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Kefei Liu

Detecting genetic associations with brain imaging phenotypes in Alzheimer’s disease via a novel structured SCCA approach
2020 · Lei Du, Kefei Liu, et al. · Medical Image Analysis · 88
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Detection of number of components in CANDECOMP/PARAFAC models via minimum description length
2016 · Kefei Liu, João Paulo C.L. da Costa, et al. · Digital Signal Processing · 71
An Eigenvalue-Moment-Ratio Approach to Blind Spectrum Sensing for Cognitive Radio Under Sample-Starving Environment
2014 · Lei Huang, Jun Fang, et al. · IEEE Transactions on Vehicular Technology · 68
Identifying progressive imaging genetic patterns via multi-task sparse canonical correlation analysis: a longitudinal study of the ADNI cohort
2019 · Lei Du, Kefei Liu, et al. · Bioinformatics · 58
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Semi-Blind Receivers for Joint Symbol and Channel Estimation in Space-Time-Frequency MIMO-OFDM Systems
2013 · Kefei Liu, Joao Paulo C. L. da Costa, et al. · IEEE Transactions on Signal Processing · 55
Bayesian Information Criterion for Source Enumeration in Large-Scale Adaptive Antenna Array
2015 · Lei Huang, Yuhang Xiao, et al. · IEEE Transactions on Vehicular Technology · 51
Associating Multi-Modal Brain Imaging Phenotypes and Genetic Risk Factors via a Dirty Multi-Task Learning Method
2020 · Lei Du, Fang Liu, et al. · IEEE Transactions on Medical Imaging · 48
Multi-Task Sparse Canonical Correlation Analysis with Application to Multi-Modal Brain Imaging Genetics
2019 · Lei Du, Kefei Liu, et al. · IEEE Transactions on Computational Biology and Bioinformatics · 47
A novel SCCA approach via truncated ℓ 1-norm and truncated group lasso for brain imaging genetics
2017 · Lei Du, Kefei Liu, et al. · Bioinformatics · 41
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Identifying diagnosis-specific genotype–phenotype associations via joint multitask sparse canonical correlation analysis and classification
2020 · Lei Du, Fang Liu, et al. · Bioinformatics · 38
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Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics
2021 · Mansu Kim, Eun Jeong Min, et al. · Medical Image Analysis · 29
A structural enriched functional network: An application to predict brain cognitive performance
2021 · Mansu Kim, Jingxuan Bao, et al. · Medical Image Analysis · 25
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Tissue-specific network-based genome wide study of amygdala imaging phenotypes to identify functional interaction modules
2017 · Xiaohui Yao, Jingwen Yan, et al. · Bioinformatics · 25
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Multidimensional prewhitening for enhanced signal reconstruction and parameter estimation in colored noise with Kronecker correlation structure
2013 · João Paulo C.L. da Costa, Kefei Liu, et al. · Signal Processing · 21
Fast Multi-Task SCCA Learning with Feature Selection for Multi-Modal Brain Imaging Genetics
2018 · Lei Du, Kefei Liu, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 19
Core consistency diagnostic aided by reconstruction error for accurate enumeration of the number of components in parafac models
2013 · Kefei Liu, H.C. So, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 17
Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment
2022 · Yixue Feng, Mansu Kim, et al. · BMC Bioinformatics · 16
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Identifying Associations Between Brain Imaging Phenotypes and Genetic Factors via a Novel Structured SCCA Approach
2017 · Lei Du, Tuo Zhang, et al. · Lecture notes in computer science · 16
Diagnosis Status Guided Brain Imaging Genetics Via Integrated Regression And Sparse Canonical Correlation Analysis
2019 · Lei Du, Kefei Liu, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 13
A Unified Model for Joint Normalization and Differential Gene Expression Detection in RNA-Seq Data
2018 · Kefei Liu, Jieping Ye, et al. · IEEE Transactions on Computational Biology and Bioinformatics · 13
Pattern Discovery in Brain Imaging Genetics via SCCA Modeling with a Generic Non-convex Penalty
2017 · Lei Du, Kefei Liu, et al. · Scientific Reports · 12
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A multi-dimensional model order selection criterion with improved identifiability
2012 · Kefei Liu, H.C. So, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 12
Polygenic mediation analysis of Alzheimer's disease implicated intermediate amyloid imaging phenotypes.
2020 · Eng Yingxuan, Xiaohui Yao, et al. · PubMed Central · 11
Antenna Array Based Positioning Scheme for Unmanned Aerial Vehicles
2013 · Marco A. M. Marinho, Ronaldo S. Ferreira, et al. · International ITG Workshop on Smart Antennas · 11
Subspace techniques for multidimensional model order selection in colored noise
2013 · Kefei Liu, João Paulo C.L. da Costa, et al. · Signal Processing · 11
Works count: 92
Citation count: 943
H-index: 16
I10-index: 25
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