Baiying Lei

356 papers A* 2A 1B 10C 4Misc 3Journal 194Unranked 142
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hierarchical teacher-student learning framework with adaptive cross-modal fusion for brain tumor segmentation.
Expert Syst. Appl.
Tongxue Zhou, Su Ruan, Jinming Duan, Haigen Hu, Yanda Meng, Ling Huang, Defu Yang, Bingbing Jiang, Tingjin Luo, Zhiwei Ji, Baiying Lei
2026 J jnl
Advanced Multimodal Learning for Seizure Detection and Prediction: Concept, Challenges, and Future Directions.
CoRR
Ijaz Ahmad, Faizan Ahmad, Sunday Timothy Aboyeji, Yongtao Zhang, Peng Yang, Javed Ali Khan, Rab Nawaz, Baiying Lei
2026 J jnl
BUFNet: Boundary-aware and uncertainty-driven multi-modal fusion network for MR brain tumor segmentation.
Medical Image Anal.
Tongxue Zhou, Su Ruan, Baiying Lei
2026 J jnl
BUT-Net: Boundary-Aware U-Net structure with Two-Path Transformers for lesion segmentation in mCNV using OCT images.
Expert Syst. Appl.
Hai Xie, Zhenquan Wu, Shaobin Chen, Guanghui Yue, Tianfu Wang, Chuan-Ming Liu, Lin Lu, Guoming Zhang, Baiying Lei
2026 J jnl
DFuse-Net: Disentangled feature fusion with uncertainty-aware learning for reliable multi-modal brain tumor segmentation.
Medical Image Anal.
Tongxue Zhou, Zheng Wang, Su Ruan, Yanda Meng, Jinming Duan, Baiying Lei
2026 J jnl
Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's disease.
Medical Image Anal.
Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Shuqiang Wang, Tianfu Wang, Baiying Lei
2026 J jnl
Diagnostically faithful fMRI-dMRI synthesis using disease-informed diffusion priors.
Inf. Fusion
Xiongri Shen, Jiaqi Wang, Yi Zhong, Zhenxi Song, Leilei Zhao, Ahmed M. Anter, Yichen Wei, Lingyan Liang, Demao Deng, Baiying Lei, Shuqiang Wang, Zhiguo Zhang
2026 J jnl
Early Alzheimer's disease classification via structure and feature-based graph attention network from multi-center data.
Neural Networks
Nina Cheng, Gai Li, Yu Liang, Yali Qiu, Xuegang Song, Huoyou Hu, Ee-Leng Tan, Tianfu Wang, Shuqiang Wang, Xiaohua Xiao, Shijie Zhao, Baiying Lei
2026 J jnl
Generative AI Empower Addiction-Related Brain Circuits Detection via Graph Diffusion-Infused Adversarial Learning.
IEEE Trans. Cybern.
Changhong Jing, Baiying Lei, Shanshan Wang, Yan Liu, Feng Liu, C. L. Philip Chen, Shuqiang Wang
2026 J jnl
Hierarchical feature-guided dynamic collaborative learning transformer model for ventricular septal defect identification.
Neurocomputing
Cheng Zhao, Weiling Chen, Peng Yang, Zhuo Xiang, Yiyao Liu, Bei Xia, Jing Qin, Tianfu Wang, Baiying Lei, Luyao Zhou
2026 J jnl
MADAT: Missing-aware dynamic adaptive transformer model for medical prognosis prediction with incomplete multimodal data.
Medical Image Anal.
Jianbin He, Guoheng Huang, Xiaochen Yuan, Chi-Man Pun, Guo Zhong, Qi Yang, Ling Guo, Siyu Zhu, Baiying Lei, Haojiang Li
2026 J jnl
MsM-DPM: Multiscale Mamba Diffusion Probabilistic Model for Medical Image Segmentation.
IEEE Trans. Cybern.
Huaqiang Su, Haijun Lei, Zaiyi Liu, Lisha Yao, Suyun Li, Huan Lin, Guoliang Chen, Xin Chen, Baiying Lei
2026 J jnl
Multi-hypergraph learning for enhanced diagnosis of retinal diseases.
Expert Syst. Appl.
Kai Meng, Ziyu Liu, Junlong Qu, Shaolong Wang, Yu Liang, Jiaqiang Li, Yingpeng Xie, Xinyu Zhao, Lei Dong, Guoming Zhang, Baiying Lei
2026 J jnl
Multi-source multi-task meta-learning with task-oriented distribution alignment for gastric cancer analysis in CT images.
Expert Syst. Appl.
Yongtao Zhang, Hongwei Yu, Ning Yuan, Yiyao Liu, Yingpeng Xie, Huang Chen, Yu Ren, Jixin Luan, Kuan Lv, Tianfu Wang, Lei Dong, Jing Qin, Linlin Shen, Guolin Ma, Baiying Lei
2026 J jnl
Multimodal adaptive subspace learning for Parkinson's disease diagnosis and prediction.
Appl. Soft Comput.
Jiaqiang Li, Yukang Lei, Zhenghua Guan, Peng Yang, Haojie Song, Jing Tian, Guojun Yao, Chunhua Liang, Tianfu Wang, Xiaohua Xiao, Haijun Lei, Baiying Lei
2026 J jnl
Multimodal joint subspace model for Parkinson's disease diagnosis.
Expert Syst. Appl.
Haojie Song, Haijun Lei, Yukang Lei, Zhongwei Huang, Jiaqiang Li, Tianfu Wang, Peng Yang, Baiying Lei
2026 J jnl
Pyramid progressive image mapping network based on sparse annotations for cardiac segmentation.
Pattern Recognit.
Xinping Zhang, Zhuo Xiang, Ce Wang, Yongtao Zhang, Cheng Zhao, Yuantao Huang, Tianfu Wang, Junqing Xu, Baiying Lei
2026 J jnl
Toward Semantically Faithful Diffusion Representation for Generalizable Retinal Image Segmentation.
IEEE Trans. Medical Imaging
Yingpeng Xie, Hao Chen, Jing Qin, Yongtao Zhang, Lei Dong, Jie Du, Tianfu Wang, Baiying Lei
2025 — conf
3D Multi-Modal Feature Interaction Fusion Network for Early Alzheimer's Disease Diagnosis.
ISBI
Gege Cai, Zhenghua Guan, Xiangwen Cai, Nina Cheng, Wenzheng Hu, Tengda Zhang, Yi Liu, Baiying Lei
2025 J jnl
ABVS breast tumour segmentation via integrating CNN with dilated sampling self-attention and feature interaction Transformer.
Neural Networks
Yiyao Liu, Jinyao Li, Yi Yang, Cheng Zhao, Yongtao Zhang, Peng Yang, Lei Dong, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei
2025 — conf
Age Knowledge Guided CNN-Transformer Network for Alzheimer's Disease Diagnosis.
ISBI
Teng Cheng, Zhenghua Guan, Junlong Qu, Jiaqiang Li, Baiying Lei, Xuegang Song
2025 J jnl
An object detection-based model for automated screening of stem-cells senescence during drug screening.
Neural Networks
Yu Ren, Youyi Song, Mingzhu Li, Liangge He, Chunlun Xiao, Peng Yang, Yongtao Zhang, Cheng Zhao, Tianfu Wang, Guangqian Zhou, Baiying Lei
2025 — conf
Anatomy-Guided Multimodal Graph Networks for Alzheimer's Disease: Integrative Analysis of Cross-Modal Brain Connectivity Signatures.
MICCAI (12)
Wenzheng Hu, Zhenghua Guan, Peng Yang, Jiaqiang Li, Yi Liu, Shushen Gan, Tuo Cai, Ao Zhang, Tengda Zhang, Junlong Qu, Shaolong Wang, Gege Cai, Xiang Dong, Tianfu Wang, Baiying Lei
2025 J jnl
Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images.
IEEE Trans. Medical Imaging
Chunlun Xiao, Anqi Zhu, Chunmei Xia, Zifeng Qiu, Yuanlin Liu, Cheng Zhao, Weiwei Ren, Lifan Wang, Lei Dong, Tianfu Wang, Lehang Guo, Baiying Lei
2025 J jnl
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment.
IEEE Trans Autom. Sci. Eng.
Qiankun Zuo, Ling Chen, Yanyan Shen, Michael Kwok-Po Ng, Baiying Lei, Shuqiang Wang
2025 — conf
BGPCNet: Frequency Consistency and Boundary Guided Patch Contrast for Semi-supervised Segmentation of Superficial Lymphatic Disease.
PRCV (13)
Yuankun Wang, Zhenghua Guan, Cheng Zhao, Yingxin Liu, Baiying Lei, Tianfu Wang, Luyao Zhou
2025 J jnl
BrainCSD: A Hierarchical Consistency-Driven MoE Foundation Model for Unified Connectome Synthesis and Multitask Brain Trait Prediction.
CoRR
Xiongri Shen, Jiaqi Wang, Yi Zhong, Zhenxi Song, Leilei Zhao, Liling Li, Yichen Wei, Lingyan Liang, Shuqiang Wang, Baiying Lei, Demao Deng, Zhiguo Zhang
2025 J jnl
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation.
IEEE Trans. Medical Imaging
Weiheng Yao, Zhihan Lyu, Mufti Mahmud, Ning Zhong, Baiying Lei, Shuqiang Wang
2025 J jnl
Clip-Driven Universal Model for Multi-Material Decomposition in Dual-Energy CT.
IEEE Trans. Computational Imaging
Xianghong Wang, Jiajun Xiang, Aihua Mao, Jiayi Xie, Peng Jin, Mingchao Ding, Yixuan Yuan, Yanye Lu, Lequan Yu, Hongmin Cai, Baiying Lei, Tianye Niu
2025 Misc conf
DARNet: A Dual Attention Residual Network for Medical Image Classification.
ICASSP
Ao Zhang, Zhenghua Guan, Tengda Zhang, Wenzheng Hu, Yi Liu, Baiying Lei
2025 J jnl
Diff-UNet: A diffusion embedded network for robust 3D medical image segmentation.
Medical Image Anal.
Zhaohu Xing, Liang Wan, Huazhu Fu, Guang Yang, Yijun Yang, Lequan Yu, Baiying Lei, Lei Zhu
2025 J jnl
Dual-Scale Swin Transformer via Feature Alignment and Adversarial Discrimination for Retinopathy of Prematurity Diagnosis.
IEEE J. Biomed. Health Informatics
Shaobin Chen, Xinyu Zhao, Yiyao Liu, Hai Xie, Zhenquan Wu, Yingpeng Xie, Yongtao Zhang, Yafeng Li, Cheng Zhao, Tianfu Wang, Guoming Zhang, Baiying Lei
2025 J jnl
FAMF-Net: Feature Alignment Mutual Attention Fusion With Region Awareness for Breast Cancer Diagnosis via Imbalanced Data.
IEEE Trans. Medical Imaging
Yiyao Liu, Jinyao Li, Cheng Zhao, Yongtao Zhang, Qian Chen, Jing Qin, Lei Dong, Tianfu Wang, Wei Jiang, Baiying Lei
2025 J jnl
Feature fusion network for pulmonary nodule segmentation and EGFR classification using dual encoders.
Expert Syst. Appl.
Huaqiang Su, Haijun Lei, Zaiyi Liu, Lisha Yao, Suyun Li, Huan Lin, Guoliang Chen, Xin Chen, Baiying Lei
2025 J jnl
Feature knowledge distillation-based model lightweight for prohibited item detection in X-ray security inspection images.
Adv. Eng. Informatics
Yu Ren, Lun Zhao, Yongtao Zhang, Yiyao Liu, Jinfeng Yang, Haigang Zhang, Baiying Lei
2025 J jnl
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction.
IEEE J. Biomed. Health Informatics
Yunlu Yan, Chun-Mei Feng, Yuexiang Li, Ping Li, Rick Siow Mong Goh, Baiying Lei, Weiming Wang, David Dagan Feng, Lei Zhu
2025 J jnl
Federated learning via multi-attention guided UNet for thyroid nodule segmentation of ultrasound images.
Neural Networks
Zhuo Xiang, Xiaoyu Tian, Yiyao Liu, Minsi Chen, Cheng Zhao, Li-Na Tang, En-Sheng Xue, Qi Zhou, Bin Shen, Fang Li, Qin Chen, Hong-Yuan Xue, Qing Tang, Ying-Jia Li, Lei Liang, Bin Wang, Quan-Shui Li, Chang-Jun Wu, Tian-Tian Ren, Jin-Yu Wu, Tianfu Wang, Wen-Ying Liu, Kun Yan, Bo-Ji Liu, Li-Ping Sun, Chong-Ke Zhao, Hui-Xiong Xu, Baiying Lei
2025 J jnl
FreqUNet: a lightweight dual-branch network with frequency-aware decomposition for retinal vessel segmentation.
Expert Syst. Appl.
Ke Li, Yujiao Zhang, Tianfu Wang, Baiying Lei
2025 — conf
ISSD-NET: Intra-student Self-distillation with Adaptive q-vMF Loss for Enhanced Semi-supervised Medical Segmentation.
ICONIP (2)
Haowen Li, Guoheng Huang, Xiaochen Yuan, Yan Li, Chi-Man Pun, Baiying Lei, Zhixin Huang
2025 — conf
Knowledge-Aware Multi-Source Domain Adaptation Network for Osteoporosis Diagnosis from Ultrasonic Radio Frequency Signals.
ISBI
Xuan Zhang, Yue Ding, Jionglin Wu, Haoxian Liu, Yongtao Zhang, Tianfu Wang, Baiying Lei
2025 J jnl
Knowledge-Aware Multisite Adaptive Graph Transformer for Brain Disorder Diagnosis.
IEEE Trans. Medical Imaging
Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Xiaohua Xiao, Lei Dong, Tianfu Wang, Shuqiang Wang, Baiying Lei
2025 — conf
LWV-UNet: Lightweight Vision Transformer UNet for Nasopharyngeal Carcinoma Image Segmentation.
ISBI
Tengda Zhang, Yongtao Zhang, Yu Ren, Ao Zhang, Gege Cai, Wenzheng Hu, Yi Liu, Baiying Lei
2025 J jnl
Label-guided graph learning network via two-stage cross-modal fusion for multi-label skin disease diagnosis.
Eng. Appl. Artif. Intell.
Cheng Zhao, Chunlun Xiao, Feifei Jin, Anqi Zhu, Zhuo Xiang, Yiyao Liu, Lehang Guo, Tianfu Wang, Baiying Lei
2025 J jnl
Locally similar multi-hop fusion GNNs with data augmentation for early Alzheimer's detection.
Expert Syst. Appl.
Gai Li, Yuwen Zhang, Xuegang Song, Peng Yang, Lei Dong, Yaohui Huang, Xiaohua Xiao, Tianfu Wang, Shuqiang Wang, Baiying Lei
2025 Misc conf
MMFN: Multi-Feature Multi-Modal Fusion Network for Diagnosis of Superficial Lymph Node Disease.
ICASSP
Yuankun Wang, Cheng Zhao, Yingxin Liu, Baiying Lei, Tianfu Wang, Luyao Zhou
2025 J jnl
MSMMIL: Multi-scan Mamba-based Multiple Instance Learning for whole slide image classification.
Knowl. Based Syst.
Haiqin Zhong, Meidan Ding, Cheng Zhao, Yongtao Zhang, Tianfu Wang, Baiying Lei
2025 — conf
Medical Knowledge-Guided CLIP Adaptation for Fundus Image Diagnosis.
BIBM
Shaolong Wang, Xinyu Zhao, Zhenquan Wu, Guoming Zhang, Tianfu Wang, Baiying Lei
2025 — conf
Multi-Modal Fusion Network Integrating Imaging and Clinical Tabular Data for Alzheimer's Disease Classification.
ISBI
Wenzheng Hu, Zhenghua Guan, Nina Cheng, Ao Zhang, Yi Liu, Tianfu Wang, Baiying Lei
2025 J jnl
Multi-scale frequency feature fusion transformer for pediatric echocardiography analysis.
Appl. Soft Comput.
Cheng Zhao, Yuanlin Liu, Weiling Chen, Zhuo Xiang, Yiyao Liu, Bei Xia, Jing Qin, Tianfu Wang, Baiying Lei
2025 J jnl
Multiscale Convolutional Transformer With Diverse-Aware Feature Learning for Motor Imagery EEG Decoding.
IEEE Trans. Cogn. Dev. Syst.
Wenlong Hang, Junliang Wang, Shuang Liang, Baiying Lei, Qiong Wang, Guanglin Li, Badong Chen, Jing Qin
2025 — conf
Multiview Feature Fusion and Contrastive Learning for Drug-Target Interaction Prediction.
MICCAI (15)
Xiaoting Zeng, Li Li, Yu Liang, Weilin Chen, Baiying Lei
2025 J jnl
Pattern-Aware Diffusion Synthesis of fMRI/dMRI with Tissue and Microstructural Refinement.
CoRR
Xiongri Shen, Jiaqi Wang, Yi Zhong, Zhenxi Song, Leilei Zhao, Yichen Wei, Lingyan Liang, Shuqiang Wang, Baiying Lei, Demao Deng, Zhiguo Zhang
2025 J jnl
RSSL: A Unified Reliability-Aware Semi-Supervised Learning Framework for Medical Image Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Wenlong Hang, Yecheng Huang, Shuang Liang, Yuan Wu, Hui Liu, Qiong Wang, Ping Liu, Baiying Lei, Harry Qin
2025 J jnl
Rapidly Antibiotic Susceptibility Prediction via Deep Learning From Bacterial Fluorescence Microscopy Images.
IEEE Trans Autom. Sci. Eng.
Baiying Lei, Tengda Zhang, Jiashu Li, Junlong Qu, Wei Xiong, Kaiwei Yu, Liang Yang
2025 — conf
SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis.
MICCAI (10)
Shaobin Chen, Xinyu Zhao, Huazhu Fu, Tao Tan, Jiaju Huang, Xiangyu Xiong, Zhenquan Wu, Behdad Dashtbozorg, Baiying Lei, Guoming Zhang, Yue Sun
2025 J jnl
SCDM: Unified Representation Learning for EEG-to-fNIRS Cross-Modal Generation in MI-BCIs.
IEEE Trans. Medical Imaging
Yisheng Li, Yishan Wang, Baiying Lei, Shuqiang Wang
2025 J jnl
Self-Supervised Multi-Scale Multi-Modal Graph Pool Transformer for Sellar Region Tumor Diagnosis.
IEEE J. Biomed. Health Informatics
Baiying Lei, Gege Cai, Yun Zhu, Tianfu Wang, Lei Dong, Cheng Zhao, Xinzhi Hu, Huijun Zhu, Lin Lu, Feng Feng, Ming Feng, Renzhi Wang
2025 — conf
Sparsely Annotated Medical Image Segmentation via Cross-SAM of 3D and 2D Networks.
MICCAI (11)
Huaqiang Su, Zaiyi Liu, Lisha Yao, Sunyun Li, Hun Lin, Guoliang Chen, Xin Chen, Haijun Lei, Baiying Lei
2025 — conf
Utilizing State Space Model for Diffusion Processes in Breast Tumor Pathological Image Super-Resolution.
ISBI
Yiyao Liu, Peng Yang, Tianfu Wang, Baiying Lei
2024 J jnl
3-D Brain Reconstruction by Hierarchical Shape-Perception Network From a Single Incomplete Image.
IEEE Trans. Neural Networks Learn. Syst.
Bowen Hu, Choujun Zhan, Buzhou Tang, Bingchuan Wang, Baiying Lei, Shuqiang Wang
2024 J jnl
3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging
Zifeng Qiu, Peng Yang, Chunlun Xiao, Shuqiang Wang, Xiaohua Xiao, Jing Qin, Chuan-Ming Liu, Tianfu Wang, Baiying Lei
2024 J jnl
A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yongcheng Zong, Qiankun Zuo, Michael Kwok-Po Ng, Baiying Lei, Shuqiang Wang
2024 — conf
A Novel Diffusion Model with Wavelet Transform for Optic Disc and Cup Segmentation in Fundus Images.
PRCV (15)
Xiang Dong, Hai Xie, Li Li, Bao Yang, Tianfu Wang, Baiying Lei
2024 J jnl
Adaptive Multimodel Knowledge Transfer Matrix Machine for EEG Classification.
IEEE Trans. Neural Networks Learn. Syst.
Shuang Liang, Wenlong Hang, Baiying Lei, Jun Wang, Jing Qin, Kup-Sze Choi, Yu Zhang
2024 J jnl
Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network.
Medical Image Anal.
Baiying Lei, Yafeng Li, Wanyi Fu, Peng Yang, Shaobin Chen, Tianfu Wang, Xiaohua Xiao, Tianye Niu, Yu Fu, Shuqiang Wang, Hongbin Han, Jing Qin
2024 J jnl
Artificial intelligence and multimodal data fusion for smart healthcare: topic modeling and bibliometrics.
Artif. Intell. Rev.
Xieling Chen, Haoran Xie, Xiaohui Tao, Fu Lee Wang, Mingming Leng, Baiying Lei
2024 J jnl
CAT-DTI: cross-attention and Transformer network with domain adaptation for drug-target interaction prediction.
BMC Bioinform.
Xiaoting Zeng, Weilin Chen, Baiying Lei
2024 J jnl
CMRVAE: Contrastive margin-restrained variational auto-encoder for class-separated domain adaptation in cardiac segmentation.
Knowl. Based Syst.
Lihong Qiao, Rui Wang, Yucheng Shu, Bin Xiao, Xidong Xu, Baobin Li, Le Yang, Weisheng Li, Xinbo Gao, Baiying Lei
2024 J jnl
COVID-19 diagnosis based on swin transformer model with demographic information fusion and enhanced multi-head attention mechanism.
Expert Syst. Appl.
Yunlong Sun, Jingge Lian, Ze Teng, Ziyi Wei, Yi Tang, Liu Yang, Yajuan Gao, Tianfu Wang, Hongfeng Li, Meng Xu, Baiying Lei
2024 J jnl
Cell classification with worse-case boosting for intelligent cervical cancer screening.
Medical Image Anal.
Youyi Song, Jing Zou, Kup-Sze Choi, Baiying Lei, Jing Qin
2024 — conf
Cross-Graph Interaction and Diffusion Probability Models for Lung Nodule Segmentation.
MICCAI (1)
Huaqiang Su, Haijun Lei, Guoliang Chen, Baiying Lei
2024 — conf
DCI-FQA: Dual-Branch Cross Interaction Network for Fundus Quality Assessment.
ISBI
Xiangwen Cai, Haijun Lei, Zhenquan Wu, Hai Xie, Guoming Zhang, Baiying Lei
2024 J jnl
DecGAN: Decoupling Generative Adversarial Network for Detecting Abnormal Neural Circuits in Alzheimer's Disease.
IEEE Trans. Artif. Intell.
Junren Pan, Qiankun Zuo, Bing-Chuan Wang, C. L. Philip Chen, Baiying Lei, Shuqiang Wang
2024 — conf
DiffDGSS: Generalizable Retinal Image Segmentation with Deterministic Representation from Diffusion Models.
MICCAI (8)
Yingpeng Xie, Junlong Qu, Hai Xie, Tianfu Wang, Baiying Lei
2024 — conf
Dual Attention Graph Convolutional Network Fusing Imaging and Genetic Data for Early Alzheimer's Disease Diagnosis.
EMBC
Jiaqiang Li, Peng Yang, Junlong Qu, Bao Yang, Zhenghua Guan, Xuegang Song, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024 J jnl
Echocardiographic segmentation based on semi-supervised deep learning with attention mechanism.
Multim. Tools Appl.
Jiajun Liang, Huijuan Pan, Zhuo Xiang, Jing Qin, Yali Qiu, Libao Guo, Tianfu Wang, Wei Jiang, Baiying Lei
2024 J jnl
End-to-End Prediction of EGFR Mutation Status With Denseformer.
IEEE J. Biomed. Health Informatics
Shijie Zhao, Wenyuan Li, Zhuoyan Liu, Tianji Pang, Yang Yang, Ning Qiang, Jingyi Zhao, Bangguo Li, Baiying Lei, Junwei Han
2024 J jnl
Estimating Addiction-Related Brain Connectivity by Prior-Embedding Graph Generative Adversarial Networks.
IEEE Trans. Cybern.
Changhong Jing, Yanyan Shen, Shen Zhao, Yi Pan, C. L. Philip Chen, Baiying Lei, Shuqiang Wang
2024 — conf
Federated Multi-source Domain Adaptation via Vision Transformer for Multi-site Alzheimer's Diagnosis.
BI (2)
Tuo Cai, Baiying Lei, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Yunzhu Yang, Tianfu Wang, Peng Yang
2024 J jnl
Federated learning using model projection for multi-center disease diagnosis with non-IID data.
Neural Networks
Jie Du, Wei Li, Peng Liu, Chi-Man Vong, Yongke You, Baiying Lei, Tianfu Wang
2024 — conf
GL-DAE: Global-Local Denoising Auto-Encoder for Fundus Images Quality Representation Learning.
BIBM
Xiangwen Cai, Haijun Lei, Hai Xie, Guoming Zhang, Baiying Lei
2024 J jnl
Generative AI Enables Synthesizing Cross-Modality Brain Image via Multi-Level-Latent Representation Learning.
IEEE Trans. Computational Imaging
Senrong You, Bin Yuan, Zhihan Lyu, Charles K. Chui, C. L. Philip Chen, Baiying Lei, Shuqiang Wang
2024 J jnl
Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection.
Pattern Recognit.
Baiying Lei, Yu Liang, Jiayi Xie, You Wu, Enmin Liang, Yong Liu, Peng Yang, Tianfu Wang, Chuan-Ming Liu, Jichen Du, Xiaohua Xiao, Shuqiang Wang
2024 — conf
Hypergraph-based Self-supervised Multi-channel Network for Drug-target Interaction Prediction.
BIBM
Xiaoting Zeng, Yu Liang, Peng Yang, Weilin Chen, Baiying Lei
2024 — conf
Intelligent Diagnosis Platform for Alzheimer's Disease Based on Multi-modal Knowledge Graph.
BI (2)
Jiaqiang Li, Peng Yang, Jiuwen Cao, Zhenghua Guan, Junlong Qu, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024 — conf
Key Point Guide Network for Infant Echocardiographic Segmentation.
ISBI
Xupeng Wang, Zhuo Xiang, Weiling Chen, Chuan-Ming Liu, Xiaoyu Tian, Cheng Zhao, Shumin Fan, Wei Yu, Xunyi Chen, Tianfu Wang, Bei Xia, Baiying Lei
2024 J jnl
MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Cheng Zhao, Peng Yang, Feng Zhou, Guanghui Yue, Shuigen Wang, Huisi Wu, Guoliang Chen, Tianfu Wang, Baiying Lei
2024 — conf
Misclassification Detection via Counterexample Learning for Trustworthy Cervical Cancer Screening.
PRCV (11)
Li Li, Youyi Song, Xiang Dong, Peng Yang, Tianfu Wang, Baiying Lei
2024 — conf
Multi-modality Correlation Learning Network for Pediatric Ventricular Septal Defects Identification.
PRCV (15)
Feifei Jin, Cheng Zhao, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2024 J jnl
Multi-national CT image-label pairs synthesis for COVID-19 diagnosis via few-shot generative adversarial networks adaptation.
Neural Comput. Appl.
Jing Zhang, Yingpeng Xie, Dandan Sun, Ruidong Huang, Tianfu Wang, Baiying Lei, Kuntao Chen
2024 — conf
Multi-scale 3D Convolutional LSTM for Longitudinal Alzheimer's Disease Identification.
ISBI
Zhenghua Guan, Xuegang Song, Peng Yang, Jiaqiang Li, Bao Yang, Xiaohua Xiao, Chuanming Liu, Tianfu Wang, Baiying Lei
2024 — conf
Multimodality Frequency Feature Customized Learning for Pediatric Ventricular Septal Defects Identification.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Feifei Jin, Cheng Zhao, Peng Yang, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2024 — conf
OCD Diagnosis with Multiple Spatial Similarity-Aware Learning and Diffusion Structure-Aware Graph Convolutional Network.
BIBM
Yu Liang, Chen Zhao, Tianfu Wang, Ziwen Peng, Peng Yang, Baiying Lei
2024 J jnl
Prior-Guided Adversarial Learning With Hypergraph for Predicting Abnormal Connections in Alzheimer's Disease.
IEEE Trans. Cybern.
Qiankun Zuo, Huisi Wu, C. L. Philip Chen, Baiying Lei, Shuqiang Wang
2024 — conf
Spatiotemporal Feature Extraction and Fusion for Longitudinal Alzheimer's Disease Diagnosis.
BI (2)
Zhenghua Guan, Peng Yang, Haijun Lei, Bao Yang, Xuegang Song, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024 J jnl
SpecTr: Spectral Transformer for Microscopic Hyperspectral Pathology Image Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Boxiang Yun, Baiying Lei, Jieneng Chen, Huiyu Wang, Song Qiu, Wei Shen, Qingli Li, Yan Wang
2024 J jnl
Specificity-Aware Federated Learning With Dynamic Feature Fusion Network for Imbalanced Medical Image Classification.
IEEE J. Biomed. Health Informatics
Guanghui Yue, Peishan Wei, Tianwei Zhou, Youyi Song, Cheng Zhao, Tianfu Wang, Baiying Lei
2024 — conf
Weak-Supervised Attention Fusion Network for Carotid Artery Vessel Wall Segmentation.
MICCAI (1)
Haijun Lei, Guanjie Tong, Huaqiang Su, Baiying Lei
2023 — conf
A Super Token Vision Transformer and CNN Parallel Branch Network for mCNV Lesion Segmentation in OCT Images.
MLMI@MICCAI (1)
Xiang Dong, Hai Xie, Yunlong Sun, Zhenquan Wu, Bao Yang, Junlong Qu, Guoming Zhang, Baiying Lei
2023 — conf
A Two-stage Diagnostic Framework for Post-ablation Treatment Response Assessment in Patients with Hepatocellular Carcinoma.
EMBC
Xiaoyu Tian, Simin Ruan, Zhuo Xiang, Mingde Li, Cheng Zhao, Minsi Chen, Danni He, Namu Baima, Wei Wang, Siping Chen, Tianfu Wang, Baiying Lei
2023 — conf
Acute Ischemic Stroke Onset Time Classification with Dynamic Convolution and Perfusion Maps Fusion.
MICCAI (5)
Peng Yang, Yuchen Zhang, Haijun Lei, Yueyan Bian, Qi Yang, Baiying Lei
2023 J jnl
Adversarial learning-based multi-level dense-transmission knowledge distillation for AP-ROP detection.
Medical Image Anal.
Hai Xie, Yaling Liu, Haijun Lei, Tiancheng Song, Guanghui Yue, Yueshanyi Du, Tianfu Wang, Guoming Zhang, Baiying Lei
2023 J jnl
Attention-Guided Pyramid Context Network for Polyp Segmentation in Colonoscopy Images.
IEEE Trans. Instrum. Meas.
Guanghui Yue, Siying Li, Runmin Cong, Tianwei Zhou, Baiying Lei, Tianfu Wang
2023 — conf
Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline.
PRCV (13)
Xuhang Chen, Baiying Lei, Chi-Man Pun, Shuqiang Wang
2023 J jnl
Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline.
CoRR
Xuhang Chen, Baiying Lei, Chi-Man Pun, Shuqiang Wang
2023 J jnl
Brain Structure-Function Fusing Representation Learning using Adversarial Decomposed-VAE for Analyzing MCI.
CoRR
Qiankun Zuo, Baiying Lei, Ning Zhong, Yi Pan, Shuqiang Wang
2023 — conf
COVID-19 Diagnosis Based on Swin Transformer Model with Demographic Information Fusion and Enhanced Multi-head Attention Mechanism.
MLMI@MICCAI (2)
Yunlong Sun, Yiyao Liu, Junlong Qu, Xiang Dong, Xuegang Song, Baiying Lei
2023 J jnl
Data Discernment for Affordable Training in Medical Image Segmentation.
IEEE Trans. Medical Imaging
Youyi Song, Lequan Yu, Baiying Lei, Kup-Sze Choi, Jing Qin
2023 — conf
Dense Swin Transformer for Classification of Thyroid Nodules.
EMBC
Namu Baima, Tianfu Wang, Chong-Ke Zhao, Siping Chen, Chen Zhao, Baiying Lei
2023 — conf
Detection of Onset Time for Acute Ischemic Stroke Based on Multi-scale Features and Cross-Attention.
BrainLes/SWITCH@MICCAI
Bao Yang, Peng Yang, Zifeng Qiu, Yueyan Bian, Jiaqiang Li, Xiang Dong, Junlong Qu, Qi Yang, Baiying Lei
2023 — conf
Diagnosis of Covid-19 Via Multi-Layer Multi-Center Graph Attention Network.
ISBI
Pingkang Li, Haijun Lei, Xuegang Song, Jia Zhao, Jialan Tang, Yukang Lei, Baiying Lei
2023 — conf
Dual Branch CNN and Transformer for Cardiac Atherosclerotic Plaque Classification.
BIBM
Haijun Lei, Jia Zhao, Guanjie Tong, Longjiang Zhang, Huaqiang Su, Baiying Lei
2023 — conf
Dual-Branch Attention Network and Swin Spatial Pyramid Pooling for Retinopathy of Prematurity Classification.
ISBI
Jia Zhao, Haijun Lei, Hai Xie, Pingkang Li, Yaling Liu, Guoming Zhang, Baiying Lei
2023 — conf
Dual-Branch Multimodal Fusion Network for Skin Lesions Diagnosis using Clinical and Ultrasound Image.
ISBI
Chunlun Xiao, Anqi Zhu, Chunmei Xia, Yuanlin Liu, Zifeng Qiu, Qiao Wang, Weiwei Ren, Dandan Shan, Tianfu Wang, Lehang Guo, Baiying Lei
2023 — conf
Dual-branch Feature Interaction Network with Structure Information Learning for Retinopathy of Prematurity Classification.
BIBM
Haijun Lei, Jia Zhao, Hai Xie, Yaling Liu, Guoming Zhang, Baiying Lei
2023 J jnl
Early diagnosis and clinical score prediction of Parkinson's disease based on longitudinal neuroimaging data.
Neural Comput. Appl.
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
2023 J jnl
FIT-Net: Feature Interaction Transformer Network for Pathologic Myopia Diagnosis.
IEEE Trans. Medical Imaging
Shaobin Chen, Zhenquan Wu, Mingzhu Li, Yun Zhu, Hai Xie, Peng Yang, Cheng Zhao, Yongtao Zhang, Shaochong Zhang, Xinyu Zhao, Lin Lu, Guoming Zhang, Baiying Lei
2023 Misc conf
FedEEG: Federated EEG Decoding Via inter-Subject Structure Matching.
ICASSP
Wenlong Hang, Jiaxing Li, Shuang Liang, Yuan Wu, Baiying Lei, Jing Qin, Yu Zhang, Kup-Sze Choi
2023 J jnl
Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging
Baiying Lei, Yun Zhu, Enmin Liang, Peng Yang, Shaobin Chen, Huoyou Hu, Haoran Xie, Ziyi Wei, Fei Hao, Xuegang Song, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang, Hongbin Han
2023 J jnl
Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain.
IEEE Trans. Neural Networks Learn. Syst.
Senrong You, Baiying Lei, Shuqiang Wang, Charles K. Chui, Albert C. Cheung, Yong Liu, Min Gan, Guo-Cheng Wu, Yanyan Shen
2023 J jnl
Fundus Image-Label Pairs Synthesis and Retinopathy Screening via GANs With Class-Imbalanced Semi-Supervised Learning.
IEEE Trans. Medical Imaging
Yingpeng Xie, Qiwei Wan, Hai Xie, Yanwu Xu, Tianfu Wang, Shuqiang Wang, Baiying Lei
2023 — conf
Fused Brain Functional Connectivity Network and Edge-attention Graph Convolution Network for Fibromyalgia Syndrome Diagnosis.
EMBC
Yu Liang, Meijuan Long, Peng Yang, Tianfu Wang, Juan Jiao, Baiying Lei
2023 J jnl
GIONet: Global information optimized network for multi-center COVID-19 diagnosis via COVID-GAN and domain adversarial strategy.
Comput. Biol. Medicine
Jing Zhang, Yiyao Liu, Baiying Lei, Dandan Sun, Siqi Wang, Changning Zhou, Xing Ding, Yang Chen, Fen Chen, Tianfu Wang, Ruidong Huang, Kuntao Chen
2023 — conf
GTDDA: Graph Convolutional Network and Graph Transformer Structure for Drug Repositioning.
BIBM
Jialan Tang, Weilin Chen, Xiaoting Zeng, Chuan-Ming Liu, Pingkang Li, Baiying Lei
2023 — conf
Gated CNN-Transformer Network for Automatic Cardiovascular Diagnosis using 12-lead Electrocardiogram.
EMBC
Yuanlin Liu, Haiying Li, Jie Lin, Hairui Li, Haijun Lei, Chunmei Xia, Chunlun Xiao, Baiying Lei
2023 — conf
Graph Convolution and Self-attention Enhanced CNN with Domain Adaptation for Multi-site COVID-19 Diagnosis.
EMBC
Jing Zhang, Yiyao Liu, Baiying Lei, Dandan Sun, Ruidong Huang, Tianfu Wang, Siping Chen, Kuntao Chen
2023 J jnl
LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis.
Neural Networks
Haijun Lei, Zhihui Tian, Hai Xie, Benjian Zhao, Xianlu Zeng, Jiuwen Cao, Weixin Liu, Jiantao Wang, Guoming Zhang, Shuqiang Wang, Baiying Lei
2023 J jnl
Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN.
IEEE Trans. Neural Networks Learn. Syst.
Wen Yu, Baiying Lei, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Yanyan Shen, Michael K. Ng
2023 — conf
Multi-national COVID-19 CT Image-label Pairs Synthesis via Few-Shot GANs Adaptation.
ISBI
Jing Zhang, Yingpeng Xie, Dandan Sun, Ruidong Huang, Tianfu Wang, Baiying Lei, Kuntao Chen
2023 — conf
Multi-relational Graph Convolutional Neural Networks for Carotid Artery Stenosis Diagnosis via Fundus Images.
OMIA@MICCAI
Junlong Qu, Hai Xie, Yingpeng Xie, Huiling Hu, Jiaqiang Li, Yunlong Sun, Guoming Zhang, Baiying Lei
2023 J jnl
Multi-scale enhanced graph convolutional network for mild cognitive impairment detection.
Pattern Recognit.
Baiying Lei, Yun Zhu, Shuangzhi Yu, Huoyou Hu, Yanwu Xu, Guanghui Yue, Tianfu Wang, Cheng Zhao, Shaobin Chen, Peng Yang, Xuegang Song, Xiaohua Xiao, Shuqiang Wang
2023 J jnl
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network.
IEEE Trans. Medical Imaging
Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei
2023 — conf
Mutual Graph Learning Network and Diffusion Probabilistic Model-based Medical Image Segmentation.
BIBM
Huaqiang Su, Haijun Lei, Guoliang Chen, Xin Chen, Baiying Lei
2023 J jnl
OCD diagnosis via smooth sparse network and fused sparse auto-encoder learning.
Expert Syst. Appl.
Peng Yang, Wei Zheng, Qiong Yang, Xiaohua Xiao, Tianfu Wang, Baiying Lei, Ziwen Peng
2023 — conf
PAS-Net: Rapid Prediction of Antibiotic Susceptibility from Fluorescence Images of Bacterial Cells Using Parallel Dual-Branch Network.
MICCAI (8)
Wei Xiong, Kaiwei Yu, Liang Yang, Baiying Lei
2023 — conf
Prior Information Guided Coarse-to-fine Dual-branch Encoding Network for Fovea Localization and Optic Disc/Cup Segmentation.
BIBM
Haijun Lei, Hai Xie, Jia Zhao, Danrui Zhao, Limin Huang, Baiying Lei
2023 J jnl
SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-sampling from a Single Image.
CoRR
Bowen Hu, Baiying Lei, Shuqiang Wang
2023 — conf
Self-supervised Distillation and Multi-scale Network for Parkinson's Disease Classification.
BIBM
Haijun Lei, Shuyuan Lei, Chengjia Liang, Baiying Lei, Yuchen Zhang
2023 J jnl
Structure invariance-driven collaborative contrastive network for EEG decoding.
Biomed. Signal Process. Control.
Shuang Liang, Zengguang Li, Wenlong Hang, Yuanpeng Zhang, Baiying Lei, Jing Qin, Yu Zhang, Kup-Sze Choi
2023 J jnl
TA-GAN: transformer-driven addiction-perception generative adversarial network.
Neural Comput. Appl.
Changhong Jing, Changwei Gong, Zuxin Chen, Baiying Lei, Shuqiang Wang
2023 — conf
USBDAN: Unsupervised Scale-aware and Boundary-aware Domain Adaptive Network for Gastric Tumor Segmentation.
EMBC
Yongtao Zhang, Ning Yuan, Bing Liu, Aocai Yang, Hongwei Yu, Kuan Lv, Jixin Luan, Pianpian Hu, Haijun Lei, Tianfu Wang, Guolin Ma, Baiying Lei
2023 — conf
Weakly Supervised Myeloma Cells Segmentation based on Point Annotation.
BIBM
Haijun Lei, Jia Zhao, Guanjie Tong, Xinyun Qiu, Huaqiang Su, Baiying Lei
2022 B conf
A Drug Repositioning Approach Using Drug and Disease Features.
CBMS
Jialan Tang, Baiying Lei, Weilin Chen
2022 J jnl
ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images.
IEEE Trans. Medical Imaging
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwenolé Quellec, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, Ching-Wei Wang, Shih-Chang Lo, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2022 J jnl
ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images.
CoRR
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwenolé Quellec, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2022 B conf
Attention-based Graph Neural Network for the Classification of Parkinson's Disease.
ICPR
Menglu Zhao, Haijun Lei, Zhongwei Huang, Yuchen Zhang, Zhen Li, Chuan-Ming Liu, Baiying Lei
2022 J jnl
Automatic diagnosis for aggressive posterior retinopathy of prematurity via deep attentive convolutional neural network.
Expert Syst. Appl.
Rugang Zhang, Jinfeng Zhao, Hai Xie, Tianfu Wang, Guozhen Chen, Guoming Zhang, Baiying Lei
2022 J jnl
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis.
IEEE Trans. Medical Imaging
Shengye Hu, Baiying Lei, Shuqiang Wang, Yong Wang, Zhiguang Feng, Yanyan Shen
2022 J jnl
Brain stroke lesion segmentation using consistent perception generative adversarial network.
Neural Comput. Appl.
Shuqiang Wang, Zhuo Chen, Senrong You, Bingchuan Wang, Yanyan Shen, Baiying Lei
2022 — conf
Coordinate Transformer Network for Prediction of Pseudomonas Aeruginosa's Drug Resistance.
ISBI
Wei Xiong, Kaiwei Yu, Yuming Cai, Liang Yang, Baiying Lei
2022 J jnl
Cross-Subject Emotion Recognition with Sparsely-Labeled Peripheral Physiological Data Using SHAP-Explained Tree Ensembles.
CoRR
Feng Zhou, Tao Chen, Baiying Lei
2022 J jnl
Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network.
Medical Image Anal.
Peng Yang, Cheng Zhao, Qiong Yang, Wei Zheng, Xiaohua Xiao, Li Shen, Tianfu Wang, Baiying Lei, Ziwen Peng
2022 J jnl
Dual Encoder-Based Dynamic-Channel Graph Convolutional Network With Edge Enhancement for Retinal Vessel Segmentation.
IEEE Trans. Medical Imaging
Yang Li, Yue Zhang, Wei-Gang Cui, Baiying Lei, Xihe Kuang, Teng Zhang
2022 B conf
End-to-End Multi-task Learning Regression Network for Fovea Localization in Fundus Images.
CBMS
Limin Huang, Haijun Lei, Weixin Liu, Zhen Li, Hai Xie, Baiying Lei
2022 J jnl
Epileptic Classification With Deep-Transfer-Learning-Based Feature Fusion Algorithm.
IEEE Trans. Cogn. Dev. Syst.
Jiuwen Cao, Dinghan Hu, Yaomin Wang, Jianzhong Wang, Baiying Lei
2022 J jnl
FAT-Net: Feature adaptive transformers for automated skin lesion segmentation.
Medical Image Anal.
Huisi Wu, Shihuai Chen, Guilian Chen, Wei Wang, Baiying Lei, Zhenkun Wen
2022 — conf
Faster R-CNN for IPSC-Derived Mesenchymal Stromal Cells Senescent Detection from Bright-Field Microscopy.
ISBI
Mingzhu Li, Liangge He, Xinglie Wang, Tianfu Wang, Guanghui Yue, Guangqian Zhou, Baiying Lei
2022 J jnl
Fully transformer network for skin lesion analysis.
Medical Image Anal.
Xinzi He, Ee-Leng Tan, Hanwen Bi, Xuzhe Zhang, Shijie Zhao, Baiying Lei
2022 J jnl
Gene-related Parkinson's disease diagnosis via feature-based multi-branch octave convolution network.
Comput. Biol. Medicine
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
2022 — conf
Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's Disease.
EPIMI/ML-CDS@MICCAI
Zifeng Qiu, Peng Yang, Tianfu Wang, Baiying Lei
2022 J jnl
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.
Medical Image Anal.
Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang, Zhuo Xiang, Alejandro F. Frangi, Minsi Chen, Shumin Fan, Wei Yu, Xunyi Chen, Bei Xia, Tianfu Wang, Baiying Lei
2022 — conf
Incremental Quaternion Random Neural Networks.
ICCSIP
Xiaonan Cui, Tianlei Wang, Hao Chen, Baiying Lei, Pierre-Paul Vidal, Jiuwen Cao
2022 J jnl
Joint segmentation and classification task via adversarial network: Application to HEp-2 cell images.
Appl. Soft Comput.
Hai Xie, Yejun He, Dong Xu, Jong Yih Kuo, Haijun Lei, Baiying Lei
2022 J jnl
Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM.
Knowl. Based Syst.
Baiying Lei, Yuwen Zhang, Dongdong Liu, Yanwu Xu, Guanghui Yue, Jiuwen Cao, Huoyou Hu, Shuangzhi Yu, Peng Yang, Tianfu Wang, Yali Qiu, Xiaohua Xiao, Shuqiang Wang
2022 J jnl
Multi-center sparse learning and decision fusion for automatic COVID-19 diagnosis.
Appl. Soft Comput.
Zhongwei Huang, Haijun Lei, Guoliang Chen, Haimei Li, Chuandong Li, Wenwen Gao, Yue Chen, Yaofa Wang, Haibo Xu, Guolin Ma, Baiying Lei
2022 — conf
Multi-channel Residual Neural Network Based on Squeeze-and-Excitation for Osteoporosis Diagnosis.
CLIP@MICCAI
Chunmei Xia, Yue Ding, Jionglin Wu, Wenqiang Luo, Peidong Guo, Tianfu Wang, Baiying Lei
2022 J jnl
Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data.
IEEE Trans. Neural Networks Learn. Syst.
Zhongwei Huang, Haijun Lei, Guoliang Chen, Alejandro F. Frangi, Yanwu Xu, Ahmed Elazab, Jing Qin, Baiying Lei
2022 B conf
Parkinson's Disease Classification with Self-supervised Learning and Attention Mechanism.
ICPR
Yuchen Zhang, Haijun Lei, Zhongwei Huang, Zhen Li, Chuan-Ming Liu, Baiying Lei
2022 J jnl
Predicting clinical scores for Alzheimer's disease based on joint and deep learning.
Expert Syst. Appl.
Baiying Lei, Enmin Liang, Mengya Yang, Peng Yang, Feng Zhou, Ee-Leng Tan, Yi Lei, Chuan-Ming Liu, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang
2022 J jnl
REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment.
CoRR
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Jaemin Son, Shuang Yu, Menglu Zhang, Chenglang Yuan, Cheng Bian, Baiying Lei, Benjian Zhao, Xinxing Xu, Shaohua Li, Francisco Fumero, José F. Sigut, Haidar Almubarak, Yakoub Bazi, Yuanhao Guo, Yating Zhou, Ujjwal Baid, Shubham Innani, Tianjiao Guo, Jie Yang, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2022 — conf
Reliability-Aware Contrastive Self-ensembling for Semi-supervised Medical Image Classification.
MICCAI (1)
Wenlong Hang, Yecheng Huang, Shuang Liang, Baiying Lei, Kup-Sze Choi, Jing Qin
2022 J jnl
Robust Maximum Mixture Correntropy Criterion Based One-Class Classification Algorithm.
IEEE Intell. Syst.
Tianlei Wang, Jiuwen Cao, Haozhen Dai, Baiying Lei, Huanqiang Zeng
2022 — conf
STAU-Net: A Spatial Structure Attention Network for 3D Coronary Artery Segmentation.
CLIP@MICCAI
Guanjie Tong, Haijun Lei, Limin Huang, Zhihui Tian, Hai Xie, Baiying Lei, Longjiang Zhang
2022 J jnl
Scale-adaptive super-feature based MetricUNet for brain tumor segmentation.
Biomed. Signal Process. Control.
Yujian Liu, Jie Du, Chi-Man Vong, Guanghui Yue, Juan Yu, Yuli Wang, Baiying Lei, Tianfu Wang
2022 — conf
Segmentation of Multiple Myeloma Cells Using Feature Selection Pyramid Network and Semantic Cascade Mask RCNN.
ISBI
Xinyun Qiu, Haijun Lei, Hai Xie, Baiying Lei
2022 J jnl
Self-supervised multi-modal fusion network for multi-modal thyroid ultrasound image diagnosis.
Comput. Biol. Medicine
Zhuo Xiang, Qiuluan Zhuo, Cheng Zhao, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei
2022 — conf
Swin Faster R-CNN for Senescence Detection of Mesenchymal Stem Cells in Bright-Field Images.
MOVI@MICCAI
Chunlun Xiao, Mingzhu Li, Liangge He, Xuegang Song, Tianfu Wang, Baiying Lei
2022 J jnl
Tensorizing GAN With High-Order Pooling for Alzheimer's Disease Assessment.
IEEE Trans. Neural Networks Learn. Syst.
Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang
2022 J jnl
Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation.
IEEE J. Biomed. Health Informatics
Haijun Lei, Weixin Liu, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei
2022 J jnl
Unsupervised domain selective graph convolutional network for preoperative prediction of lymph node metastasis in gastric cancer.
Medical Image Anal.
Yongtao Zhang, Ning Yuan, Zhiguo Zhang, Jie Du, Tianfu Wang, Bing Liu, Aocai Yang, Kuan Lv, Guolin Ma, Baiying Lei
2022 J jnl
Virtual Adversarial Training-Based Deep Feature Aggregation Network From Dynamic Effective Connectivity for MCI Identification.
IEEE Trans. Medical Imaging
Yang Li, Jingyu Liu, Yiqiao Jiang, Yu Liu, Baiying Lei
2021 J jnl
3D Brain Reconstruction by Hierarchical Shape-Perception Network from a Single Incomplete Image.
CoRR
Bowen Hu, Baiying Lei, Yong Liu, Min Gan, Bingchuan Wang, Shuqiang Wang
2021 — conf
3D Deep Attentive U-Net with Transformer for Breast Tumor Segmentation from Automated Breast Volume Scanner.
EMBC
Yiyao Liu, Yi Yang, Wei Jiang, Tianfu Wang, Baiying Lei
2021 J jnl
3D Multi-Attention Guided Multi-Task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification.
IEEE Trans. Medical Imaging
Yongtao Zhang, Haimei Li, Jie Du, Jing Qin, Tianfu Wang, Yue Chen, Bing Liu, Wenwen Gao, Guolin Ma, Baiying Lei
2021 — conf
A Method for Predicting Alzheimer's Disease Based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction.
ML-CDS@MICCAI
Yafeng Li, Yiyao Liu, Tianfu Wang, Baiying Lei
2021 J jnl
A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions.
CoRR
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei
2021 — conf
A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction.
PRCV (2)
Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang
2021 J jnl
A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction.
CoRR
Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang
2021 J jnl
A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease.
CoRR
Qiankun Zuo, Baiying Lei, Shuqiang Wang, Yong Liu, Bingchuan Wang, Yanyan Shen
2021 — conf
Alzheimer's Disease Prediction via the Association of Single Nucleotide Polymorphism with Brain Regions.
CCBR
Yafeng Li, Yiyao Liu, Tianfu Wang, Baiying Lei
2021 J jnl
Attention-Guided Multi-Branch Convolutional Neural Network for Mitosis Detection From Histopathological Images.
IEEE J. Biomed. Health Informatics
Haijun Lei, Shaomin Liu, Ahmed Elazab, Xuehao Gong, Baiying Lei
2021 — conf
Attention-guided Deep Multi-instance Learning for Staging Retinopathy of Prematurity.
ISBI
Shaobin Chen, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang, Guoming Zhang, Baiying Lei
2021 J jnl
Augmented Multicenter Graph Convolutional Network for COVID-19 Diagnosis.
IEEE Trans. Ind. Informatics
Xuegang Song, Haimei Li, Wenwen Gao, Yue Chen, Tianfu Wang, Guolin Ma, Baiying Lei
2021 J jnl
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis.
Medical Image Anal.
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Yichen Wei, Bihan Yu, Lingyan Liang, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Tianfu Wang, Lihua Zhao, Demao Deng, Zhiguo Zhang
2021 J jnl
Automated detection of retinopathy of prematurity by deep attention network.
Multim. Tools Appl.
Baiying Lei, Xianlu Zeng, Shan Huang, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang, Jiantao Wang, Guoming Zhang
2021 J jnl
Automated left ventricular segmentation from cardiac magnetic resonance images via adversarial learning with multi-stage pose estimation network and co-discriminator.
Medical Image Anal.
Huisi Wu, Xuheng Lu, Baiying Lei, Zhenkun Wen
2021 J jnl
Building Student Course Performance Prediction Model Based on Deep Learning.
J. Inf. Sci. Eng.
Jong Yih Kuo, Hao-Ting Chung, Ping-Feng Wang, Baiying Lei
2021 — conf
Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis.
PRCV (3)
Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
2021 J jnl
Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis.
CoRR
Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
2021 J jnl
Cross-attention multi-branch network for fundus diseases classification using SLO images.
Medical Image Anal.
Hai Xie, Xianlu Zeng, Haijun Lei, Jie Du, Jiantao Wang, Guoming Zhang, Jiuwen Cao, Tianfu Wang, Baiying Lei
2021 J jnl
DecGAN: Decoupling Generative Adversarial Network detecting abnormal neural circuits for Alzheimer's disease.
CoRR
Junren Pan, Baiying Lei, Shuqiang Wang, Bingchuan Wang, Yong Liu, Yanyan Shen
2021 J jnl
Diabetic Retinopathy Diagnosis Using Multichannel Generative Adversarial Network With Semisupervision.
IEEE Trans Autom. Sci. Eng.
Shuqiang Wang, Xiangyu Wang, Yong Hu, Yanyan Shen, Zhile Yang, Min Gan, Baiying Lei
2021 J jnl
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography.
Medical Image Anal.
Libao Guo, Baiying Lei, Weiling Chen, Jie Du, Alejandro F. Frangi, Jing Qin, Cheng Zhao, Pengpeng Shi, Bei Xia, Tianfu Wang
2021 — conf
Dual-Branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images.
OMIA@MICCAI
Zhihui Tian, Haijun Lei, Hai Xie, Xianlu Zeng, Xinyu Zhao, Miaohong Chen, Guoming Zhang, Baiying Lei
2021 J jnl
Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment.
IEEE Trans. Cybern.
Peng Yang, Feng Zhou, Dong Ni, Yanwu Xu, Siping Chen, Tianfu Wang, Baiying Lei
2021 J jnl
Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction.
Medical Image Anal.
Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei
2021 — conf
Latent Space Learning and Feature Learning using Multi-template for Multi-classification of Alzheimer's Disease.
EMBC
Zihao Chen, Haijun Lei, Zhongwei Huang, Baiying Lei
2021 J jnl
Maximum Correntropy Criterion-Based Hierarchical One-Class Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jiuwen Cao, Haozhen Dai, Baiying Lei, Chun Yin, Huanqiang Zeng, Anton Kummert
2021 J jnl
Medical image fusion method based on dense block and deep convolutional generative adversarial network.
Neural Comput. Appl.
Cheng Zhao, Tianfu Wang, Baiying Lei
2021 J jnl
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation.
CoRR
Mohammad Hamghalam, Alejandro F. Frangi, Baiying Lei, Amber L. Simpson
2021 — conf
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-modal Glioma Segmentation.
MICCAI (7)
Mohammad Hamghalam, Alejandro F. Frangi, Baiying Lei, Amber L. Simpson
2021 J jnl
Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN.
CoRR
Wen Yu, Baiying Lei, Yanyan Shen, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Michael K. Ng
2021 — conf
Multi-channel Sparse Graph Transformer Network for Early Alzheimer's Disease Identification.
ISBI
Yali Qiu, Shuangzhi Yu, Yanhong Zhou, Dongdong Liu, Xuegang Song, Tianfu Wang, Baiying Lei
2021 — conf
Multi-directional Attention Network for Segmentation of Pediatric Echocardiographic.
PRCV (3)
Zhuo Xiang, Cheng Zhao, Libao Guo, Yali Qiu, Yun Zhu, Peng Yang, Wei Xiong, Mingzhu Li, Minsi Chen, Tianfu Wang, Baiying Lei
2021 — conf
Multi-scale Wavelet Network Algorithm for Pediatric Echocardiographic Segmentation via Feature Fusion.
ISBI
Cheng Zhao, Bei Xia, Libao Guo, Jie Du, Weiling Chen, Tianfu Wang, Baiying Lei
2021 J jnl
Multi-scale wavelet network algorithm for pediatric echocardiographic segmentation via hierarchical feature guided fusion.
Appl. Soft Comput.
Cheng Zhao, Bei Xia, Weiling Chen, Libao Guo, Jie Du, Tianfu Wang, Baiying Lei
2021 — conf
Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction.
PRCV (3)
Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
2021 J jnl
Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction.
CoRR
Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
2021 — conf
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network.
EMBC
Zhiwei Chen, Wenqiang Luo, Qi Zhang, Baiying Lei, Tianfu Wang, Zhong Chen, Yuan Fu, Peidong Guo, Changchuan Li, Teng Ma, Yue Ding, Jiang Liu
2021 — conf
Placental Super Micro-vessels Segmentation Based on ResNeXt with Convolutional Block Attention and U-Net.
EMBC
Minsi Chen, Cheng Zhao, Xiaoxian Tian, Yujian Liu, Tianfu Wang, Baiying Lei
2021 J jnl
Quality evaluation of induced pluripotent stem cell colonies by fusing multi-source features.
Comput. Methods Programs Biomed.
Guanghui Yue, Jinqi Liao, Yongjun Wang, Liangge He, Tianfu Wang, Guangqian Zhou, Baiying Lei
2021 J jnl
SCS-Net: A Scale and Context Sensitive Network for Retinal Vessel Segmentation.
Medical Image Anal.
Huisi Wu, Wei Wang, Jiafu Zhong, Baiying Lei, Zhenkun Wen, Jing Qin
2021 — conf
Selective Learning from External Data for CT Image Segmentation.
MICCAI (1)
Youyi Song, Lequan Yu, Baiying Lei, Kup-Sze Choi, Jing Qin
2021 — conf
Semi-supervised Attention-Guided VNet for Breast Cancer Detection via Multi-task Learning.
ICIG (2)
Yiyao Liu, Yi Yang, Wei Jiang, Tianfu Wang, Baiying Lei
2021 — conf
Semi-supervised Yolo Network for Induced Pluripotent Stem Cells Detection.
ICIG (2)
Xinglie Wang, Jinqi Liao, Guanghui Yue, Liangge He, Mingzhu Li, Enmin Liang, Tianfu Wang, Guangqian Zhou, Baiying Lei
2021 — conf
Structure and Feature Based Graph U-Net for Early Alzheimer's Disease Prediction.
ML-CDS@MICCAI
Yun Zhu, Xuegang Song, Yali Qiu, Chen Zhao, Baiying Lei
2021 A conf
Unsupervised Domain Adaptation Based Image Synthesis and Synergistic Adversarial Learning for Optic Disc and Cup Segmentation.
ICME
Weixin Liu, Haijun Lei, Hai Xie, Benjian Zhao, Baiying Lei
2020 J jnl
A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-Chamber Planes.
IEEE J. Biomed. Health Informatics
Jinbao Dong, Shengfeng Liu, Yimei Liao, Huaxuan Wen, Baiying Lei, Shengli Li, Tianfu Wang
2020 — conf
A Novel End-to-End Hybrid Network for Alzheimer's Disease Detection Using 3D CNN and 3D CLSTM.
ISBI
Zaimin Xia, Guanghui Yue, Yanwu Xu, Chiyu Feng, Mengya Yang, Tianfu Wang, Baiying Lei
2020 J jnl
A deep network for sinogram and CT image reconstruction.
CoRR
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei
2020 J jnl
A model-guided deep network for limited-angle computed tomography.
CoRR
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei
2020 J jnl
AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation.
IEEE Access
Yujin Hu, Bei Xia, Muyi Mao, Zelong Jin, Jie Du, Libao Guo, Alejandro F. Frangi, Baiying Lei, Tianfu Wang
2020 J jnl
AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images.
Neural Networks
Hai Xie, Haijun Lei, Xianlu Zeng, Yejun He, Guozhen Chen, Ahmed Elazab, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
2020 J jnl
Adaptive sparse learning using multi-template for neurodegenerative disease diagnosis.
Medical Image Anal.
Baiying Lei, Yujia Zhao, Zhongwei Huang, Xiaoke Hao, Feng Zhou, Ahmed Elazab, Jing Qin, Haijun Lei
2020 — conf
An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network.
OMIA@MICCAI
Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Hai Xie, Guanghui Yue, Tianfu Wang, Guoming Zhang, Baiying Lei
2020 J jnl
An End-to-End Deep Network for Reconstructing CT Images Directly From Sparse Sinograms.
IEEE Trans. Computational Imaging
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei
2020 J jnl
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis.
CoRR
Shengye Hu, Baiying Lei, Yong Wang, Zhiguang Feng, Yanyan Shen, Shuqiang Wang
2020 — conf
Brain MR to PET Synthesis via Bidirectional Generative Adversarial Network.
MICCAI (2)
Shengye Hu, Yanyan Shen, Shuqiang Wang, Baiying Lei
2020 J jnl
Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network.
CoRR
Shuqiang Wang, Zhuo Chen, Wen Yu, Baiying Lei
2020 J jnl
Breast Cancer Image Classification via Multi-Network Features and Dual-Network Orthogonal Low-Rank Learning.
IEEE Access
Yongjun Wang, Baiying Lei, Ahmed Elazab, Ee-Leng Tan, Wei Wang, Fanglin Huang, Xuehao Gong, Tianfu Wang
2020 — conf
CNN in CT Image Segmentation: Beyond Loss Function for Exploiting Ground Truth Images.
ISBI
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images.
CoRR
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation.
CoRR
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi
2020 J jnl
Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans.
CoRR
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2020 J jnl
Convolutional descriptors aggregation via cross-net for skin lesion recognition.
Appl. Soft Comput.
Zhen Yu, Feng Jiang, Feng Zhou, Xinzi He, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei
2020 J jnl
Deep Spatial-Temporal Feature Fusion From Adaptive Dynamic Functional Connectivity for MCI Identification.
IEEE Trans. Medical Imaging
Yang Li, Jingyu Liu, Zhenyu Tang, Baiying Lei
2020 J jnl
Deep and joint learning of longitudinal data for Alzheimer's disease prediction.
Pattern Recognit.
Baiying Lei, Mengya Yang, Peng Yang, Feng Zhou, Wen Hou, Wenbin Zou, Xia Li, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang
2020 J jnl
Do not forget interaction: Predicting fatality of COVID-19 patients using logistic regression.
CoRR
Feng Zhou, Tao Chen, Baiying Lei
2020 J jnl
Driver fatigue transition prediction in highly automated driving using physiological features.
Expert Syst. Appl.
Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti, Louis Tijerina, Baiying Lei
2020 J jnl
Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain.
CoRR
Senrong You, Yong Liu, Baiying Lei, Shuqiang Wang
2020 J jnl
Fine-grained facial expression analysis using dimensional emotion model.
Neurocomputing
Feng Zhou, Shu Kong, Charless C. Fowlkes, Tao Chen, Baiying Lei
2020 J jnl
GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images.
Neural Networks
Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, Qingmao Hu, Tianfu Wang, Chunqi Chang, Baiying Lei
2020 — conf
Glioma Growth Prediction via Generative Adversarial Learning from Multi-Time Points Magnetic Resonance Images.
EMBC
Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, Tianfu Wang, Baiying Lei, Chunqi Chang
2020 — conf
HBNet: Hybrid Blocks Network for Segmentation of Gastric Tumor from Ordinary CT Images.
ISBI
Yongtao Zhang, Baiying Lei, Chao Fu, Jie Du, Xinjian Zhu, Xiaowei Han, Lei Du, Wenwen Gao, Tianfu Wang, Guolin Ma
2020 J jnl
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation.
CoRR
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2020 A* conf
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Segmentation.
AAAI
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2020 J jnl
High tissue contrast image synthesis via multistage attention-GAN: Application to segmenting brain MR scans.
Neural Networks
Mohammad Hamghalam, Tianfu Wang, Baiying Lei
2020 J jnl
Hybrid descriptor for placental maturity grading.
Multim. Tools Appl.
Baiying Lei, Feng Jiang, Feng Zhou, Dong Ni, Yuan Yao, Siping Chen, Tianfu Wang
2020 — conf
Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease.
MICCAI (7)
Xuegang Song, Alejandro F. Frangi, Xiaohua Xiao, Jiuwen Cao, Tianfu Wang, Baiying Lei
2020 — conf
Learning 3D Features with 2D CNNs via Surface Projection for CT Volume Segmentation.
MICCAI (4)
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 — conf
Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory.
ISBI
Dongdong Liu, Yanwu Xu, Ahmed Elazab, Peng Yang, Wei Wang, Tianfu Wang, Baiying Lei
2020 B conf
Longitudinal Feature Selection and Feature Learning for Parkinson's Disease Diagnosis and Prediction.
ICPR
Zhongwei Huang, Haijun Lei, Shiqi Li, Xiaohua Xiao, Ee-Leng Tan, Baiying Lei
2020 — conf
Multi-level Light U-Net and Atrous Spatial Pyramid Pooling for Optic Disc Segmentation on Fundus Image.
OMIA@MICCAI
Weixin Liu, Haijun Lei, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei
2020 — conf
Multi-scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection.
MICCAI (7)
Shuangzhi Yu, Shuqiang Wang, Xiaohua Xiao, Jiuwen Cao, Guanghui Yue, Dongdong Liu, Tianfu Wang, Yanwu Xu, Baiying Lei
2020 J jnl
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease.
Medical Image Anal.
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang
2020 J jnl
Self-co-attention neural network for anatomy segmentation in whole breast ultrasound.
Medical Image Anal.
Baiying Lei, Shan Huang, Hang Li, Ran Li, Cheng Bian, Yi-Hong Chou, Jie Du, Peng Zhou, Xuehao Gong, Jie-Zhi Cheng
2020 — conf
Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis.
MICCAI (7)
Nina Cheng, Alejandro Frangi, Zhiguo Zhang, Denao Deng, Lihua Zhao, Tianfu Wang, Yichen Wei, Bihan Yu, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Baiying Lei
2020 J jnl
Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation.
Medical Image Anal.
Fanglin Huang, Ee-Leng Tan, Peng Yang, Shan Huang, Le Ou-Yang, Jiuwen Cao, Tianfu Wang, Baiying Lei
2020 B conf
Semi-Supervised GANs with Complementary Generator Pair for Retinopathy Screening.
ICPR
Yingpeng Xie, Qiwei Wan, Hai Xie, Baiying Lei, Ee-Leng Tan, Yanwu Xu
2020 — conf
Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms.
MICCAI (4)
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi
2020 J jnl
Skin lesion segmentation via generative adversarial networks with dual discriminators.
Medical Image Anal.
Baiying Lei, Zaimin Xia, Feng Jiang, Xudong Jiang, Zongyuan Ge, Yanwu Xu, Jie Du, Siping Chen, Tianfu Wang, Shuqiang Wang
2020 — conf
Spatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder.
MICCAI (7)
Peng Yang, Qiong Yang, Wei Zheng, Li Shen, Tianfu Wang, Ziwen Peng, Baiying Lei
2020 — conf
Template-Oriented Multi-task Sparse Low-Rank Learning for Parkinson's Diseases Diagnosis.
PRIME@MICCAI
Zihao Chen, Haijun Lei, Yujia Zhao, Zhongwei Huang, Xiaohua Xiao, Yi Lei, Ee-Leng Tan, Baiying Lei
2020 J jnl
Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment.
CoRR
Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang
2020 — conf
Transforming Intensity Distribution of Brain Lesions Via Conditional Gans for Segmentation.
ISBI
Mohammad Hamghalam, Tianfu Wang, Jie Du, Baiying Lei
2020 — conf
Walking Imagery Evaluation Based on Multi-view Features and Stacked Denoising Auto-encoder Network.
ISBI
Enmin Liang, Ahmed Elazab, Shuang Liang, Qiong Wang, Tianfu Wang, Baiying Lei
2020 — conf
Weakly-Supervised Lesion-Aware and Consistency Regularization for Retinitis Pigmentosa Detection from Ultra-Widefield Images.
OMIA@MICCAI
Benjian Zhao, Haijun Lei, Xianlu Zeng, Jiuwen Cao, Hai Xie, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
2019 J jnl
A Deep Learning Framework for Identifying Zone I in RetCam Images.
IEEE Access
Jinfeng Zhao, Baiying Lei, Zhenquan Wu, Yinsheng Zhang, Yafeng Li, Li Wang, Ruyin Tian, Yi Chen, Dahui Ma, Jiantao Wang, Tianfu Wang, Guozhen Chen, Jian Zeng, Guoming Zhang
2019 — conf
Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network.
OMIA@MICCAI
Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Tianfu Wang, Guoming Zhang, Baiying Lei
2019 — conf
An Improved Object Detection Method for Mitosis Detection.
EMBC
Haijun Lei, Shaomin Liu, Hai Xie, Jong Yih Kuo, Baiying Lei
2019 J jnl
An optimized generic cerebral tumor growth modeling framework by coupling biomechanical and diffusive models with treatment effects.
Appl. Soft Comput.
Ahmed El-Azab, Ahmed M. Anter, Hongmin Bai, Qingmao Hu, Zakir Hussain, Dong Ni, Tianfu Wang, Baiying Lei
2019 — conf
Attention Based Semi-Supervised Dictionary Learning for Diagnosis of Autism Spectrum Disorders.
ICME Workshops
Meng Yang, Qin Zhong, Lin Chen, Fanglin Huang, Baiying Lei
2019 — conf
AttentionNet: Learning Where to Focus via Attention Mechanism for Anatomical Segmentation of Whole Breast Ultrasound Images.
ISBI
Hang Li, Jie-Zhi Cheng, Yi-Hong Chou, Jing Qin, Shan Huang, Baiying Lei
2019 — conf
Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-instance Learning.
OMIA@MICCAI
Guozhen Chen, Jinfeng Zhao, Rugang Zhang, Tianfu Wang, Guoming Zhang, Baiying Lei
2019 — conf
Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans.
BrainLes@MICCAI (1)
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2019 J jnl
Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans.
CoRR
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2019 — conf
Breast Cancer Image Classification via Multi-level Dual-network Features and Sparse Multi-Relation Regularized Learning.
EMBC
Yongjun Wang, Fanglin Huang, Yongtao Zhang, Rugang Zhang, Baiying Lei, Tianfu Wang
2019 — conf
Convolutional 3D to 2D Patch Conversion for Pixel-Wise Glioma Segmentation in MRI Scans.
BrainLes@MICCAI (1)
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2019 J jnl
Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images".
IEEE Trans. Medical Imaging
Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Baiying Lei, Tianfu Wang
2019 — conf
Decision-Augmented Generative Adversarial Network for Skin Lesion Segmentation.
ISBI
Feng Jiang, Feng Zhou, Jing Qin, Tianfu Wang, Baiying Lei
2019 J jnl
Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM.
IEEE Access
Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Feng Zhou, Huoyou Hu, Xiaohua Xiao, Baiying Lei
2019 — conf
Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening.
PRIME@MICCAI
Chiyu Feng, Lili Jin, Chuangyong Xu, Peng Yang, Tianfu Wang, Baiying Lei, Ziwen Peng
2019 J jnl
Deeply supervised full convolution network for HEp-2 specimen image segmentation.
Neurocomputing
Hai Xie, Haijun Lei, Yejun He, Baiying Lei
2019 J jnl
Dense Deconvolutional Network for Skin Lesion Segmentation.
IEEE J. Biomed. Health Informatics
Hang Li, Xinzi He, Feng Zhou, Zhen Yu, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei
2019 — conf
Diagnosis of Parkinson's Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning.
PRIME@MICCAI
Haijun Lei, Hancong Li, Ahmed Elazab, Xuegang Song, Zhongwei Huang, Baiying Lei
2019 — conf
Dual Network Generative Adversarial Networks for Pediatric Echocardiography Segmentation.
SUSI/PIPPI@MICCAI
Libao Guo, Yujin Hu, Baiying Lei, Jie Du, Muyi Mao, Zelong Jin, Bei Xia, Tianfu Wang
2019 — conf
Fully Automatic Pediatric Echocardiography Segmentation Using Deep Convolutional Networks Based on BiSeNet.
EMBC
Yujin Hu, Libao Guo, Baiying Lei, Muyi Mao, Zelong Jin, Ahmed Elazab, Bei Xia, Tianfu Wang
2019 — conf
Graph Convolutional Network Analysis for Mild Cognitive Impairment Prediction.
ISBI
Xin Zhao, Feng Zhou, Le Ou-Yang, Tianfu Wang, Baiying Lei
2019 — conf
JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear Images.
ISBI
Youyi Song, Jing Qin, Baiying Lei, Shengfeng He, Kup-Sze Choi
2019 J jnl
Joint Learning of Multiple Differential Networks With Latent Variables.
IEEE Trans. Cybern.
Le Ou-Yang, Xiao-Fei Zhang, Xing-Ming Zhao, Debby Dan Wang, Fu Lee Wang, Baiying Lei, Hong Yan
2019 — conf
Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data.
EMBC
Mengya Yang, Ahmed El-Azab, Peng Yang, Zaimin Xia, Tianfu Wang, Baiying Lei
2019 — conf
Longitudinal and Multi-modal Data Learning for Parkinson's Disease Diagnosis via Stacked Sparse Auto-encoder.
ISBI
Shiqi Li, Haijun Lei, Feng Zhou, Jamal Gardezi, Baiying Lei
2019 — conf
Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis.
EMBC
Nina Cheng, Ahmed El-Azab, Peng Yang, Dongdong Liu, Shuangzhi Yu, Tianfu Wang, Baiying Lei
2019 J jnl
Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features.
IEEE Trans. Biomed. Eng.
Zhen Yu, Xudong Jiang, Feng Zhou, Jing Qin, Dong Ni, Siping Chen, Baiying Lei, Tianfu Wang
2019 — conf
MelanomaNet: An Effective Network for Melanoma Detection.
EMBC
Rian Huang, Jiajun Liang, Feng Jiang, Feng Zhou, Nina Cheng, Tianfu Wang, Baiying Lei
2019 — conf
Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection.
GLMI@MICCAI
Shuangzhi Yu, Guanghui Yue, Ahmed Elazab, Xuegang Song, Tianfu Wang, Baiying Lei
2019 J jnl
Multi-task learning for quality assessment of fetal head ultrasound images.
Medical Image Anal.
Zehui Lin, Shengli Li, Dong Ni, Yimei Liao, Huaxuan Wen, Jie Du, Siping Chen, Tianfu Wang, Baiying Lei
2019 — conf
Multi-template Based Auto-Weighted Adaptive Structural Learning for ASD Diagnosis.
MLMI@MICCAI
Fanglin Huang, Peng Yang, Shan Huang, Le Ou-Yang, Tianfu Wang, Baiying Lei
2019 J jnl
Multipurpose watermarking scheme via intelligent method and chaotic map.
Multim. Tools Appl.
Baiying Lei, Xin Zhao, Haijun Lei, Dong Ni, Siping Chen, Feng Zhou, Tianfu Wang
2019 J jnl
Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis.
IEEE J. Biomed. Health Informatics
Baiying Lei, Peng Yang, Yinan Zhuo, Feng Zhou, Dong Ni, Siping Chen, Xiaohua Xiao, Tianfu Wang
2019 J jnl
Novel Effective Connectivity Inference Using Ultra-Group Constrained Orthogonal Forward Regression and Elastic Multilayer Perceptron Classifier for MCI Identification.
IEEE Trans. Medical Imaging
Yang Li, Hao Yang, Baiying Lei, Jingyu Liu, Chong-Yaw Wee
2019 — conf
OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning.
GLMI@MICCAI
Peng Yang, Lili Jin, Chuangyong Xu, Tianfu Wang, Baiying Lei, Ziwen Peng
2019 J jnl
Parkinson's Disease Diagnosis via Joint Learning From Multiple Modalities and Relations.
IEEE J. Biomed. Health Informatics
Haijun Lei, Zhongwei Huang, Feng Zhou, Ahmed El-Azab, Ee-Leng Tan, Hancong Li, Jing Qin, Baiying Lei
2019 — conf
Predicting Early Stages of Neurodegenerative Diseases via Multi-task Low-Rank Feature Learning.
MICCAI (4)
Haijun Lei, Yujia Zhao, Baiying Lei
2019 J jnl
Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine.
IEEE J. Biomed. Health Informatics
Haijun Lei, Yuting Wen, Zhuhong You, Ahmed El-Azab, Ee-Leng Tan, Yujia Zhao, Baiying Lei
2019 — conf
Retinopathy Diagnosis Using Semi-supervised Multi-channel Generative Adversarial Network.
OMIA@MICCAI
Yingpeng Xie, Qiwei Wan, Guozhen Chen, Yanwu Xu, Baiying Lei
2019 J jnl
SANet: Superpixel Attention Network for Skin Lesion Attributes Detection.
CoRR
Xinzi He, Baiying Lei, Tianfu Wang
2019 — conf
SPRNet: Automatic Fetal Standard Plane Recognition Network for Ultrasound Images.
SUSI/PIPPI@MICCAI
Jiajun Liang, Rian Huang, Peiyao Kong, Shengli Li, Tianfu Wang, Baiying Lei
2019 — conf
Segmentation Guided HEp-2 Cell Classification with Adversarial Networks.
ComComAP
Hai Xie, Yejun He, Haijun Lei, Jong Yih Kuo, Baiying Lei
2019 J jnl
Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments.
IEEE Trans. Medical Imaging
Youyi Song, Lei Zhu, Jing Qin, Baiying Lei, Bin Sheng, Kup-Sze Choi
2019 — conf
Sparse Low-rank Constrained Adaptive Structure Learning using Multi-template for Autism Spectrum Disorder Diagnosis.
ISBI
Fanglin Huang, Ahmed El-Azab, Le Ou-Yang, Joseph Tan, Tianfu Wang, Baiying Lei
2019 — conf
Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis.
CNI@MICCAI
Zhongwei Huang, Haijun Lei, Guoliang Chen, Shiqi Li, Hancong Li, Ahmed El-Azab, Baiying Lei
2018 — conf
3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis.
PRIME@MICCAI
Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Baiying Lei, Xiaohua Xiao
2018 — conf
A Coupled Modified Reaction Diffusion and Biomechanical Models for Cerebral Tumor Growth Modeling in Presence of Treatment.
EMBC
Ahmed El-Azab, Hongmin Bai, Mengya Yang, Qingmao Hu, Minh Hung Le, Tianfu Wang, Baiying Lei
2018 J jnl
A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition.
IEEE J. Biomed. Health Informatics
Zhen Yu, Ee-Leng Tan, Dong Ni, Jing Qin, Siping Chen, Shengli Li, Baiying Lei, Tianfu Wang
2018 J jnl
A Dense Phase Descriptor for Human Ear Recognition.
IEEE Access
Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Mawloud Guermoui, Esam Othman, Baiying Lei, Awais Mahmood
2018 J jnl
A deeply supervised residual network for HEp-2 cell classification via cross-modal transfer learning.
Pattern Recognit.
Haijun Lei, Tao Han, Feng Zhou, Zhen Yu, Jing Qin, Ahmed El-Azab, Baiying Lei
2018 — conf
Auto-context fully convolutional network for levator hiatus segmentation in ultrasoudn images.
ISBI
Na Wang, Yi Wang, Huifang Wang, Baiying Lei, Tianfu Wang, Dong Ni
2018 A* conf
Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments.
AAAI
Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi
2018 J jnl
Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting.
IEEE J. Biomed. Health Informatics
Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li, Dong Ni
2018 — conf
Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense Networks.
DATRA/PIPPI@MICCAI
Peiyao Kong, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei
2018 B conf
Deeply Supervised Residual Network for HEp-2 Cell Classification.
ICPR
Hai Xie, Yejun He, Haijun Lei, Tao Han, Zhen Yu, Baiying Lei
2018 J jnl
Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model.
CoRR
Feng Zhou, Shu Kong, Charless C. Fowlkes, Tao Chen, Baiying Lei
2018 — conf
Join and Deep Ensemble Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal and Incomplete Data
EMBC
Mengya Yang, Peng Yang, Ahmed El-Azab, Wen Hou, Xia Li, Tianfu Wang, Wenbin Zou, Baiying Lei
2018 — conf
Longitudinal and Multi-modal Data Learning via Joint Embedding and Sparse Regression for Parkinson's Disease Diagnosis.
MLMI@MICCAI
Haijun Lei, Zhongwei Huang, Ahmed El-Azab, Hancong Li, Baiying Lei
2018 — conf
Longitudinal and multi-modal data learning for Parkinson's disease diagnosis.
ISBI
Zhongwei Huang, Haijun Lei, Yujia Zhao, Feng Zhou, Jin Yan, Ahmed El-Azab, Baiying Lei
2018 J jnl
Macroscopic Cerebral Tumor Growth Modeling From Medical Images: A Review.
IEEE Access
Ahmed El-Azab, Yousry M. AbdulAzeem, Ahmed M. Anter, Qingmao Hu, Tianfu Wang, Baiying Lei
2018 B conf
Multi-classification of Parkinson's Disease via Sparse Low-Rank Learning.
ICPR
Haijun Lei, Yujia Zhao, Zhongwei Huang, Feng Zhou, Limin Huang, Baiying Lei
2018 — conf
Multi-task Sparse Low-Rank Learning for Multi-classification of Parkinson's Disease.
DLMIA/ML-CDS@MICCAI
Haijun Lei, Yujia Zhao, Baiying Lei
2018 — conf
Placental maturity grading via hybrid descriptors based on fisher vector.
ISBI
Feng Jiang, Dong Ni, Siping Chen, Yuan Yao, Minh Hung Le, Tianfu Wang, Baiying Lei
2018 — conf
Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN.
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
Zehui Lin, Minh Hung Le, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei
2018 J jnl
Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder-decoder network.
Neurocomputing
Baiying Lei, Shan Huang, Ran Li, Cheng Bian, Hang Li, Yi-Hong Chou, Jie-Zhi Cheng
2018 B conf
Skin Lesion Segmentation via Dense Connected Deconvolutional Network.
ICPR
Hang Li, Xinzi He, Zhen Yu, Feng Zhou, Jie-Zhi Cheng, Limin Huang, Tianfu Wang, Baiying Lei
2017 C conf
Adaptive Sparse Learning for Neurodegenerative Disease Classification.
ISM
Haijun Lei, Yujia Zhao, Yuting Wen, Baiying Lei
2017 C conf
Cross-Modal Transfer Learning for HEp-2 Cell Classification Based on Deep Residual Network.
ISM
Haijun Lei, Tao Han, Weifeng Huang, Jong Yih Kuo, Zhen Yu, Xinzi He, Baiying Lei
2017 C conf
Performance Evaluation of Walking Imagery Training Based on Virtual Environment in Brain-Computer Interfaces.
ISM
Xiaolu Liu, Shuang Liang, Wenlong Hang, Baiying Lei, Qiong Wang, Jing Qin, Kup-Sze Choi
2017 — conf
Skin Lesion Segmentation via Deep RefineNet.
DLMIA/ML-CDS@MICCAI
Xinzi He, Zhen Yu, Tianfu Wang, Baiying Lei
2017 C conf
Using Stacked Denoising Autoencoder for the Student Dropout Prediction.
ISM
Jong Yih Kuo, Chia Wei Pan, Baiying Lei
2016 J jnl
Robust scream sound detection via sound event partitioning.
Multim. Tools Appl.
Baiying Lei, Man-Wai Mak
2014 — conf
A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei.
EMBC
Youyi Song, Ling Zhang, Siping Chen, Dong Ni, Baopu Li, Yongjing Zhou, Baiying Lei, Tianfu Wang
2014 — conf
Automatic grading of placental maturity based on LIOP and fisher vector.
EMBC
Baiying Lei, Xinyao Li, Yuan Yao, Shengli Li, Siping Chen, Yongjin Zhou, Dong Ni, Tianfu Wang
2014 J jnl
Content-based classification of breath sound with enhanced features.
Neurocomputing
Baiying Lei, Shah Atiqur Rahman, Insu Song
2014 — conf
Sound-event partitioning and feature normalization for robust sound-event detection.
DSP
Baiying Lei, Man-Wai Mak
2013 J jnl
Robust and secure watermarking scheme for breath sound.
J. Syst. Softw.
Baiying Lei, Insu Song, Shah Atiqur Rahman
2012 B conf
Optimal watermarking scheme for breath sound.
IJCNN
Baiying Lei, Insu Song, Shah Atiqur Rahman
2007 J jnl
Embedded Software Optimization for AVS-P7 Decoder Real-time Implementation on RISC Core.
IEEE Trans. Consumer Electron.
Baiying Lei, Wenguang Jin, Jiwei Hu, Xiaodong Zhang