Baiying Lei

发表

Deeply Supervised Residual Network for HEp-2 Cell Classification

Tao Han, Haijun Lei, Yejun He, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Joint Learning of Multiple Differential Networks With Latent Variables

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

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.

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.

Using Stacked Denoising Autoencoder for the Student Dropout Prediction

Jong Yih Kuo, Baiying Lei, Chia Wei Pan, 2017, 2017 IEEE International Symposium on Multimedia (ISM).

Skin Lesion Segmentation via Dense Connected Deconvolutional Network

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

SPRNet: Automatic Fetal Standard Plane Recognition Network for Ultrasound Images

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

Macroscopic Cerebral Tumor Growth Modeling From Medical Images: A Review

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

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

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

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.

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

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

Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation pdf

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

Dual Network Generative Adversarial Networks for Pediatric Echocardiography Segmentation

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

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

Dong Ni, Tianfu Wang, Siping Chen, 2014 .

Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans

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

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.

Breast Cancer Detection and Diagnosis Using Mammographic Data: Systematic Review

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

Multipurpose watermarking scheme via intelligent method and chaotic map

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

SANet: Superpixel Attention Network for Skin Lesion Attributes Detection pdf

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

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.

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

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

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.

Discriminative Learning for Automatic Staging of Placental Maturity via Multi-layer Fisher Vector

Dong Ni, Tianfu Wang, Shengli Li, 2015, Scientific reports.

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).

Skin Lesion Segmentation via Deep RefineNet

Tianfu Wang, Zhen Yu, Baiying Lei, 2017, DLMIA/ML-CDS@MICCAI.

Adaptive Sparse Learning for Neurodegenerative Disease Classification

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

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.

Robust scream sound detection via sound event partitioning

Man-Wai Mak, Baiying Lei, 2015, Multimedia Tools and Applications.

Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN

Dong Ni, Tianfu Wang, Siping Chen, 2018, POCUS/BIVPCS/CuRIOUS/CPM@MICCAI.

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

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

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

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

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).

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).

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.

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.

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.

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).

A Dense Phase Descriptor for Human Ear Recognition

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

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.

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.

Deep Learning in Medical Ultrasound Analysis: A Review

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

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).

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.

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.

Automatic staging of placental maturity based on dense descriptor.

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

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

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

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).

Dense Deconvolutional Network for Skin Lesion Segmentation

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

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.

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.

Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images"

Xudong Jiang, Tianfu Wang, Jie-Zhi Cheng, 2019, IEEE Trans. Medical Imaging.

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

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

A deep network for sinogram and CT image reconstruction pdf

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

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.

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

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

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.

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

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

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).

A Deep Learning Framework for Identifying Zone I in RetCam Images

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

Longitudinal and multi-modal data learning for Parkinson's disease diagnosis

Feng Zhou, Haijun Lei, Jin Yan, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Embedded Software Optimization for AVS-P7 Decoder Real-time Implementation on RISC Core

Xiaodong Zhang, Jiwei Hu, Wenguang Jin, 2007, IEEE Transactions on Consumer Electronics.

Content-based classification of breath sound with enhanced features

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

Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model pdf

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

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

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

Maximum Correntropy Criterion-Based Hierarchical One-Class Classification

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

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

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

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

Haijun Lei, Baiying Lei, Yujia Zhao, 2018, DLMIA/ML-CDS@MICCAI.

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.

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.

FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks

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

Optimal watermarking scheme for breath sound

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

Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment

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

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).

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

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

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).

Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features

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

Attention Based Semi-Supervised Dictionary Learning for Diagnosis of Autism Spectrum Disorders

Baiying Lei, Lin Chen, Meng Yang, 2019, 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

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).

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.

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 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).

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

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

Robust and secure watermarking scheme for breath sound

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

AttentionNet: Learning Where to Focus via Attention Mechanism for Anatomical Segmentation of Whole Breast Ultrasound Images

Jie-Zhi Cheng, Yi-Hong Chou, Jing Qin, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

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 detection of retinopathy of prematurity by deep attention network

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

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.

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.

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

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

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

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

Semi-supervised Attention-Guided VNet for Breast Cancer Detection via Multi-task Learning

Baiying Lei, Wei Jiang, Tianfu Wang, 2021, ICIG.

Dual-Branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images

Haijun Lei, Guoming Zhang, Baiying Lei, 2021, OMIA@MICCAI.

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).

Unsupervised Domain Adaptation Based Image Synthesis and Synergistic Adversarial Learning for Optic Disc and Cup Segmentation

Haijun Lei, Baiying Lei, Benjian Zhao, 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME).

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.

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.

Selective Learning from External Data for CT Image Segmentation

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

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

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

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

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

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

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

Building Student Course Performance Prediction Model Based on Deep Learning

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

3D Brain Reconstruction by Hierarchical Shape-Perception Network from a Single Incomplete Image pdf

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

Longitudinal Feature Selection and Feature Learning for Parkinson's Disease Diagnosis and Prediction

Ee-Leng Tan, Haijun Lei, Xiaohua Xiao, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

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.

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

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

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

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

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

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

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

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

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

Dong Ni, Tianfu Wang, Siping Chen, 2014 .

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

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