Kefei Liu
Orcid: 0000-0003-0737-9976Affiliations:
- University of Pennsylvania, The Perelman School of Medicine, USA
According to our database1,
Kefei Liu
authored at least 50 papers
between 2009 and 2022.
Collaborative distances:
Collaborative distances:
Timeline
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on orcid.org
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Bibliography
2022
Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics.
Medical Image Anal., 2022
Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment.
BMC Bioinform., 2022
Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer's Disease.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Multi-Task Sparse Canonical Correlation Analysis with Application to Multi-Modal Brain Imaging Genetics.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
A structural enriched functional network: An application to predict brain cognitive performance.
Medical Image Anal., 2021
2020
Associating Multi-Modal Brain Imaging Phenotypes and Genetic Risk Factors via a Dirty Multi-Task Learning Method.
IEEE Trans. Medical Imaging, 2020
Detecting genetic associations with brain imaging phenotypes in Alzheimer's disease via a novel structured SCCA approach.
Medical Image Anal., 2020
Identifying diagnosis-specific genotype-phenotype associations via joint multitask sparse canonical correlation analysis and classification.
Bioinform., 2020
Structural Connectivity Enriched Functional Brain Network Using Simplex Regression with GraphNet.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
Polygenic mediation analysis of Alzheimer's disease implicated intermediate amyloid imaging phenotypes.
Proceedings of the AMIA 2020, 2020
2019
A Unified Model for Joint Normalization and Differential Gene Expression Detection in RNA-Seq Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
Joint between-sample normalization and differential expression detection through ℓ 0-regularized regression.
BMC Bioinform., 2019
Identifying progressive imaging genetic patterns via multi-task sparse canonical correlation analysis: a longitudinal study of the ADNI cohort.
Bioinform., 2019
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Diagnosis Status Guided Brain Imaging Genetics Via Integrated Regression And Sparse Canonical Correlation Analysis.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
A novel SCCA approach via truncated ℓ1-norm and truncated group lasso for brain imaging genetics.
Bioinform., 2018
Joint exploration and mining of memory-relevant brain anatomic and connectomic patterns via a three-way association model.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Fast Multi-Task SCCA Learning with Feature Selection for Multi-Modal Brain Imaging Genetics.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Digit. Signal Process., 2017
Tissue-specific network-based genome wide study of amygdala imaging phenotypes to identify functional interaction modules.
Bioinform., 2017
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017
Predicting Interrelated Alzheimer's Disease Outcomes via New Self-learned Structured Low-Rank Model.
Proceedings of the Information Processing in Medical Imaging, 2017
Identifying Associations Between Brain Imaging Phenotypes and Genetic Factors via a Novel Structured SCCA Approach.
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Bayesian Information Criterion for Source Enumeration in Large-Scale Adaptive Antenna Array.
IEEE Trans. Veh. Technol., 2016
Digit. Signal Process., 2016
Detection of number of components in CANDECOMP/PARAFAC models via minimum description length.
Digit. Signal Process., 2016
Sparse Canonical Correlation Analysis via truncated ℓ1-norm with application to brain imaging genetics.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
An Eigenvalue-Moment-Ratio Approach to Blind Spectrum Sensing for Cognitive Radio Under Sample-Starving Environment.
IEEE Trans. Veh. Technol., 2015
2014
Evaluation of Space-Time-Frequency (STF)-Coded MIMO-OFDM Systems in Realistic Channel Models.
Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014
2013
Semi-Blind Receivers for Joint Symbol and Channel Estimation in Space-Time-Frequency MIMO-OFDM Systems.
IEEE Trans. Signal Process., 2013
Signal Process., 2013
Multidimensional prewhitening for enhanced signal reconstruction and parameter estimation in colored noise with Kronecker correlation structure.
Signal Process., 2013
Efficient source enumeration for accurate direction-of-arrival estimation in threshold region.
Digit. Signal Process., 2013
3-D Unitary ESPRIT: Accurate attitude estimation for unmanned aerial vehicles with a hexagon-shaped ESPAR array.
Digit. Signal Process., 2013
Proceedings of the 17th International ITG Workshop on Smart Antennas, 2013
Core consistency diagnostic aided by reconstruction error for accurate enumeration of the number of components in parafac models.
Proceedings of the IEEE International Conference on Acoustics, 2013
On the use of order selection rules for accurate parameter estimation in threshold region.
Proceedings of the 21st European Signal Processing Conference, 2013
Iterative prewhitening for multidimensional harmonic retrieval: New variants and comparative study.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
2012
Improved landing radio altimeter for unmanned aerial vehicles based on an antenna array.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Efficient minimization for dictionary based sparse representation and signal recovery.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
2009
IEICE Electron. Express, 2009