Xue Hua

Publication Activity (10 Years)

Years Active: 2008-2017
Publications (10 Years): 3

Top Topics

Diffusion Model

Disease Progression

Regularized Regression

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Chenyang Tao, Thomas E. Nichols, Xue Hua, Christopher R. K. Ching, Edmund T. Rolls, Paul M. Thompson, Jianfeng Feng
Generalized reduced rank latent factor regression for high dimensional tensor fields, and neuroimaging-genetic applications. NeuroImage 144 (2017)
Chenhui Hu, Xue Hua, Jun Ying, Paul M. Thompson, Georges El Fakhri, Quanzheng Li
Localizing Sources of Brain Disease Progression with Network Diffusion Model. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Sarah K. Madsen, Greg Ver Steeg, Madelaine Daianu, Adam Mezher, Neda Jahanshad, Talia M. Nir, Xue Hua, Boris A. Gutman, Aram Galstyan, Paul M. Thompson
Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly. Medical Imaging: Image Processing (2016)
Sarah K. Madsen, Greg Ver Steeg, Adam Mezher, Neda Jahanshad, Talia M. Nir, Xue Hua, Boris A. Gutman, Aram Galstyan, Paul M. Thompson
Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly. ISBI (2015)
Chenhui Hu, Xue Hua, Paul M. Thompson, Georges El Fakhri, Quanzheng Li
Inferring Sources of Dementia Progression with Network Diffusion Model. MLMI (2014)
Daniel Garijo, Óscar Corcho, Yolanda Gil, Meredith N. Braskie, Derrek P. Hibar, Xue Hua, Neda Jahanshad, Paul M. Thompson, Arthur W. Toga
Workflow Reuse in Practice: A Study of Neuroimaging Pipeline Users. eScience (2014)
Bryan Guillaume, Xue Hua, Paul M. Thompson, Lourens J. Waldorp, Thomas E. Nichols
Fast and accurate modelling of longitudinal and repeated measures neuroimaging data. NeuroImage 94 (2014)
Xue Hua, Derrek P. Hibar, Christopher R. K. Ching, Christina P. Boyle, Priya Rajagopalan, Boris Gutman, Alex D. Leow, Arthur W. Toga, Clifford R. Jack Jr., Danielle J. Harvey, Michael W. Weiner, Paul M. Thompson
Unbiased tensor-based morphometry: Improved robustness and sample size estimates for Alzheimer's disease clinical trials. NeuroImage 66 (2013)
Boris Gutman, Xue Hua, Priya Rajagopalan, Yi-Yu Chou, Yalin Wang, Igor Yanovsky, Arthur W. Toga, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson
Maximizing power to track Alzheimer's disease and MCI progression by LDA-based weighting of longitudinal ventricular surface features. NeuroImage 70 (2013)
Matt Silver, Eva Janousová, Xue Hua, Paul M. Thompson, Giovanni Montana
Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression. NeuroImage 63 (3) (2012)
Omid Kohannim, Derrek P. Hibar, Neda Jahanshad, Jason L. Stein, Xue Hua, Arthur W. Toga, Clifford R. Jack, Michael W. Weiner, Paul M. Thompson
regularized regression. ISBI (2012)
Christopher R. K. Ching, Xue Hua, Chadwick P. Ward, Jeffrey L. Gunter, Matt A. Bernstein, Clifford R. Jack, Michael W. Weiner, Paul M. Thompson
Phantom-based MRI corrections and power to track brain change. ISBI (2012)
Xue Hua, Boris Gutman, Christina P. Boyle, Priya Rajagopalan, Alex D. Leow, Igor Yanovsky, Anand R. Kumar, Arthur W. Toga, Clifford R. Jack Jr., Norbert Schuff, Gene E. Alexander, Kewei Chen, Eric Reiman, Michael W. Weiner, Paul M. Thompson
Accurate measurement of brain changes in longitudinal MRI scans using tensor-based morphometry. NeuroImage 57 (1) (2011)
Jason L. Stein, Xue Hua, Jonathan H. Morra, Suh Lee, Derrek P. Hibar, April J. Ho, Alex D. Leow, Arthur W. Toga, Jae Hoon Sul, Hyun Min Kang, Eleazar Eskin, Andrew J. Saykin, Li Shen, Tatiana Foroud, Nathan Pankratz, Matthew J. Huentelman, David W. Craig, Jill D. Gerber, April N. Allen, Jason J. Corneveaux, Dietrich A. Stephan, Jennifer Webster, Bryan M. DeChairo, Steven G. Potkin, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson
Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease. NeuroImage 51 (2) (2010)
Yi-Yu Chou, Natasha Leporé, Priya Saharan, Sarah K. Madsen, Xue Hua, Clifford R. Jack, Leslie M. Shaw, John Q. Trojanowski, Michael W. Weiner, Arthur W. Toga, Paul M. Thompson
Ventricular maps in 804 subjects correlate with cognitive decline, CSF pathology, and imminent Alzheimer's disease. ISBI (2010)
Yuchun Tang, Cornelius Hojatkashani, Ivo D. Dinov, Bo Sun, Lingzhong Fan, Xiangtao Lin, Hengtao Qi, Xue Hua, Shuwei Liu, Arthur W. Toga
The construction of a Chinese MRI brain atlas: A morphometric comparison study between Chinese and Caucasian cohorts. NeuroImage 51 (1) (2010)
Jason L. Stein, Xue Hua, Suh Lee, April J. Ho, Alex D. Leow, Arthur W. Toga, Andrew J. Saykin, Li Shen, Tatiana Foroud, Nathan Pankratz, Matthew J. Huentelman, David W. Craig, Jill D. Gerber, April N. Allen, Jason J. Corneveaux, Bryan M. DeChairo, Steven G. Potkin, Michael W. Weiner, Paul M. Thompson, Alzheimer's Disease Neuroimaging Initiative
Voxelwise genome-wide association study (vGWAS). NeuroImage 53 (3) (2010)
Xue Hua, Suh Lee, Derrek P. Hibar, Igor Yanovsky, Alex D. Leow, Arthur W. Toga, Clifford R. Jack Jr., Matt A. Bernstein, Eric Reiman, Danielle J. Harvey, John Kornak, Norbert Schuff, Gene E. Alexander, Michael W. Weiner, Paul M. Thompson
Mapping Alzheimer's disease progression in 1309 MRI scans: Power estimates for different inter-scan intervals. NeuroImage 51 (1) (2010)
Alex D. Leow, Igor Yanovsky, Neelroop Parikshak, Xue Hua, Suh Lee, Arthur W. Toga, Clifford R. Jack Jr., Matt A. Bernstein, Paula J. Britson, Jeffrey L. Gunter, Chadwick P. Ward, Bret J. Borowski, Leslie M. Shaw, John Q. Trojanowski, Adam Fleisher, Danielle J. Harvey, John Kornak, Norbert Schuff, Gene E. Alexander, Michael W. Weiner, Paul M. Thompson, Alzheimer's Disease Neuroimaging Initiative
Alzheimer's Disease Neuroimaging Initiative: A one-year follow up study using tensor-based morphometry correlating degenerative rates, biomarkers and cognition. NeuroImage 45 (3) (2009)
Xue Hua, Suh Lee, Igor Yanovsky, Alex D. Leow, Yi-Yu Chou, April J. Ho, Boris Gutman, Arthur W. Toga, Clifford R. Jack Jr., Matt A. Bernstein, Eric Reiman, Danielle J. Harvey, John Kornak, Norbert Schuff, Gene E. Alexander, Michael W. Weiner, Paul M. Thompson
Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: An ADNI study of 515 subjects. NeuroImage 48 (4) (2009)
Yi-Yu Chou, Natasha Leporé, Christina Avedissian, Sarah K. Madsen, Xue Hua, Clifford R. Jack, Michael W. Weiner, Arthur W. Toga, Paul M. Thompson
Mapping ventricular expansion and its clinical correlates in Alzheimer's disease and mild cognitive impairment using multi-atlas fluid image alignment. Medical Imaging: Image Processing (2009)
Jonathan H. Morra, Zhuowen Tu, Liana G. Apostolova, Amity E. Green, Christina Avedissian, Sarah K. Madsen, Neelroop Parikshak, Xue Hua, Arthur W. Toga, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson
Corrigendum to "Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls" [NeuroImage 43 (2008) 59-68]. NeuroImage 44 (4) (2009)
Yi-Yu Chou, Natasha Leporé, Christina Avedissian, Sarah K. Madsen, Neelroop Parikshak, Xue Hua, Leslie M. Shaw, John Q. Trojanowski, Michael W. Weiner, Arthur W. Toga, Paul M. Thompson
Mapping correlations between ventricular expansion and CSF amyloid and tau biomarkers in 240 subjects with Alzheimer's disease, mild cognitive impairment and elderly controls. NeuroImage 46 (2) (2009)
Xue Hua, Alex D. Leow, Neelroop Parikshak, Suh Lee, Ming-Chang Chiang, Arthur W. Toga, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson
Tensor-based morphometry as a neuroimaging biomarker for Alzheimer's disease: An MRI study of 676 AD, MCI, and normal subjects. NeuroImage 43 (3) (2008)
Igor Yanovsky, Paul M. Thompson, Stanley J. Osher, Xue Hua, David W. Shattuck, Arthur W. Toga, Alex D. Leow
Validating unbiased registration on longitudinal MRI scans from the Alzheimer'S Disease neuroimaging initiative (ADNI). ISBI (2008)
Jonathan H. Morra, Zhuowen Tu, Liana G. Apostolova, Amity E. Green, Christina Avedissian, Sarah K. Madsen, Neelroop Parikshak, Xue Hua, Arthur W. Toga, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson
Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease mild cognitive impairment, and elderly controls. NeuroImage 43 (1) (2008)
Xue Hua, Alex D. Leow, Suh Lee, Andrea D. Klunder, Arthur W. Toga, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Ming-Chang Chiang, Marina Barysheva, Clifford R. Jack Jr., Matt A. Bernstein, Paula J. Britson, Chadwick P. Ward, Jennifer L. Whitwell, Bret J. Borowski, Adam Fleisher, Nick C. Fox, Richard G. Boyes, Josephine Barnes, Danielle J. Harvey, John Kornak, Norbert Schuff, Lauren Boreta, Gene E. Alexander, Michael W. Weiner, Paul M. Thompson
3D characterization of brain atrophy in Alzheimer's disease and mild cognitive impairment using tensor-based morphometry. NeuroImage 41 (1) (2008)
Jonathan H. Morra, Zhuowen Tu, Liana G. Apostolova, Amity E. Green, Christina Avedissian, Sarah K. Madsen, Neelroop Parikshak, Xue Hua, Arthur W. Toga, Clifford R. Jack, Norbert Schuff, Michael Weiner, Paul M. Thompson
Mapping hippocampal degeneration in 400 subjects with a novel automated segmentation approach. ISBI (2008)