publications

Please see the Google Scholar page for the most recent updates.

2026

  1. Preprint
    Group-regularized matrix factorization for fast and reliable module discovery in pan-omics pan-cancer studies
    Park, JY, and MacDonald, PW
    arXiv 2026
    DOI Software
  2. Preprint
    Boosting multi-view association testing via devariation
    Pan, R, He, Y, and Park, JY
    arXiv 2026
    DOI Software
  3. Preprint
    Impact of cognitive remediation combined with transcranial direct current stimulation on gray matter macrostructure and microstructure in older adults at risk for Alzheimer’s dementia
    Chen, Y, Rajji, TK, Zhukovsky, P, Abdulrasul, H, Fischer, CE, Flint, AJ, Herrmann, N, Ho, NCW, Lanctot, K, Lee, A, Ma, C, Mah, L, Mansour, S, Pan, R, Park, JY, Pollock, BG, Mulsant, BH, and Voineskos, A
    2026
  4. Article
    Sparse covariate-driven factorization of high-dimensional brain connectivity with application to site effect correction
    Zhang, R, Tuzhilina, E, and Park, JY
    Biostatistics (in press) 2026
    DOI Software Poster
  5. Article
    Rank-adaptive covariance testing with applications to genomics and neuroimaging
    Veitch, D, He, Y, and Park, JY
    Biometrics 2026
    DOI Software

2025

  1. Article
    Mapping individual differences in intermodal coupling in neurodevelopment
    Pan, R, Weinstein, SM, Tu, D, Hu, F, Tanriverdi, B, Zhang, R, Vandekar, SN, Baller, EB, Gur, RC, Gur, RE, Alexander-Bloch, AF, Satterthwaite, TD, and Park, JY
    Imaging Neuroscience 2025
    DOI Software Poster
  2. Article
    Leveraging multimodal neuroimaging and GWAS for identifying modality-level causal pathways to Alzheimer’s disease
    Tian, Y, Felsky, D, Gronsbell, J, and Park, JY
    Imaging Neuroscience 2025
    DOI Software

2024

  1. Article
    SAN: mitigating spatial covariance heterogeneity in cortical thickness data collected from multiple scanners or sites
    Zhang, R, Chen, L, Oliver, LD, Voineskos, AN, and Park, JY
    Human Brain Mapping 2024
    DOI Software
  2. Article
    Spatial-extent inference for testing variance components in reliability and heritability studies
    Pan, R, Dickie, EW, Hawco, C, Reid, R, Voineskos, AN, and Park, JY
    Imaging Neuroscience 2024
    DOI Software

2023

  1. Article
    RELIEF: a structured multivariate approach for removal of latent inter-scanner effects
    Zhang, R, Oliver, LD, Voineskos, AN, and Park, JY
    Imaging Neuroscience 2023
    DOI Software
  2. Article
    Single voxel autocorrelation uncovers gradients of temporal dynamics in the hippocampus and entorhinal cortex during rest and navigation
    Bouffard, NR, Golestani, A, Brunec, IK, Bellana, B, Park, JY, Barense, MD, and Moscovitch, M
    Cerebral Cortex 2023
    DOI

2022

  1. Article
    Spatially-enhanced clusterwise inference for testing and localizing intermodal correspondence
    Weinstein, SM, Vandekar, SN, Baller, EB, Tu, D, Adebimpe, A, Tapera, TM, Gur, RC, Gur, RE, Detre, JA, Raznahan, A, Alexander-Bloch, AF, Satterthwaite, TD, Shinohara, RT, and Park, JY
    NeuroImage 2022
    DOI Software
  2. Article
    CLEAN: Leveraging spatial autocorrelation in neuroimaging data in clusterwise inference
    Park, JY, and Fiecas, M
    NeuroImage 2022
    DOI Software Poster
  3. Article
    Bidimensional linked matrix factorization for pan-omics pan-cancer analysis
    Lock, EF, Park, JY, and Hoadley, KA
    The Annals of Applied Statistics 2022
    DOI Software

2021

  1. Article
    Permutation-based inference for spatially localized signals in longitudinal MRI data
    Park, JY, and Fiecas, M
    NeuroImage 2021
    DOI Software

2020

  1. Article
    Semiparametric modeling of time-varying activation and connectivity in task-based fMRI data
    Park, JY, Polzehl, J, Chatterjee, S, Brechmann, A, and Fiecas, M
    Computational Statistics & Data Analysis 2020
    DOI Software
  2. Article
    Integrative factorization of bidimensionally linked matrices
    Park, JY, and Lock, EF
    Biometrics 2020
    DOI Software

2018

  1. Article
    An adaptive gene-based test for methylation data
    Wu, C, Park, JY, Guan, W, and Pan, W
    In BMC Proceedings 2018
    DOI
  2. Article
    An adaptive gene-level association test for pedigree data
    Park, JY, Wu, C, and Pan, W
    BMC Genetics 2018
    DOI
  3. Article
    Adaptive SNP-set association testing in generalized linear mixed models with application to family studies
    Park, JY, Wu, C, Basu, S, McGue, M, and Pan, W
    Behavior Genetics 2018
    DOI