinson's disease based on longitudinal neuroimaging data

Baiying Lei, Zhongwei Huang, Ee-Leng Tan, 2023, Neural Computing and Applications.

Automated detection of retinopathy of prematurity by deep attention network

Guoming Zhang, Baiying Lei, Shan Huang, 2021, Multimedia Tools and Applications.

A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction

Shuqiang Wang, Baiying Lei, Bowen Hu, 2021, PRCV.

Virtual Adversarial Training-Based Deep Feature Aggregation Network From Dynamic Effective Connectivity for MCI Identification

Jingyu Liu, Baiying Lei, Yiqiao Jiang, 2021, IEEE Transactions on Medical Imaging.

CNN in CT Image Segmentation: Beyond Loss Function for Exploiting Ground Truth Images

Kup-Sze Choi, Teng Zhou, Zhen Yu, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Silencing of ALOX15 reduces ferroptosis and inflammation induced by cerebral ischemia-reperfusion by regulating PHD2/HIF2α signaling pathway.

Baiying Lei, Honggang Wu, Niandong Zheng, 2023, Biotechnology & genetic engineering reviews.

A Dense Phase Descriptor for Human Ear Recognition

Mohamed Lamine Mekhalfi, Awais Mahmood, Esam Othman, 2018, IEEE Access.

Automatic diagnosis for aggressive posterior retinopathy of prematurity via deep attentive convolutional neural network

Guoming Zhang, Baiying Lei, Rugang Zhang, 2022, Expert Syst. Appl..

Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-instance Learning

Guoming Zhang, Tianfu Wang, Baiying Lei, 2019, OMIA@MICCAI.

A Deep Learning Framework for Identifying Zone I in RetCam Images

Guoming Zhang, Tianfu Wang, Baiying Lei, 2019, IEEE Access.

FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks

Dong Ni, Tianfu Wang, Shengli Li, 2017, IEEE Transactions on Cybernetics.

Sound-event partitioning and feature normalization for robust sound-event detection

Man-Wai Mak, Baiying Lei, M. Mak, 2014, 2014 19th International Conference on Digital Signal Processing.

Longitudinal and Multi-modal Data Learning for Parkinson’s Disease Diagnosis via Stacked Sparse Auto-encoder

Feng Zhou, Haijun Lei, Baiying Lei, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Diagnosis of Parkinson's Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning

Xuegang Song, Haijun Lei, Ahmed Elazab, 2019, PRIME@MICCAI.

Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model pdf

Tao Chen, Feng Zhou, Shu Kong, 2018, Neurocomputing.

SPRNet: Automatic Fetal Standard Plane Recognition Network for Ultrasound Images

Tianfu Wang, Baiying Lei, Shengli Li, 2019, SUSI/PIPPI@MICCAI.

Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation pdf

Kup-Sze Choi, Lei Zhu, Jing Qin, 2020, ArXiv.

JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear Images

Kup-Sze Choi, Jing Qin, Baiying Lei, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation

Alejandro F. Frangi, Mohammad Hamghalam, Alejandro F Frangi, 2021, MICCAI.

Convolutional 3D to 2D Patch Conversion for Pixel-Wise Glioma Segmentation in MRI Scans pdf

Mohammad Hamghalam, Tianfu Wang, Baiying Lei, 2019, BrainLes@MICCAI.

Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans

Tianfu Wang, Baiying Lei, M. Hamghalam, 2019, BrainLes@MICCAI.

A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease pdf

Shuqiang Wang, Baiying Lei, Yanyan Shen, 2021, ArXiv.

Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments

Kup-Sze Choi, Lei Zhu, Jing Qin, 2019, IEEE Transactions on Medical Imaging.

Structure and Feature Based Graph U-Net for Early Alzheimer's Disease Prediction

Baiying Lei, Chen Zhao, Yali Qiu, 2021, ML-CDS@MICCAI.

Robust scream sound detection via sound event partitioning

M. Mak, Baiying Lei, 2015, Multimedia Tools and Applications.

Multi-center sparse learning and decision fusion for automatic COVID-19 diagnosis

Baiying Lei, Zhongwei Huang, W. Gao, 2021, Applied Soft Computing.

Comparison of clinical efficacy and safety between interventional embolization and craniotomy clipping for anterior circulation aneurysms

Baiying Lei, Honggang Wu, Niandong Zheng, 2023, Pakistan Journal of Medical Sciences.

A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition

Dong Ni, Tianfu Wang, Jing Qin, 2018, IEEE Journal of Biomedical and Health Informatics.

Placental maturity grading via hybrid descriptors based on fisher vector

Yuan Yao, Feng Jiang, Dong Ni, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Automatic grading of placental maturity based on LIOP and fisher vector

Yuan Yao, Dong Ni, Tianfu Wang, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Automatic staging of placental maturity based on dense descriptor.

Dong Ni, Tianfu Wang, Shengli Li, 2014, Bio-medical materials and engineering.

A Method for Predicting Alzheimer's Disease Based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction

Baiying Lei, Yafeng Li, Tianfu Wang, 2021, ML-CDS@MICCAI.

A Coupled Modified Reaction Diffusion and Biomechanical Models for Cerebral Tumor Growth Modeling in Presence of Treatment

Qingmao Hu, Tianfu Wang, Baiying Lei, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Optimal image watermarking scheme based on chaotic map and quaternion wavelet transform

Dong Ni, Tianfu Wang, Siping Chen, 2014 .

Joint segmentation and classification task via adversarial network: Application to HEp-2 cell images

Dong Xu, Baiying Lei, Haijun Lei, 2021, Appl. Soft Comput..

Deeply supervised full convolution network for HEp-2 specimen image segmentation

Haijun Lei, Yejun He, Hai Xie, 2019, Neurocomputing.

Retinopathy Diagnosis Using Semi-supervised Multi-channel Generative Adversarial Network

Yanwu Xu, Baiying Lei, Guozhen Chen, 2019, OMIA@MICCAI.

3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis

Xiaohua Xiao, Tianfu Wang, Baiying Lei, 2018, PRIME@MICCAI.

Alzheimer's Disease Prediction via the Association of Single Nucleotide Polymorphism with Brain Regions

Baiying Lei, Yafeng Li, Tianfu Wang, 2021, CCBR.

Domain-Generalized EEG Classification With Category-Oriented Feature Decorrelation and Cross-View Consistency Learning

K. Choi, Jing Qin, Baiying Lei, 2023, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Semi-Supervised GANs with Complementary Generator Pair for Retinopathy Screening

Ee-Leng Tan, Baiying Lei, Hai Xie, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense Networks

Dong Ni, Tianfu Wang, Siping Chen, 2018, DATRA/PIPPI@MICCAI.

Selective Learning from External Data for CT Image Segmentation

Kup-Sze Choi, Lequan Yu, Baiying Lei, 2021, MICCAI.

Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network

Guoming Zhang, Tianfu Wang, Baiying Lei, 2019, OMIA@MICCAI.

Maximum Correntropy Criterion-Based Hierarchical One-Class Classification

Huanqiang Zeng, Chun Yin, Jiuwen Cao, 2020, IEEE Transactions on Neural Networks and Learning Systems.

A deep network for sinogram and CT image reconstruction pdf

Jian Lu, Wei Wang, Tianfu Wang, 2020, ArXiv.

Joint Learning of Multiple Differential Networks With Latent Variables

Hong Yan, Xing-Ming Zhao, Fu Lee Wang, 2019, IEEE Transactions on Cybernetics.

Auto-context fully convolutional network for levator hiatus segmentation in ultrasoudn images

Dong Ni, Tianfu Wang, Huifang Wang, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Structure invariance-driven collaborative contrastive network for EEG decoding

K. Choi, Jing Qin, Baiying Lei, 2023, Biomed. Signal Process. Control..

Multi-classification of Parkinson's Disease via Sparse Low-Rank Learning

Feng Zhou, Haijun Lei, Zhongwei Huang, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Content-based classification of breath sound with enhanced features

Insu Song, Baiying Lei, Shah Atiqur Rahman, 2014, Neurocomputing.

Performance Evaluation of Walking Imagery Training Based on Virtual Environment in Brain-Computer Interfaces

Kup-Sze Choi, Jing Qin, Qiong Wang, 2017, 2017 IEEE International Symposium on Multimedia (ISM).

Development of a novel self-microemulsifying drug delivery system for reducing HIV protease inhibitor-induced intestinal epithelial barrier dysfunction.

Baiying Lei, Luyong Zhang, Guangji Wang, 2010, Molecular pharmaceutics.

Dual Network Generative Adversarial Networks for Pediatric Echocardiography Segmentation

Jie Du, Tianfu Wang, Baiying Lei, 2019, SUSI/PIPPI@MICCAI.

Walking Imagery Evaluation in Brain Computer Interfaces via a Multi-View Multi-Level Deep Polynomial Network

Kup-Sze Choi, Jing Qin, Qiong Wang, 2019, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Building Student Course Performance Prediction Model Based on Deep Learning

Baiying Lei, Jong Yih Kuo, Hao-Ting Chung, 2021, J. Inf. Sci. Eng..

Decision-Augmented Generative Adversarial Network for Skin Lesion Segmentation

Feng Jiang, Feng Zhou, Tianfu Wang, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Parkinson's Disease Diagnosis via Joint Learning From Multiple Modalities and Relations

Feng Zhou, Jing Qin, Haijun Lei, 2019, IEEE Journal of Biomedical and Health Informatics.

Longitudinal and Multi-modal Data Learning via Joint Embedding and Sparse Regression for Parkinson's Disease Diagnosis

Haijun Lei, Baiying Lei, Zhongwei Huang, 2018, MLMI@MICCAI.