publications

For the latest updates, please visit my Google Scholar.

2025

  1. Preprint
    CoReg: Co-Expression Network Multivariate Regression
    H. Lee, Y. Pan, ADNI, and S. Chen
    Submitted to Bioinformatics, 2025
    DOI
  2. Preprint
    Multivariate Regression with Dependence Structures: Evaluating Associations between Plasma Metabolomics and Alcohol Intake in Older Adults
    Y. Yang, C. Chen, H. Lee, M. Wang, Y. Zhang, and 1 more author
    Revision Submitted to Statistics in Medicine, 2025
    DOI
  3. Fast autoregressive model for multivariate dependent outcomes with application to lipidomics analysis for Alzheimer’s disease and APOE-ε4
    H. Lee, Z. Ye, C. Chen, P. Kochunov, L. E. Hong, and 1 more author
    Computational Statistics & Data Analysis, 2025
    DOI
  4. Systematic Bias of Machine Learning Regression Models and Correction
    H. Lee and S. Chen
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025
    DOI
  5. Extrinsic kernel ridge regression classifier for Kendall’s planar shape space
    H. Lee and V. Patrangenaru
    Pattern Recognition, 2025
    DOI
  6. Adherence to life’s essential 8 is associated with delayed white matter aging
    L. Feng, Z. Ye, Y. Pan, R. G. McCoy, B. D. Mitchell, and 16 more authors
    eBioMedicine, 2025
    DOI

2024

  1. dCCA: detecting differential covariation patterns between two types of high-throughput omics data
    H. Lee, T. Ma, H. Ke, Z. Ye, and S. Chen
    Briefings in Bioinformatics, 2024
    DOI
  2. A new multiple-mediator model maximally uncovering the mediation pathway: Evaluating the role of neuroimaging measures in age-related cognitive decline
    H. Lee, C. Chen, P. Kochunov, L. E. Hong, and S. Chen
    Annals of Applied Statistics, 2024
    DOI
  3. Pathological claustrum activity drives aberrant cognitive network processing in human chronic pain
    B. W. Stewart, M. L. Keaser, H. Lee, Margerison S. M., M. A. Cormie, and 5 more authors
    Current Biology, 2024
    DOI
  4. BNPower: a power calculation tool for data-driven network analysis for whole-brain connectome data
    C. Bi, T. Nichols, H. Lee, Y. Yang, Z. Ye, and 4 more authors
    Imaging Neuroscience, 2024
    DOI
  5. Tobacco Smoking Functional Networks: A Whole-Brain Connectome Analysis in 24,539 Individuals
    Y. Pan, C. Bi, Z. Ye, H. Lee, J. Yu, and 5 more authors
    Nicotine & Tobacco Research, 2024
    DOI
  6. Brain-wide functional connectome analysis of 40,000 individuals reveals brain networks that show aging effects in older adults
    Y. Pan, C. Bi, P. Kochunov, M. Shardell, J. C. Smith, and 16 more authors
    Imaging Neuroscience, 2024
    DOI

2023

  1. Test for Homogeneity of Random Objects on Manifolds with Applications to Biological Shape Analysis
    R. Guo, H. Lee, and V. Patrangenaru
    Sankhya A, 2023
    DOI

2022

  1. Modeling multivariate age-related imaging variables with dependencies
    H. Lee, C. Chen, P. Kochunov, E. L. Hong, and S. Chen
    Statistics in Medicine, 2022
    DOI