GSL’s Journal Articles in the ADNI Cohort

Tsao S, Niharika G, Zhou J, Shi J, Ye J, Wang Y, Leporé N, Feature Selective Temporal Prediction of Alzheimer’s Disease Progression using Hippocampus Surface Morphometry, Brain Imaging and Behavior, 2017, In Press

Wang G, Wang Y, ADNI groupTowards a Holistic Cortical Thickness Descriptor: Heat Kernel-Based Grey Matter Morphology Signatures, NeuroImage, 147, Feb. 2017, pp. 360-380.

Shi J, Zhang W, Tang M, Caselli RJ, Wang Y, ADNI GroupConformal Invariants for Multiply Connected Surfaces: Application to Landmark Curve-Based Brain Morphometry Analysis, Medical Image Analysis, 35, Jan. 2017, pp. 517-529.

Li B, Shi J, Gutman BA, Baxter LC, Thompson PM, Caselli RJ, Wang Y, ADNI GroupInfluence of APOE Genotype on Hippocampal Atrophy over Time - An N=1925 Surface-based ADNI Study, PLOS ONE 11(4), e0152901, 2016.

Lee E, Zhu H, Kong D, Wang Y, Giovanello KS, Ibrahim JG, ADNI GroupA Bayesian Functional Linear Cox Regression Model (BFLCRM) for Predicting Time to Conversion to Alzheimer's Disease, Annals of Applied Statistics, 9(4), 2015, pp. 2153-2178.

Zhan L, Liu Y, Wang Y, Jahanshad N, Ye J, Thompson PM, ADNI GroupBoosting Brain Connectome Classification Accuracy in Alzheimer's disease using Higher-Order Singular Value Decomposition, Frontiers in Neuroscience, section Brain Imaging Methods, 9:257, Jul 2015.

Kong D, Giovanello KS, Wang Y, Lin W, Lee E, Fan Y, Doraiswamy PM, Zhu H, ADNI GroupPredicting Alzheimer's disease using combined imaging-whole genome SNP data , Journal of Alzheimer's Disease, 46(3), Jun 2015, pp. 695-702

Zhan L*, Zhou J*, Wang Y, Jin Y, Jahanshad N, Prasad G, Nir TM, Leonardo C, Ye J, Thompson PM, ADNI GroupComparison of Nine Tractography Algorithms for Detecting Abnormal Structural Brain Networks in Alzheimer's Disease, Frontiers in Aging Neuroscience, 7:48, Mar. 2015.

Wang G, Zhang X, Su Q, Shi J, Caselli RJ, Wang Y, ADNI GroupA Novel Cortical Thickness Estimation Method based on Volumetric Laplace-Beltrami Operator and Heat Kernel, Medical Image Analysis, 22(1), Feb. 2015, pp. 1-20.

Shi J, Stonnington CM, Thompson PM, Chen K, Gutman BA, Reschke C, Baxter LC, Reiman EM, Caselli RJ, Wang Y, ADNI GroupStudying Ventricular Abnormalities in Mild Cognitive Impairment with Hyperbolic Ricci Flow and Tensor-based Morphometry, NeuroImage, 104(1), Jan. 2015, pp. 1-20.

Gutman BA, Wang Y, Yanovsky I, Hua X, Toga AW, Jack CR Jr, Weiner MW, Thompson PM, ADNI GroupEmpowering imaging biomarkers of Alzheimer's disease, Neurobiology of Aging, 36, Jan. 2015, pp. S69-80.

Shi J, Leporé N, Gutman B, Thompson PM, Baxter LC, Caselli RJ, Wang Y, ADNI GroupGenetic Influence of APOE4 Genotype on Hippocampal Morphometry ‒ An N=725 Surface-based Alzheimer's Disease Neuroimaging Inituative Study, Human Brain Mapping, 35(8), Aug. 2014, pp. 3903-3918.

Dubey R, Zhou J, Wang Y, Thompson PM, Ye J, ADNI GroupAnalysis of Sampling Techniques for Imbalanced Data: An N=648 ADNI Study, NeuroImage, 87, Feb. 2014, pp. 220-241.

Xiang S, Yuan L, Fan W, Wang Y, Thompson PM, Ye J, ADNI GroupBi-Level Multi-Source Learning for Heterogeneous Block-Wise Missing Data, NeuroImage, 102, Part 1, Nov. 2014, pp. 192-206.

Shi J, Thompson PM, Gutman B, Wang Y, ADNI GroupSurface Fluid Registration of Conformal Representation: Application to Detect Disease Burden and Genetic Influence on Hippocampus, NeuroImage, 78, Sep. 2013, pp. 111-134.

Gutman B, Hua X, Rajagopalan P, Chou Y, Wang Y, Yanovsky I, Toga AW, Jack Jr CR, Weiner MW, Thompson PM, ADNI GroupMaximizing Power to Track Alzheimer's Disease and MCI Progression by LDA-Based Weighting of Longitudinal Ventricular Surface Features, NeuroImage, 70, April, 2013, pp. 386-401.

Zeng W, Shi R, Wang Y, Yau S-T, Gu X, ADNI GroupTeichmüller Shape Descriptor and Its Application to Alzheimer's Disease Study, International Journal of Computer Vision, 105(2), 2013, pp. 155-170.

Yuan L, Wang Y, Thompson PM, Narayan VA, Ye J, ADNI GroupMulti-Source Feature Learning for Joint Analysis of Incomplete Multiple Heterogeneous Neuroimaging Data, NeuroImage, 61(3), July 2012,pp. 622-632.

Wang Y, Song Y, Rajagopalan P, An T, Liu K, Chou Y, Gutman B, Toga AW, Thompson PM, ADNI Group, Surface-based TBM Boosts Power to Detect Disease Effects on the Brain: An N=804 ADNI Study, NeuroImage, 56(4), June 2011, pp. 1993-2010

Wang Y, Zhang J, Gutman B, Chan TF, Becker JT, Aizenstein HJ, Lopez OL, Tamburo RJ, Toga AW, Thompson PMMultivariate Tensor-based Morphometry on Surfaces: Application to Mapping Ventricular Abnormalities in HIV/AIDS, NeuroImage, 49(3), February 2010, pp. 2141-2157

Gutman B, Wang Y, Morra J, Thompson PM, Toga AWDisease Classification with Hippocampal Shape Invariants, Hippocampus 19, 2009, pp. 572-578