Lei Du - Publications, H-index & Citations

Lei Du

northwestern polytechnical university

18H指数

108论文数

1.3K被引数

收录论文 22

发表时间

Realizing scalable conditional operations through auxiliary energy levels

Science China-Information Sciences

IF7.6

2026-08-12

PREAI

Sheng Zhang; Peng Duan; Yun-Jie Wang; Tian-Le Wang; Peng Wang; Ren-Ze Zhao; Xiao-Yan Yang; Ze-An Zhao; Hai-Feng Zhang; Zhi-Fei Li; Yuan Wu; Hao-Ran Tao; Liang-Liang Guo; Lei Du; Chi Zhang; Zhi-Long Jia; Wei-Cheng Kong; Zhao-Yun Chen; Zhuo-Zhi Zhang; Xiang-Xiang Song; Yu-Chun Wu; Guo-Ping Guo

TSCANet: A temporal and spatial cross-averaged network for EEG-based momentary emotion recognition TSCANet：一种用于基于EEG的瞬时情绪识别的时域与空域交叉平均网络

Biomedical Signal Processing and Control

IF4.9

2025-10-25

PREAI

Fayang Xiang; Hui Zeng; Bing An; Du Lei; Feng Liu; Xinke Li

Toward Trustworthy Multi-View Representation With Fine-Grained Explainability Embeddings

IEEE Transactions on Medical Imaging

IF9.8

2025-09-15

PREAI

Jin Zhang; Yan Yang; Muheng Shang; Lei Guo; Daoqiang Zhang; Lei Du; for the Alzheimer’s Disease Neuroimaging Initiative

Trustworthy causal biomarker discovery: a multiomics brain imaging genetics-based approach 可靠因果关系生物标志物发现：基于多组学脑影像遗传学的方法

BIOINFORMATICS

IF5.4

2025-07-01

PREAI

Zhang, Jin; Yang, Yan; Shang, Muheng; Guo, Lei; Zhang, Daoqiang; Du, Lei

A Multi-Task Deep Feature Selection Method for Brain Imaging Genetics

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2024-11-01

OAAI

Yu, Chenglin; Zhang, Shu; Shang, Muheng; Guo, Lei; Han, Junwei; Du, Lei

Identification of Genetic Risk Factors Based on Disease Progression Derived From Longitudinal Brain Imaging Phenotypes

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-03-01

PREAI

Du, Lei; Zhao, Ying; Zhang, Jianting; Shang, Muheng; Zhang, Jin; Han, Junwei

Modeling genotype-protein interaction and correlation for Alzheimer's disease: a multi-omics imaging genetics study

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-02-12

OAAI

Zhang, Jin; Ma, Zikang; Yang, Yan; Guo, Lei; Du, Lei

Innovative Neuroimaging Biomarker Distinction of Major Depressive Disorder and Bipolar Disorder through Structural Connectome Analysis and Machine Learning Models

DIAGNOSTICS

IF3.3

2024-02-10

OAAI

Huang, Yang; Zhang, Jingbo; He, Kewei; Mo, Xue; Yu, Renqiang; Min, Jing; Zhu, Tong; Ma, Yunfeng; He, Xiangqian; Lv, Fajin; Lei, Du; Liu, Mengqi

inMTSCCA: An Integrated Multi-task Sparse Canonical Correlation Analysis for Multi-omic Brain Imaging Genetics inMTSCCA: 用于多组学脑成像遗传学的集成多任务稀疏典型相关分析

GENOMICS PROTEOMICS & BIOINFORMATICS

IF7.9

2023-07-11

OAAI

Du, Lei; Zhang, Jin; Zhao, Ying; Shang, Muheng; Guo, Lei; Han, Junwei

A multi-task SCCA method for brain imaging genetics and its application in neurodegenerative diseases

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-04-01

PREAI

Zhang, Xin; Hao, Yipeng; Zhang, Jin; Ji, Yanuo; Zou, Shihong; Zhao, Shijie; Xie, Songyun; Du, Lei

Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification 用于多模态脑成像关联识别的自适应结构化稀疏多视图典型相关分析

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2023-02-03

PREAI

Du, Lei; Wang, Huiai; Zhang, Jin; Zhang, Shu; Guo, Lei; Han, Junwei

Joint Analysis of Functional and Structural Connectomes Between Preterm and Term Infant Brains via Canonical Correlation Analysis With Locality Preserving Projection

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-10-06

OAAI

Zhang, Shu; He, Zhibin; Du, Lei; Zhang, Yin; Yu, Sigang; Wang, Ruoyang; Hu, Xintao; Jiang, Xi; Zhang, Tuo

Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis (vol 70, pg 1, 2021)

MEDICAL IMAGE ANALYSIS

IF11.8

2021-08-01

PREAI

Du, Lei; Zhang, Jin; Liu, Fang; Wang, Huiai; Guo, Lei; Han, Junwei

Advancements in 5G New Radio TDD Cross Link Interference Mitigation

IEEE WIRELESS COMMUNICATIONS

IF11.5

2021-08-01

PREAI

Pedersen, Klaus; Esswie, Ali; Lei, Du; Harrebek, Johannes; Yuk, Youngsoo; Selvaganapathy, Srinivasan; Helmers, Hakon

Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis

MEDICAL IMAGE ANALYSIS

IF11.8

2021-05-01

OAAI

Du, Lei; Zhang, Jin; Liu, Fang; Wang, Huiai; Guo, Lei; Han, Junwei

Multi-Task Sparse Canonical Correlation Analysis with Application to Multi-Modal Brain Imaging Genetics

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2021-01-01

OAAI

Du, Lei; Liu, Kefei; Yao, Xiaohui; Risacher, Shannon L.; Han, Junwei; Saykin, Andrew J.; Guo, Lei; Shen, Li

Associating Multi-Modal Brain Imaging Phenotypes and Genetic Risk Factors via a Dirty Multi-Task Learning Method 通过肮脏的多任务学习方法将多模态脑成像表型与遗传危险因素相关联

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-11-01

OAAI

Du, Lei; Liu, Fang; Liu, Kefei; Yao, Xiaohui; Risacher, Shannon L.; Han, Junwei; Saykin, Andrew J.; Shen, Li

Detecting genetic associations with brain imaging phenotypes in Alzheimer's disease via a novel structured SCCA approach

MEDICAL IMAGE ANALYSIS

IF11.8

2020-04-01

OAAI

Du, Lei; Liu, Kefei; Yao, Xiaohui; Risacher, Shannon L.; Han, Junwei; Saykin, Andrew J.; Guo, Lei; Shen, Li

Pattern Discovery in Brain Imaging Genetics via SCCA Modeling with a Generic Non-convex Penalty

SCIENTIFIC REPORTS

IF3.9

2017-10-25

OAAI

Du, Lei; Liu, Kefei; Yao, Xiaohui; Yan, Jingwen; Risacher, Shannon L.; Han, Junwei; Guo, Lei; Saykin, Andrew J.; Shen, Li

Mining Outcome-relevant Brain Imaging Genetic Associations via Three-way Sparse Canonical Correlation Analysis in Alzheimer's Disease

SCIENTIFIC REPORTS

IF3.9

2017-03-14

OAAI

Hao, Xiaoke; Li, Chanxiu; Du, Lei; Yao, Xiaohui; Yan, Jingwen; Risacher, Shannon L.; Saykin, Andrew J.; Shen, Li; Zhang, Daoqiang

研究方向