Lei Du - Publications, H-index & Citations

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Lei Du

northwestern polytechnical university

18H-index

108Paper Count

1.3KCitation Count

Published Papers 22

Publication Date

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

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TSCANet: A temporal and spatial cross-averaged network for EEG-based momentary emotion recognition

Biomedical Signal Processing and Control

IF4.9

2025-10-25

PREAI

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

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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

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Trustworthy causal biomarker discovery: a multiomics brain imaging genetics-based approach

BIOINFORMATICS

IF5.4

2025-07-01

PREAI

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

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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

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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

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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

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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

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inMTSCCA: An Integrated Multi-task Sparse Canonical Correlation Analysis for Multi-omic Brain Imaging Genetics

GENOMICS PROTEOMICS & BIOINFORMATICS

IF7.9

2023-07-11

OAAI

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

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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

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Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2023-02-03

PREAI

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

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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

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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

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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

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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

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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

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Associating Multi-Modal Brain Imaging Phenotypes and Genetic Risk Factors via a Dirty Multi-Task Learning Method

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

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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

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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

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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

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Research Directions