Sterling C. Johnson

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 28

Top Topics

Hypothesis Test

Statistical Analysis

Top Venues

Publications

David Berron, Wenzel Glanz, Lindsay Clark, Kristin Basche, Xenia Grande, Jeremie Güsten, Ornella Billette, Ina Hempen, Muhammad Hashim Naveed, Nadine Diersch, Michaela Butryn, Annika Spottke, Katharina Buerger, Robert Perneczky, Anja Schneider, Stefan Teipel, Jens Wiltfang, Sterling C. Johnson, Michael Wagner, Frank Jessen, Emrah Düzel
A remote digital memory composite to detect cognitive impairment in memory clinic samples in unsupervised settings using mobile devices. npj Digit. Medicine 7 (1) (2024)
Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Güray Erus, Elizabeth Mamourian, Randa Melhem, Dhivya Srinivasan, Sindhuja T. Govindarajan, Jiong Chen, Mohamad Habes, Colin L. Masters, Paul Maruff, Jurgen Fripp, Luigi Ferrucci, Marilyn S. Albert, Sterling C. Johnson, John C. Morris, Pamela LaMontagne, Daniel S. Marcus, Tammie L. S. Benzinger, David A. Wolk, Li Shen, Jingxuan Bao, Susan M. Resnick, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. CoRR (2023)
Leonardo A. Rivera-Rivera, Steven R. Kecskemeti, Mu-Lan Jen, Zachary Miller, Sterling C. Johnson, Laura Eisenmenger, Kevin M. Johnson
Motion-corrected 4D-Flow MRI for neurovascular applications. NeuroImage 264 (2022)
Matthew D. Zammit, Dana L. Tudorascu, Charles M. Laymon, Sigan L. Hartley, Shahid H. Zaman, Beau M. Ances, Sterling C. Johnson, Charles K. Stone, Chester A. Mathis, William E. Klunk, Ann D. Cohen, Benjamin L. Handen, Bradley T. Christian
PET measurement of longitudinal amyloid load identifies the earliest stages of amyloid-beta accumulation during Alzheimer's disease progression in Down syndrome. NeuroImage 228 (2021)
Won Hwa Kim, Mona Jalal, Seong Jae Hwang, Sterling C. Johnson, Vikas Singh
Online Graph Completion: Multivariate Signal Recovery in Computer Vision. CoRR (2020)
Vishnu M. Bashyam, Jimit Doshi, Güray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans Jörgen Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. CoRR (2020)
Davneet S. Minhas, Zixi Yang, John Muschelli, Charles M. Laymon, Joseph M. Mettenburg, Matthew D. Zammit, Sterling C. Johnson, Chester A. Mathis, Ann D. Cohen, Benjamin L. Handen, William E. Klunk, Ciprian M. Crainiceanu, Bradley T. Christian, Dana L. Tudorascu
Statistical Methods for Processing Neuroimaging Data from Two Different Sites with a Down Syndrome Population Application. IPMU (3) (2020)
Raymond Pomponio, Güray Erus, Mohamad Habes, Jimit Doshi, Dhivya Srinivasan, Elizabeth Mamourian, Vishnu Bashyam, Ilya M. Nasrallah, Theodore D. Satterthwaite, Yong Fan, Lenore J. Launer, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Christos Davatzikos
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. NeuroImage 208 (2020)
Wei Hao, Nicholas M. Vogt, Zihang Meng, Seong Jae Hwang, Rebecca L. Koscik, Sterling C. Johnson, Barbara B. Bendlin, Vikas Singh
Learning Amyloid Pathology Progression from Longitudinal PIB-PET Images in Preclinical Alzheimer's Disease. ISBI (2020)
Yunyang Xiong, Hyunwoo J. Kim, Bhargav Tangirala, Ronak Mehta, Sterling C. Johnson, Vikas Singh
On Training Deep 3D CNN Models with Dependent Samples in Neuroimaging. IPMI (2019)
Haoliang Sun, Ronak Mehta, Hao Henry Zhou, Zhichun Huang, Sterling C. Johnson, Vivek Prabhakaran, Vikas Singh
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer. ICCV (2019)
Haoliang Sun, Ronak Mehta, Hao Henry Zhou, Zhichun Huang, Sterling C. Johnson, Vivek Prabhakaran, Vikas Singh
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer. CoRR (2019)
Seong Jae Hwang, Nagesh Adluru, Won Hwa Kim, Sterling C. Johnson, Barbara B. Bendlin, Vikas Singh
Associations Between Positron Emission Tomography Amyloid Pathology and Diffusion Tensor Imaging Brain Connectivity in Pre-Clinical Alzheimer's Disease. Brain Connect. 9 (2) (2019)
Seong Jae Hwang, Ronak Mehta, Hyunwoo J. Kim, Sterling C. Johnson, Vikas Singh
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging. UAI (2019)
Gregory Plumb, Lindsay Clark, Sterling C. Johnson, Vikas Singh
Modeling Cognitive Trends in Preclinical Alzheimer's Disease (AD) via Distributions over Permutations. MICCAI (3) (2017)
Ronak Mehta, Hyunwoo J. Kim, Shulei Wang, Sterling C. Johnson, Ming Yuan, Vikas Singh
Finding Differentially Covarying Needles in a Temporally Evolving Haystack: A Scan Statistics Perspective. CoRR (2017)
Felipe Gutierrez-Barragan, Vamsi K. Ithapu, Chris Hinrichs, Camille Maumet, Sterling C. Johnson, Thomas E. Nichols, Vikas Singh
Accelerating Permutation Testing in Voxel-wise Analysis through Subspace Tracking: A new plugin for SnPM. CoRR (2017)
Hyunwoo J. Kim, Nagesh Adluru, Heemanshu Suri, Baba C. Vemuri, Sterling C. Johnson, Vikas Singh
Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging. CVPR (2017)
Hao Henry Zhou, Yilin Zhang, Vamsi K. Ithapu, Sterling C. Johnson, Grace Wahba, Vikas Singh
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications. ICML (2017)
Felipe Gutierrez-Barragan, Vamsi K. Ithapu, Chris Hinrichs, Camille Maumet, Sterling C. Johnson, Thomas E. Nichols, Vikas Singh
Accelerating permutation testing in voxel-wise analysis through subspace tracking: A new plugin for SnPM. NeuroImage 159 (2017)
Vamsi K. Ithapu, Risi Kondor, Sterling C. Johnson, Vikas Singh
The Incremental Multiresolution Matrix Factorization Algorithm. CVPR (2017)
Won Hwa Kim, Mona Jalal, Seong Jae Hwang, Sterling C. Johnson, Vikas Singh
Online Graph Completion: Multivariate Signal Recovery in Computer Vision. CVPR (2017)
Vamsi K. Ithapu, Risi Kondor, Sterling C. Johnson, Vikas Singh
The Incremental Multiresolution Matrix Factorization Algorithm. CoRR (2017)
Sathya N. Ravi, Vamsi K. Ithapu, Sterling C. Johnson, Vikas Singh
Experimental Design on a Budget for Sparse Linear Models and Applications. ICML (2016)
Won Hwa Kim, Seong Jae Hwang, Nagesh Adluru, Sterling C. Johnson, Vikas Singh
Adaptive Signal Recovery on Graphs via Harmonic Analysis for Experimental Design in Neuroimaging. ECCV (6) (2016)
Seong Jae Hwang, Nagesh Adluru, Maxwell D. Collins, Sathya N. Ravi, Barbara B. Bendlin, Sterling C. Johnson, Vikas Singh
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks. CVPR (2016)
Hyunwoo J. Kim, Brandon M. Smith, Nagesh Adluru, Charles R. Dyer, Sterling C. Johnson, Vikas Singh
Abundant Inverse Regression Using Sufficient Reduction and Its Applications. ECCV (3) (2016)
Hao Henry Zhou, Vamsi K. Ithapu, Sathya Narayanan Ravi, Vikas Singh, Grace Wahba, Sterling C. Johnson
Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease. NIPS (2016)
Won Hwa Kim, Nagesh Adluru, Moo K. Chung, Ozioma C. Okonkwo, Sterling C. Johnson, Barbara B. Bendlin, Vikas Singh
Multi-resolution statistical analysis of brain connectivity graphs in preclinical Alzheimer's disease. NeuroImage 118 (2015)
Won Hwa Kim, Sathya N. Ravi, Sterling C. Johnson, Ozioma C. Okonkwo, Vikas Singh
On Statistical Analysis of Neuroimages with Imperfect Registration. ICCV (2015)
Seong Jae Hwang, Maxwell D. Collins, Sathya N. Ravi, Vamsi K. Ithapu, Nagesh Adluru, Sterling C. Johnson, Vikas Singh
A Projection Free Method for Generalized Eigenvalue Problem with a Nonsmooth Regularizer. ICCV (2015)
Won Hwa Kim, Vikas Singh, Moo K. Chung, Nagesh Adluru, Barbara B. Bendlin, Sterling C. Johnson
Multi-resolution statistical analysis on graph structured data in neuroimaging. ISBI (2015)
Won Hwa Kim, Barbara B. Bendlin, Moo K. Chung, Sterling C. Johnson, Vikas Singh
Statistical inference models for image datasets with systematic variations. CVPR (2015)
Chris Hinrichs, Vamsi K. Ithapu, Qinyuan Sun, Sterling C. Johnson, Vikas Singh
Speeding up Permutation Testing in Neuroimaging. CoRR (2015)
N. Maritza Dowling, Sterling C. Johnson, Carey E. Gleason, William J. Jagust
The mediational effects of FDG hypometabolism on the association between cerebrospinal fluid biomarkers and neurocognitive function. NeuroImage 105 (2015)
Vamsi K. Ithapu, Vikas Singh, Ozioma C. Okonkwo, Sterling C. Johnson
Randomized Denoising Autoencoders for Smaller and Efficient Imaging Based AD Clinical Trials. MICCAI (2) (2014)
Hyunwoo J. Kim, Nagesh Adluru, Barbara B. Bendlin, Sterling C. Johnson, Baba C. Vemuri, Vikas Singh
Canonical Correlation Analysis on Riemannian Manifolds and Its Applications. ECCV (2) (2014)
Won Hwa Kim, Vikas Singh, Moo K. Chung, Chris Hinrichs, Deepti Pachauri, Ozioma C. Okonkwo, Sterling C. Johnson
Multi-resolutional shape features via non-Euclidean wavelets: Applications to statistical analysis of cortical thickness. NeuroImage 93 (2014)
M. Hidayath Ansari, Michael H. Coen, Barbara B. Bendlin, Mark A. Sager, Sterling C. Johnson
A Spatially Sensitive Kernel to Predict Cognitive Performance from Short-Term Changes in Neural Structure. AAAI (2014)
Hyunwoo J. Kim, Barbara B. Bendlin, Nagesh Adluru, Maxwell D. Collins, Moo K. Chung, Sterling C. Johnson, Richard J. Davidson, Vikas Singh
Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images. CVPR (2014)
Chris Hinrichs, Vamsi K. Ithapu, Qinyuan Sun, Sterling C. Johnson, Vikas Singh
Speeding up Permutation Testing in Neuroimaging. NIPS (2013)
Donald G. McLaren, Michele L. Ries, Guofan Xu, Sterling C. Johnson
A generalized form of context-dependent psychophysiological interactions (gPPI): A comparison to standard approaches. NeuroImage 61 (4) (2012)
Won Hwa Kim, Deepti Pachauri, Charles Hatt, Moo K. Chung, Sterling C. Johnson, Vikas Singh
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination. NIPS (2012)
Chris Hinrichs, Vikas Singh, Jiming Peng, Sterling C. Johnson
Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging. NIPS (2012)
Deepti Pachauri, Chris Hinrichs, Moo K. Chung, Sterling C. Johnson, Vikas Singh
Topology-Based Kernels With Application to Inference Problems in Alzheimer's Disease. IEEE Trans. Medical Imaging 30 (10) (2011)
Chris Hinrichs, N. Maritza Dowling, Sterling C. Johnson, Vikas Singh
MKL-Based Sample Enrichment and Customized Outcomes Enable Smaller AD Clinical Trials. MLINI (2011)
Chris Hinrichs, Vikas Singh, Guofan Xu, Sterling C. Johnson
Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population. NeuroImage 55 (2) (2011)
Catherine L. Gallagher, James E. Holden, Bradley T. Christian, Sandra Harding, Robert J. Nickles, Sterling C. Johnson
A within-subject comparison of 6-[18F]Fluoro-m-Tyrosine (FMT) and 6-[18F]Fluoro-l-DOPA (FDOPA) in Parkinson disease (PD). NeuroImage 52 (Supplement-1) (2010)
A. A. Willette, Barbara B. Bendlin, Donald G. McLaren, Elisa Canu, Erik K. Kastman, Kris Kosmatka, Guofan Xu, Aaron S. Field, Andrew L. Alexander, R. J. Colman, R. H. Weindruch, C. L. Coe, Sterling C. Johnson
Age-related changes in neural volume and microstructure associated with interleukin-6 are ameliorated by a calorie-restricted diet in old rhesus monkeys. NeuroImage 51 (3) (2010)
Dylan Hower, Vikas Singh, Sterling C. Johnson
Label set perturbation for MRF based neuroimaging segmentation. ICCV (2009)
Ianessa A. Humbert, Michelle E. Fitzgerald, Donald G. McLaren, Sterling C. Johnson, Eva Porcaro, Kris Kosmatka, Jacqueline Hind, JoAnne Robbins
Neurophysiology of swallowing: Effects of age and bolus type. NeuroImage 44 (3) (2009)
Donald G. McLaren, Kristopher J. Kosmatka, Terrance R. Oakes, Christopher D. Kroenke, Steven G. Kohama, John A. Matochik, Don K. Ingram, Sterling C. Johnson
A population-average MRI-based atlas collection of the rhesus macaque. NeuroImage 45 (1) (2009)
Chris Hinrichs, Vikas Singh, Lopamudra Mukherjee, Guofan Xu, Moo K. Chung, Sterling C. Johnson
Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset. NeuroImage 48 (1) (2009)
Chris Hinrichs, Vikas Singh, Guofan Xu, Sterling C. Johnson
MKL for Robust Multi-modality AD Classification. MICCAI (1) (2009)
Barbara B. Bendlin, Michele L. Ries, Mariana Lazar, Andrew L. Alexander, Robert J. Dempsey, Howard A. Rowley, Jack E. Sherman, Sterling C. Johnson
Longitudinal changes in patients with traumatic brain injury assessed with diffusion-tensor and volumetric imaging. NeuroImage 42 (2) (2008)
Jason F. Smith, Kewei Chen, Sterling C. Johnson, Jeannine Morrone-Strupinsky, Eric M. Reiman, Ann Nelson, James R. Moeller, Gene E. Alexander
Network analysis of single-subject fMRI during a finger opposition task. NeuroImage 32 (1) (2006)
Taylor W. Schmitz, Sterling C. Johnson
Self-appraisal decisions evoke dissociated dorsal - ventral aMPFC networks. NeuroImage 30 (3) (2006)
Paul Thottakara, Mariana Lazar, Sterling C. Johnson, Andrew L. Alexander
Application of Brodmann's area templates for ROI selection in white matter tractography studies. NeuroImage 29 (3) (2006)
Michele L. Ries, Taylor W. Schmitz, Tisha N. Kawahara-Baccus, Britta M. Torgerson, Mehul A. Trivedi, Sterling C. Johnson
Task-dependent posterior cingulate activation in mild cognitive impairment. NeuroImage 29 (2) (2006)
Sterling C. Johnson, Taylor W. Schmitz, Tisha N. Kawahara-Baccus, Howard A. Rowley, Andrew L. Alexander, Jonghoon Lee, Richard J. Davidson
The Cerebral Response during Subjective Choice with and without Self-reference. J. Cogn. Neurosci. 17 (12) (2005)
Alan B. McMillan, Bruce Hermann, Sterling C. Johnson, Russ R. Hansen, Michael Seidenberg, Mary E. Meyerand
Voxel-based morphometry of unilateral temporal lobe epilepsy reveals abnormalities in cerebral white matter. NeuroImage 23 (1) (2004)
Taylor W. Schmitz, Tisha N. Kawahara-Baccus, Sterling C. Johnson
Metacognitive evaluation, self-relevance, and the right prefrontal cortex. NeuroImage 22 (2) (2004)
James Ford, Fillia Makedon, Charles B. Owen, Sterling C. Johnson, Andrew J. Saykin
Stimulus Tracking in Functional Magnetic Resonance Imaging (fMRI). ACM Multimedia (1998)