D. Kong, Ibrahim, J. G., Lee, E.J. and Zhu, H.T. FLCRM: Functional Linear Cox Regression Model. Biometrics, in press, 2017.

Tang, M. L. Tang, N.S., Zhao, P.Y. and Zhu, H.T. Imputation Methods and Efficient Estimation for Linear Models with Missing Responses. Scandinavian Journal of Statistics, in press, 2017.

Tang, A.M., Tang, N.S., and Zhu, H.T. Influence analysis for skew-normal semiparametric joint models of multivariate longitudinal and multivariate survival data. Statistics in Medicine, in press, 2017.

Zhu, HT., Shen, D., Peng, X. W. and Leo Liu YF. MWPCR: Multiscale weighted principal component regression for high-dimensional prediction. Journal of American Statistical Association, 112, 1009-1021, 2017.

C. Bryant, Zhu, H.T., Mihye Ahn, Joseph G Ibrahim. LCN: A Random Graph Mixture Model for Community Detection in Functional Brain Networks. Statistics and Its Interface, 10, 369-378, 2017.

Lin, L., Thomas, B. S., Zhu, H.T. and Dunson, D. B. Extrinsic local regression on manifold-valued data. Journal of American Statistical Association, 112, 1156-1168, 2017.

Wang, X. and Zhu, H.T. Generalized scalar-on-image regression models via total variation. Journal of American Statistical Association, 112,1156-1168, 2017.

Song, X. Y, Xia, Y.M. and Zhu, H.T. Hidden markov latent variable models with multivariate longitudinal data. Biometrics, 73: 313-323, 2017.

Li, J. L., Huang, C. and Zhu, H.T. A Functional Varying-Coefficient Single Index Model for Functional Response Data. Journal of American Statistical Association, 112, 1169-1181, 2017.

Cornea, E., Zhu, H.T., Kim, P. and Ibrahim, J. G. Intrinsic regression model for data in Riemannian symmetric space. JRSS, Series B, 79, 463-482, 2017.

Huang, C., Thompson, P., Wang, Y., Yu, Y., Zhang, J., Kong, D., Colen, R., Knickmeyer, R., Zhu, H. T. "FGWAS: Functional genome wide association analysis." NeuroImage, 159, 107-121, 2017.

Zhaohua Lu, Zakaria Khondker, Joseph G Ibrahim, Yue Wang, and H. Zhu. Bayesian longitudinal low-rank regression models for imaging genetic data from longitudinal studies. NeuroImage, 149:305-322, 2017.

Rebecca Knickmeyer, Kai Xia, Jingwen Zhang, Mihye Ahn, Shaili Jha, James Crowley, Jin Szatkiewicz, Tengfei Li, Fei Zou, Hongtu Zhu, Derrek Hibar, Paul Thompson, Patrick Sullivan, Martin Styner, and John Gilmore. Genome-Wide Association Analysis Identifies Common Variants Influencing Infant Brain Volumes. Translational Psychiatry, in press, 2017.

X.Bi, L. Yang, T. Li, H. Zhu, and H. Zhang. Genome-Wide Mediation Analysis of Psychiatric and Cognitive Traits through Imaging Phenotypes. Human Brain Mapping, 38:4088-4097, 2017.

Eunjee Lee, Kelly S Giovanello, Andrew J Saykin, Fengchang Xie, Dehan Kong, Yue Wang, Liuqing Yang, Murali Doraiswamy, Joseph G Ibrahim; Hongtu Zhu. SNPs are associated with cognitive decline at AD conversion within MCI patients. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring. 8, 86-95, 2017.

Gerstung M, Jolly C, Leshchiner I, Dentro SC, Gonzalez S, Mitchell TJ, Rubanova Y, Anur P, Rosebrock D, Yu K , Tarabichi M, Deshwar A, Wintersinger J, Kleinheinz K, Vazquez-Garcia I, Haase K, Sengupta S, Macintyre G, Malikic S, Donmez N, Livitz DG, Cmero M, Demeulemeester J, Schumacher S, Fan Y, Yao X, Lee J, Schlesner M, Boutros PC, Bowtell DD, Zhu H, Getz G, Imielinski M, Beroukhim R, Sahinalp SC, Ji Y, Peifer M, Markowetz F, Mustonen V, Yuan K, Wang W, Morris QD, Spellman PT, Wedge DC, Van Loo P for PCAWG Evolution and Heterogeneity Working Group, and PCAWG network. The evolutionary history of 2,658 cancers. Submitted to Nature, available at bioRxiv. 2017. doi:10.1101/161562.

S.A. Maisto, F.C.Xie, K.Witkiewitz, C.K.Ewart, G.J. Connors, H. Zhu, G.Elder, M.Ditmar, S.M. Chow. How chronic self-regulatory stress, poor anger regulation, and momentary affect undermine treatment for alcohol use disorder: integrating social action theory with the dynamic model of relapse. Journal of Social and Clinical Psychology, 36, 238-263, 2017.

Tang, N.S., Chow, S. M., Ibrahim, J.G., H. Zhu. Bayesian Sensitivity Analysis of Dynamic Factor Analysis Models with Nonparametric Prior and Possible Nonignorable Missingness, Psychometrika, in press, 2017.

C. W. Wang, Y.C. Lee, E.Calista, F. Zhou, H. Zhu, R.Suzuki, D. Komura, S.Ishikawa, S.P. Cheng (2017). A benchmark for comparing precision medicine methods in thyroid cancer diagnosis using tissue microarrays. Bioinformatics, in press.

Z. Zhang, M. Descoteaux, J. Zhang, G. Girard, M. Chamberland, D. Dunson, A. Srivastava, and H. Zhu. (2017). Mapping Population based Structural Connectomes. NeuroImage, in press.

Guinney, J. et al. including Zhu,H. "Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data." The Lancet Oncology, 18, 946-961, 2017.

K. Yu, Y. Zhang, Y. Yu, C. Huang, R. Liu, T.Li, L.Yang, J.S. Morris, V.Baladandayuthapania, and H.Zhu (2017). Radiomic analysis in prediction of Human Papilloma Virus status. Journal: Clinical and Translational Radiation Oncology. 7, 49-54.

M. A. Broadwatera, S.H. Lee, Y. Yu, H. Zhu, F.T. Crews, D.L. Robinsona, and Y.Y. I. Shih (2017). Adolescent alcohol exposure decreases frontostriatal resting state functional connectivity in adulthood. Addition Biology, in press.

Tomasz, J. H., M. Caughey, Y.Wang, H. Zhu, B.Huang, E. Lee, C.Zamora, M.Farber, J.Fulton, P.Ford, W.Marston, R. Vallabhaneni, Ti. Nichols, and C. Gallippi. (2017). Performance of acoustic radiation force impulse ultrasound imaging for carotid plaque characterization with histological validation. Journal of Vascular Surgery, in press.

Smith, I. T., Townsend, L.B., Huh, R. H. Zhu, and Smith, S. L. (2017) Stream-dependent development of higher visual cortical areas. Nature Neuroscience, 20, 200–208.

H.C. Hazlett, H. Gu, B.C. Munsell, S.H.Kim, M.Styner, J.J. Wolff, J.T. Elison, M.R. Swanson, H.Zhu, K.N. Botteron, L. Collins, J.N. Constantino, S.R. Dager, A.M. Estes, A.C. Evans, V. Fonov, G.Gerig, P. Kostopoulos, R.C. McKinstry, J. Pandey, S. Paterson, J. R. Pruett, Jr., R.T. Schultz, D.W. Shaw, L.Zwaigenbaum, and J. Piven, for the IBIS Network. Early brain development in infants at high risk for autism spectrum disorder. Nature, 542, 348-351, 2017.

Jin, Yan; Huang, Chao; Daianu, Madelaine; Zhan, Liang; Dennis, Emily; Reid, Robert; Jack, Clifford; Zhu, Hongtu; Thompson, Paul. 3-D Tract-Specific Local and Global Analysis of White Matter Integrity in Alzheimer’s Disease. Human Brain Mapping, 38:1191-1207, 2017.

J.W. Hyun, Y. Li, C. Huang, M. Styner, W. Lin, and H. Zhu. STGP: Spatio-temporal Gaussian process models for longitudinal neuroimaging data. NeuroImage, 134, 550-562, 2017.

S. J. Lee, R.J. Steiner, Y. Yu, M.C. Neale, M. Styner, H. Zhu, and J.H. Gilmore. Common and heritable components of white matter microstructure predict cognitive function from birth to 2 years. Proceedings of the National Academic Sciences, USA, 114, 148-153, 2017.

Zhang, J.W., Ibrahim, J.G., R.C. Knickmeyer, M. Styner, Gilmore, J. H., and H. Zhu. HFPRM: Hierarchical Functional Principal Regression Model for Diffusion Tensor Image Bundle Statistics. IPMI 2017.

Pan, W. L., Styner, M., and Zhu, H. Conditional local distance correlation for manifold-valued data. IPMI 2017. Oral.