*Lee served as the first and/or corresponding author.
Dai R, Li R, Lee S, Liu Y. Controlling false discovery rate for mediator selection in high-dimensional data. Biometrics. 2024 Jul 1;80(3). doi: 10.1093/biomtc/ujae064
Li R, Zhu X, *Lee S. Model Selection for Exposure-Mediator Interaction. Data Sci Sci.2024;3(1). doi: 10.1080/26941899.2024.2360892. Epub 2024 Jun 16. PubMed PMID: 38947225; PubMed Central PMCID: PMC11210705.
Kim YG, Ravid O, Zheng X, Kim Y, Neria Y, Lee S, He X, Zhu X. Explaining deep learning-based representations of resting state functional connectivity data: focusing on interpreting nonlinear patterns in autism spectrum disorder. Front Psychiatry. 2024;15:1397093. doi: 10.3389/fpsyt.2024.1397093. eCollection 2024. PubMed PMID: 38832332; PubMed Central PMCID: PMC11145064.
Coors A, *Lee S, Gazes Y, Gacheru M, Habeck C, Stern Y. Brain reserve affects the expression of cognitive reserve networks. Hum Brain Mapp. 2024 Apr;45(5):e26658. doi: 10.1002/hbm.26658.
Shared first authorship.
Zhang A, Wengler K, Zhu X, Horga G, Goldberg TE, Lee S. Altered Hierarchical Gradients of Intrinsic Neural Timescales in Mild Cognitive Impairment and Alzheimer's Disease. J Neurosci. 2024 Jun 19;44(25). doi: 10.1523/JNEUROSCI.2024-23.2024. PubMed PMID: 38658167; PubMed Central PMCID: PMC11209657.
Zhang A, Pagliaccio D, Marsh R, *Lee S. Decoding Age-specific Changes in Brain Functional Connectivity Using a Sliding-window Based Clustering Method. Published online September 28, 2023. bioRxiv doi:10.1101/2022.09.27.509677
Luna A, Wu Q, Zhu X, Ryu H, Marsh R, *Lee S. Psycniatric Comorbidity and structural brain features in the adolescent brain and cognitive development cohort: a cross-sectional US population-based study. Published online September 20, 2023. medRxiv doi:10.1101/2023.09.20.23295866
Argiris G, Stern Y, Lee S, Ryu H, Habeck C. Simple Topological Task-Based Functional Connectivity Features Predict Longitudinal Behavioral Change of Fluid Reasoning in the RANN Cohort. Neuroimage.2023 Jun 19;:120237. doi: 10.1016/j.neuroimage.2023.120237. [Epub ahead of print] PubMed PMID: 37343735.
Ryu H, Habeck C, Stern Y, *Lee S. Persistent homology-based functional connectivity and its association with cognitive ability: Life-span study. Hum Brain Mapp. 2023 Apr 17;. doi: 10.1002/hbm.26304. PubMed PMID: 37067099.
*Lee S, J Choi, Z Fang, FDB Bowman. Longitudinal Canonical Correlation Analysis, 2023, In press, JRSS-C
Jiang M, Lee S, O'Malley AJ, Stern Y, Li Z. A novel causal mediation analysis approach for zero-inflated mediators. Stat Med. 2023 Apr 18;. doi: 10.1002/sim.9689. PubMed PMID: 37071977.
Pouwels PJW, Vriend C, Liu F, de Joode NT, Otaduy MCG, Pastorello B, Robertson FC, Venkatasubramanian G, Ipser J, Lee S, Batistuzzo MC, Hoexter MQ, Lochner C, Miguel EC, Narayanaswamy JC, Rao R, Janardhan Reddy YC, Shavitt RG, Sheshachala K, Stein DJ, van Balkom AJLM, Wall M, Simpson HB, van den Heuvel OA. Global multi-center and multi-modal magnetic resonance imaging study of obsessive-compulsive disorder: Harmonization and monitoring of protocols in healthy volunteers and phantoms. Int J Methods Psychiatr Res. 2022 Aug 15;:e1931. doi: 10.1002/mpr.1931. [Epub ahead of print] PubMed PMID: 35971639.
Zhu X, Liu Y, Habeck CG, Stern Y, *Lee S, For-The-Alzheimer's-Disease-Neuroimaging-Initiative.Transfer Learning for Cognitive Reserve Quantification. Neuroimage. 2022 Jun 3;:119353. doi: 10.1016/j.neuroimage.2022.119353. [Epub ahead of print] PubMed PMID: 35667639.
Varangis E, Qi W, Stern Y, *Lee S. The role of neural flexibility in cognitive aging. Neuroimage. 2022 Feb 15;247:118784. doi: 10.1016/j.neuroimage.2021.118784. PubMed PMID: 34902547; PubMed Central PMCID: PMC9055953.
Wang Y, Hinds W, Duarte CS, Lee S, Monk C, Wall M, Canino G, Milani ACC, Jackowski A, Mamin MG, Foerster BU, Gingrich J, Weissman MM, Peterson BS, Semanek D, Perez EA, Labat E, Torres IB, Da Silva I, Parente C, Abdala N, Posner J. Intra-session test-retest reliability of functional connectivity in infants.Neuroimage. 2021 Oct 1;239:118284. doi: 10.1016/j.neuroimage.2021.118284. Epub 2021 Jun 17. PubMed PMID: 34147630; PubMed Central PMCID: PMC8335644.
*Lee S, Shen H, Truong Y. Sampling Properties of color Independent Component Analysis. J Multivar Anal. 2021 Jan;181. doi: 10.1016/j.jmva.2020.104692. Epub 2020 Oct 22. PubMed PMID: 33162620; PubMed Central PMCID: PMC7641017.
Park H, *Lee S. Logistic regression error-in-covariate models for longitudinal high-dimensional covariates. Stat. 2019;8(1). doi: 10.1002/sta4.246. Epub 2019 Dec 26. PubMed PMID: 33177749; PubMed Central PMCID: PMC7654973.
Chen S, Liu K, Yang Y, Xu Y, Lee S, Lindquist M, Caffo BS, Vogelstein JT. An M-estimator for reduced-rank system identification. Pattern Recognit Lett. 2017 Jan 15;86:76-81. doi: 10.1016/j.patrec.2016.12.012. Epub 2016 Dec 19. PubMed PMID: 29391659; PubMed Central PMCID: PMC5790321.
*Lee S, Habeck C, Razlighi Q, Salthouse T, Stern Y. Selective association between cortical thickness and reference abilities in normal aging. Neuroimage.2016 Nov 15;142:293-300. doi: 10.1016/j.neuroimage.2016.06.041. Epub 2016 Jun 25. PubMed PMID: 27353567; PubMed Central PMCID: PMC5159226.
*Lee S, Zipunnikov V, Reich DS, Pham DL. Statistical image analysis of longitudinal RAVENS images. Front Neurosci. 2015;9:368. doi: 10.3389/fnins.2015.00368. eCollection 2015. PubMed PMID: 26539071; PubMed Central PMCID: PMC4611144.
*Lee S, Caffo BS, Lakshmanan B, Pham DL. Evaluating Model Misspecification in Independent Component Analysis. J Stat Comput Simul. 2015 Apr;85(6):1151-1164. doi: 10.1080/00949655.2013.867961. PubMed PMID: 25642002; PubMed Central PMCID: PMC4309392.
*Lee S, Zipunnikov V, Shiee N, Crainiceanu C, caffo BS, pham DL. Clustering of High Dimensional Longitudinal Imaging Data. Clustering of High Dimensional Longitudinal Imaging Data. Pattern Recognition in Neuroimaging (PRNI), 2013 International Workshop on; 2013 June 22; philadelphia, PA, USA. IEEE; c2013.
Shou H, Eloyan A, Lee S, Zipunnikov V, Crainiceanu AN, Nebel NB, Caffo B, Lindquist MA, Crainiceanu CM. Quantifying the reliability of image replication studies: the image intraclass correlation coefficient (I2C2). Cogn Affect Behav Neurosci. 2013 Dec;13(4):714-24. doi: 10.3758/s13415-013-0196-0. PubMed PMID: 24022791; PubMed Central PMCID: PMC3869880.
*Lee S, Chugh PE, Shen H, Eberle R, Dittmer DP. Poisson factor models with applications to non-normalized microRNA profiling. Bioinformatics. 2013 May 1;29(9):1105-11. doi: 10.1093/bioinformatics/btt091. Epub 2013 Feb 21. PubMed PMID: 23428639; PubMed Central PMCID: PMC3634185.
*Lee S, Shen H, Truong Y, Lewis M, Huang X. Independent Component Analysis Involving Autocorrelated Sources With an Application to Functional Magnetic Resonance Imaging. J Am Stat Assoc. 2011;106(495):1009-1024. doi: 10.1198/jasa.2011.tm10332. Epub 2012 Jan 24. PubMed PMID: 27524847; PubMed Central PMCID: PMC4979078.
Na O., Lee S., Lee S. and Choi I., (2006) Moving Estimates Test for Jumps in Time Series Models. The Korean Communications in Statistics, 13, 2, 205217.
Section contributor: Truong, Y. K., & Lewis, M. M. (Eds.). (2016). Statistical techniques for neuroscientists. CRC Press.