Alex D. Leow

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 53

Top Topics

Cognitive Impairment

Graph Embedding

Tensor Factorization

Top Venues

Publications

Haoteng Tang, Guodong Liu, Siyuan Dai, Kai Ye, Kun Zhao, Wenlu Wang, Carl Yang, Lifang He, Alex D. Leow, Paul Thompson, Heng Huang, Liang Zhan
Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation. CoRR (2024)
Loran Knol, Anisha Nagpal, Imogen E. Leaning, Elena Idda, Faraz Hussain, Emma Ning, Tory A. Eisenlohr-Moul, Christian F. Beckmann, Andre F. Marquand, Alex D. Leow
Smartphone keyboard dynamics predict affect in suicidal ideation. npj Digit. Medicine 7 (1) (2024)
Kai Ye, Haoteng Tang, Siyuan Dai, Lei Guo, Johnny Yuehan Liu, Yalin Wang, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data. MICCAI (3) (2023)
Emma Ning, Andrea T. Cladek, Mindy K. Ross, Sarah Kabir, Amruta Barve, Ellyn Kennelly, Faraz Hussain, Jennifer Duffecy, Scott L. Langenecker, Theresa Nguyen, Theja Tulabandhula, John Zulueta, Olusola Ajilore, Alexander P. Demos, Alex D. Leow
Smartphone-derived Virtual Keyboard Dynamics Coupled with Accelerometer Data as a Window into Understanding Brain Health: Smartphone Keyboard and Accelerometer as Window into Brain Health. CHI (2023)
Haoteng Tang, Lei Guo, Xiyao Fu, Yalin Wang, Scott Mackin, Olusola Ajilore, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
Signed graph representation learning for functional-to-structural brain network mapping. Medical Image Anal. 83 (2023)
Mindy K. Ross, Theja Tulabandhula, Casey C. Bennett, Eu-Gene Baek, Dohyeon Kim, Faraz Hussain, Alexander P. Demos, Emma Ning, Scott A. Langenecker, Olusola Ajilore, Alex D. Leow
A Novel Approach to Clustering Accelerometer Data for Application in Passive Predictions of Changes in Depression Severity. Sensors 23 (3) (2023)
Xuetong Wang, Rong Zhou, Kanhao Zhao, Alex D. Leow, Yu Zhang, Lifang He
Normative Modeling Via Conditional Variational Autoencoder and Adversarial Learning to Identify Brain Dysfunction in Alzheimer's Disease. ISBI (2023)
Haoteng Tang, Xiyao Fu, Lei Guo, Yalin Wang, Scott Mackin, Olusola Ajilore, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
Functional2Structural: Cross-Modality Brain Networks Representation Learning. CoRR (2022)
Carlo Amodeo, Igor Fortel, Olusola Ajilore, Liang Zhan, Alex D. Leow, Theja Tulabandhula
Unified Embeddings of Structural and Functional Connectome via a Function-Constrained Structural Graph Variational Auto-Encoder. CoRR (2022)
Carlo Amodeo, Igor Fortel, Olusola Ajilore, Liang Zhan, Alex D. Leow, Theja Tulabandhula
Unified Embeddings of Structural and Functional Connectome via a Function-Constrained Structural Graph Variational Auto-Encoder. MICCAI (1) (2022)
Jun Yu, Zhaoming Kong, Aditya Kendre, Hao Peng, Carl Yang, Lichao Sun, Alex D. Leow, Lifang He
Structure-Preserving Graph Kernel for Brain Network Classification. ISBI (2022)
Casey C. Bennett, Mindy K. Ross, Eu-Gene Baek, Dohyeon Kim, Alex D. Leow
Smartphone accelerometer data as a proxy for clinical data in modeling of bipolar disorder symptom trajectory. npj Digit. Medicine 5 (2022)
Casey C. Bennett, Mindy K. Ross, Eu-Gene Baek, Dohyeon Kim, Alex D. Leow
Predicting clinically relevant changes in bipolar disorder outside the clinic walls based on pervasive technology interactions via smartphone typing dynamics. Pervasive Mob. Comput. 83 (2022)
Sicong Che, Zhaoming Kong, Hao Peng, Lichao Sun, Alex D. Leow, Yong Chen, Lifang He
Federated Multi-view Learning for Private Medical Data Integration and Analysis. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification by Factoring in Sensor Spatial Configuration. IEEE Access 9 (2021)
Zhaoming Kong, Aditya Kendre, Jun Yu, Hao Peng, Carl Yang, Lichao Sun, Alex D. Leow, Lifang He
Structure-Preserving Graph Kernel for Brain Network Classification. CoRR (2021)
Zachery Morrissey, Liang Zhan, Olusola Ajilore, Alex D. Leow
rest2vec: Vectorizing the resting-state functional connectome using graph embedding. NeuroImage 226 (2021)
Lichao Sun, Bokai Cao, Ji Wang, Witawas Srisa-an, Philip S. Yu, Alex D. Leow, Stephen Checkoway
Kollector: Detecting Fraudulent Activities on Mobile Devices Using Deep Learning. IEEE Trans. Mob. Comput. 20 (4) (2021)
Claudia Vesel, Homa Rashidisabet, John Zulueta, Jonathan P. Stange, Jennifer Duffecy, Faraz Hussain, Andrea Piscitello, John S. Bark, Scott A. Langenecker, Shannon Young, Erin Mounts, Larsson Omberg, Peter C. Nelson, Raeanne C. Moore, Dave Koziol, Keith Bourne, Casey C. Bennett, Olusola Ajilore, Alexander P. Demos, Alex D. Leow
Effects of mood and aging on keystroke dynamics metadata and their diurnal patterns in a large open-science sample: A BiAffect iOS study. J. Am. Medical Informatics Assoc. 27 (7) (2020)
Yurong Chen, Haoteng Tang, Lei Guo, Jamie C. Peven, Heng Huang, Alex D. Leow, Melissa Lamar, Liang Zhan
A Generalized Framework of Pathlength Associated Community Estimation for Brain Structural Network. ISBI (2020)
Marehan Waly, Teresa Helsten, Nhan Vuong, Amanda Gooding, William Frederick, Alex D. Leow, Jejo D. Koola
Diagnosing Chemotherapy-Related Cognitive Impairment Using Digital Phenotyping. AMIA (2020)
Ran Xu, Manu Mathew Thomas, Alex D. Leow, Olusola Ajilore, Angus G. Forbes
TempoCave: Visualizing Dynamic Connectome Datasets to Support Cognitive Behavioral Therapy. IEEE VIS (Short Papers) (2019)
Igor Fortel, Mitchell Butler, Laura E. Korthauer, Liang Zhan, Olusola Ajilore, Ira Driscoll, Anastasios Sidiropoulos, Yanfu Zhang, Lei Guo, Heng Huang, Dan Schonfeld, Alex D. Leow
Brain Dynamics Through the Lens of Statistical Mechanics by Unifying Structure and Function. MICCAI (5) (2019)
Jejo D. Koola, Veeral Ajmera, Job Godino, Lauren L'Heureux, Amanda Gooding, Marc Norman, Faraz Hussain, Alex D. Leow
Identifying Early Hepatic Encephalopathy Through Digital Phenotyping. AMIA (2019)
Mengqi Xing, Hyekyoung Lee, Zachery Morrissey, Moo K. Chung, K. Luan Phan, Heide Klumpp, Alex D. Leow, Olusola Ajilore
Altered dynamic electroencephalography connectome phase-space features of emotion regulation in social anxiety. NeuroImage 186 (2019)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification based on Image Configuration in Social Anxiety Disorder. NER (2019)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Heide Klumpp, Olusola Ajilore, Fatos T. Yarman-Vural
Improved EEG Classification by factoring in sensor topography. CoRR (2019)
Ran Xu, Manu Mathew Thomas, Alex D. Leow, Olusola Ajilore, Angus G. Forbes
TempoCave: Visualizing Dynamic Connectome Datasets to Support Cognitive Behavioral Therapy. CoRR (2019)
Haoteng Tang, Lei Guo, Emily L. Dennis, Paul M. Thompson, Heng Huang, Olusola Ajilore, Alex D. Leow, Liang Zhan
Classifying Stages of Mild Cognitive Impairment via Augmented Graph Embedding. MBIA/MFCA@MICCAI (2019)
Lei Guo, Haoteng Tang, Qi Wang, Emily L. Dennis, Dajiang Zhu, Heng Huang, Olusola Ajilore, Alex D. Leow, Liang Zhan
Identifying Configurational Abnormalities in Alzheimer'S Disease Progression Using Multi-View Structure Connectome. ISBI (2019)
Moo K. Chung, Zhan Luo, Alex D. Leow, Andrew L. Alexander, Richard J. Davidson, H. Hill Goldsmith
Exact Combinatorial Inference for Brain Images. MICCAI (1) (2018)
Ye Liu, Lifang He, Bokai Cao, Philip S. Yu, Ann B. Ragin, Alex D. Leow
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis. CoRR (2018)
Ye Liu, Lifang He, Bokai Cao, Philip S. Yu, Ann B. Ragin, Alex D. Leow
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis. AAAI (2018)
Zachery Morrissey, Liang Zhan, Hyekyoung Lee, Johnson J. G. Keiriz, Angus G. Forbes, Olusola Ajilore, Alex D. Leow, Moo K. Chung
Phase Angle Spatial Embedding (PhASE) - A Kernel Method for Studying the Topology of the Human Functional Connectome. MICCAI (3) (2018)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification based on Image Configuration in Social Anxiety Disorder. CoRR (2018)
He Huang, Bokai Cao, Philip S. Yu, Chang-Dong Wang, Alex D. Leow
dpMood: Exploiting Local and Periodic Typing Dynamics for Personalized Mood Prediction. CoRR (2018)
Jamie D. Feusner, Wesley T. Kerr, Teena D. Moody, Aifeng F. Zhang, Mark S. Cohen, Alex D. Leow, Michael A. Strober, Don A. Vaughn
Cross-diagnostic Prediction of Dimensional Psychiatric Phenotypes in Anorexia Nervosa and Body Dysmorphic Disorder Using Multimodal Neuroimaging and Psychometric Data. GRAIL/Beyond-MIC@MICCAI (2018)
Laura E. Korthauer, Liang Zhan, Olusola Ajilore, Alex D. Leow, Ira Driscoll
ε4 carriers. NeuroImage 178 (2018)
Mengqi Xing, Johnson J. GadElkarim, Olusola Ajilore, Ouri Wolfson, Angus G. Forbes, K. Luan Phan, Heide Klumpp, Alex D. Leow
Thought Chart: tracking the thought with manifold learning during emotion regulation. Brain Informatics 5 (2) (2018)
He Huang, Bokai Cao, Philip S. Yu, Chang-Dong Wang, Alex D. Leow
dpMood: Exploiting Local and Periodic Typing Dynamics for Personalized Mood Prediction. ICDM (2018)
Bokai Cao, Lei Zheng, Chenwei Zhang, Philip S. Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan, Alex D. Leow
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection. CoRR (2018)
Lichao Sun, Yuqi Wang, Bokai Cao, Philip S. Yu, Witawas Srisa-an, Alex D. Leow
Sequential Keystroke Behavioral Biometrics for Mobile User Identification via Multi-view Deep Learning. CoRR (2017)
Lichao Sun, Yuqi Wang, Bokai Cao, Philip S. Yu, Witawas Srisa-an, Alex D. Leow
Sequential Keystroke Behavioral Biometrics for Mobile User Identification via Multi-view Deep Learning. ECML/PKDD (3) (2017)
Johnson J. G. Keiriz, Liang Zhan, Morris Chukhman, Olusola Ajilore, Alex D. Leow, Angus Graeme Forbes
Exploring the Human Connectome Topology in Group Studies. CoRR (2017)
Ouri Wolfson, Piotr Szczurek, Aishwarya Vijayan, Alex D. Leow, Olusola Ajilore
A Traffic Analysis Perspective on Communication in the Brain. MDM (2017)
Bokai Cao, Lei Zheng, Chenwei Zhang, Philip S. Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan, Alex D. Leow
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection. KDD (2017)
Guixiang Ma, Lifang He, Chun-Ta Lu, Weixiang Shao, Philip S. Yu, Alex D. Leow, Ann B. Ragin
Multi-view Clustering with Graph Embedding for Connectome Analysis. CIKM (2017)
Bokai Cao, Lifang He, Xiaokai Wei, Mengqi Xing, Philip S. Yu, Heide Klumpp, Alex D. Leow
t-BNE: Tensor-based Brain Network Embedding. SDM (2017)
Giorgio Conte, Allen Q. Ye, Kyle R. Almryde, Olusola Ajilore, Alex D. Leow, Angus Graeme Forbes
Intrinsic Geometry Visualization for the Interactive Analysis of Brain Connectivity Patterns. Visualization and Data Analysis (2016)
Mengqi Xing, Olusola Ajilore, Ouri E. Wolfson, Christopher Abbott, Annmarie MacNamara, Reza Tadayonnejad, Angus G. Forbes, K. Luan Phan, Heide Klumpp, Alex D. Leow
Thought Chart: Tracking Dynamic EEG Brain Connectivity with Unsupervised Manifold Learning. BIH (2016)
Mengqi Xing, Reza Tadayonnejad, Annmarie MacNamara, Olusola Ajilore, K. Luan Phan, Heide Klumpp, Alex D. Leow
EEG based functional connectivity reflects cognitive load during emotion regulation. ISBI (2016)
Bokai Cao, Chun-Ta Lu, Xiaokai Wei, Philip S. Yu, Alex D. Leow
Semi-supervised Tensor Factorization for Brain Network Analysis. ECML/PKDD (1) (2016)
Talia M. Nir, Artemis Zavaliangos-Petropulu, Neda Jahanshad, Julio Villalon-Reina, Liang Zhan, Alex D. Leow, Matt A. Bernstein, Clifford R. Jack, Michael W. Weiner, Paul M. Thompson
Diffusion tensor distribution function metrics boost power to detect deficits in Alzheimer's disease. ISBI (2016)
Bokai Cao, Liang Zhan, Xiangnan Kong, Philip S. Yu, Nathalie Vizueta, Lori L. Altshuler, Alex D. Leow
Identification of Discriminative Subgraph Patterns in fMRI Brain Networks in Bipolar Affective Disorder. BIH (2015)
Giorgio Conte, Allen Q. Ye, Angus G. Forbes, Olusola Ajilore, Alex D. Leow
BRAINtrinsic: A Virtual Reality-Compatible Tool for Exploring Intrinsic Topologies of the Human Brain Connectome. BIH (2015)
Allen Q. Ye, Olusola Ajilore, Giorgio Conte, Johnson J. GadElkarim, Galen Thomas-Ramos, Liang Zhan, Shaolin Yang, Anand R. Kumar, Richard L. Magin, Angus Graeme Forbes, Alex D. Leow
The intrinsic geometry of the human brain connectome. Brain Informatics 2 (4) (2015)
Olusola Ajilore, Liang Zhan, Johnson J. GadElkarim, Aifeng Zhang, Jamie Feusner, Shaolin Yang, Paul M. Thompson, Anand R. Kumar, Alex D. Leow
Constructing the resting state structural connectome. Frontiers Neuroinformatics 7 (2013)
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)
Johnson J. GadElkarim, Richard L. Magin, Mark M. Meerschaert, Silvia Capuani, Marco Palombo, Anand R. Kumar, Alex D. Leow
Fractional Order Generalization of Anomalous Diffusion as a Multidimensional Extension of the Transmission Line Equation. IEEE J. Emerg. Sel. Topics Circuits Syst. 3 (3) (2013)
Won Hwa Kim, Nagesh Adluru, Moo K. Chung, Sylvia Charchut, Johnson J. GadElkarim, Lori L. Altshuler, Teena Moody, Anand R. Kumar, Vikas Singh, Alex D. Leow
Multi-resolutional Brain Network Filtering and Analysis via Wavelets on Non-Euclidean Space. MICCAI (3) (2013)
Johnson J. GadElkarim, Dan Schonfeld, Olusola Ajilore, Liang Zhan, Aifeng Zhang, Jamie Feusner, Paul M. Thompson, Tony J. Simon, Anand R. Kumar, Alex D. Leow
A Framework for Quantifying Node-Level Community Structure Group Differences in Brain Connectivity Networks. MICCAI (2) (2012)
Alex D. Leow, Liang Zhan, Olusola Ajilore, Johnson J. GadElkarim, Aifeng Zhang, Donatello Arienzo, Teena Moody, Jamie Feusner, Anand R. Kumar, Paul M. Thompson, Lori L. Altshuler
Measuring inter-hemispheric integration in bipolar affective disorder using brain network analyses and HARDI. ISBI (2012)
Alex D. Leow, Liang Zhan, Donatello Arienzo, Johnson J. GadElkarim, Aifeng Zhang, Olusola Ajilore, Anand R. Kumar, Paul M. Thompson, Jamie Feusner
Hierarchical Structural Mapping for Globally Optimized Estimation of Functional Networks. MICCAI (2) (2012)
Johnson J. GadElkarim, Liang Zhan, Shaolin Yang, Aifeng Zhang, Lori L. Altshuler, Melissa Lamar, Olusola Ajilore, Paul M. Thompson, Anand R. Kumar, Alex D. Leow
TDF-TRACT: Probabilistic tractography using the tensor distribution function. ISBI (2011)
Liang Zhan, Alex D. Leow, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Essa Yacoub, Noam Harel, Arthur W. Toga, Paul M. Thompson
Differential information content in staggered multiple shell hardi measured by the tensor distribution function. ISBI (2011)
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)
Liang Zhan, Alex D. Leow, Neda Jahanshad, Ming-Chang Chiang, Marina Barysheva, Agatha D. Lee, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Paul M. Thompson
How does angular resolution affect diffusion imaging measures? NeuroImage 49 (2) (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)
Liang Zhan, Alex D. Leow, Siwei Zhu, Ming-Chang Chiang, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Paul M. Thompson
Analyzing Multi-Fiber Reconstruction in High Angular Resolution Diffusion Imaging Using the Tensor Distribution Function. ISBI (2009)
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)
Igor Yanovsky, Alex D. Leow, Suh Lee, Stanley J. Osher, Paul M. Thompson
Comparing registration methods for mapping brain change using tensor-based morphometry. Medical Image Anal. 13 (5) (2009)
Alex D. Leow, Liang Zhan, Siwei Zhu, Nathan S. Hageman, Ming-Chang Chiang, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Paul M. Thompson
White Matter Integrity Measured by Fractional Anisotropy Correlates Poorly with Actual Individual Fiber Anisotropy. ISBI (2009)
Nathan S. Hageman, Alex D. Leow, David W. Shattuck, Liang Zhan, Paul M. Thompson, Siwei Zhu, Arthur W. Toga
Segmenting Crossing Fiber Geometries Using Fluid Mechanics Tensor Distribution Function Tractography. ISBI (2009)
Liang Zhan, Alex D. Leow, Siwei Zhu, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Paul M. Thompson
A Novel Measure of Fractional Anisotropy Based on the Tensor Distribution Function. MICCAI (1) (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, Alex D. Leow
Asymmetric and symmetric unbiased image registration: Statistical assessment of performance. CVPR Workshops (2008)
Ming-Chang Chiang, Alex D. Leow, Andrea D. Klunder, Rebecca A. Dutton, Marina Barysheva, Stephen E. Rose, Katie McMahon, Greig I. de Zubicaray, Arthur W. Toga, Paul M. Thompson
Fluid Registration of Diffusion Tensor Images Using Information Theory. IEEE Trans. Medical Imaging 27 (4) (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)
Alex D. Leow, Siwei Zhu, Katie McMahon, Greig I. de Zubicaray, Matthew Meredith, Margaret J. Wright, Paul M. Thompson
The tensor distribution function. ISBI (2008)
Alex D. Leow, Siwei Zhu
Tensor distribution function. Medical Imaging: Image Processing (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)
Alex D. Leow, Siwei Zhu, Katie McMahon, Greig I. de Zubicaray, Matthew Meredith, Margie Wright, Paul M. Thompson
Probabilistic multi-tensor estimation using the Tensor Distribution Function. CVPR (2008)
Igor Yanovsky, Paul M. Thompson, Stanley J. Osher, Alex D. Leow
Multimodal unbiased image matching via mutual information. Computational Imaging (2008)
Igor Yanovsky, Stanley J. Osher, Paul M. Thompson, Alex D. Leow
Log-unbiased large-deformation image registration. VISAPP (1) (2007)
Agatha D. Lee, Alex D. Leow, Allen Lu, Allan L. Reiss, Scott Hall, Ming-Chang Chiang, Arthur W. Toga, Paul M. Thompson
3D pattern of brain abnormalities in Fragile X syndrome visualized using tensor-based morphometry. NeuroImage 34 (3) (2007)
Alex D. Leow, Igor Yanovsky, Ming-Chang Chiang, Agatha D. Lee, Andrea D. Klunder, Allen Lu, James T. Becker, Simon W. Davis, Arthur W. Toga, Paul M. Thompson
Statistical Properties of Jacobian Maps and the Realization of Unbiased Large-Deformation Nonlinear Image Registration. IEEE Trans. Medical Imaging 26 (6) (2007)
Igor Yanovsky, Ming-Chang Chiang, Paul M. Thompson, Andrea D. Klunder, James T. Becker, Simon W. Davis, Arthur W. Toga, Alex D. Leow
Quantifying Deformation Using Information Theory: The Log-Unbiased Nonlinear Registration. ISBI (2007)
Igor Yanovsky, Paul M. Thompson, Stanley J. Osher, Alex D. Leow
Topology Preserving Log-Unbiased Nonlinear Image Registration: Theory and Implementation. CVPR (2007)
Igor Yanovsky, Paul M. Thompson, Stanley J. Osher, Luminita A. Vese, Alex D. Leow
Multiphase Segmentation of Deformation using Logarithmic Priors. CVPR (2007)
Natasha Leporé, Alex D. Leow, Paul M. Thompson
Landmark matching on the sphere using distance functions. ISBI (2006)
Alex D. Leow, Andrea D. Klunder, Clifford R. Jack Jr., Arthur W. Toga, Anders M. Dale, Matt A. Bernstein, Paula J. Britson, Jeffrey L. Gunter, Chadwick P. Ward, Jennifer L. Whitwell, Bret J. Borowski, Adam Fleisher, Nick C. Fox, Danielle J. Harvey, John Kornak, Norbert Schuff, Colin Studholme, Gene E. Alexander, Michael W. Weiner, Paul M. Thompson
Longitudinal stability of MRI for mapping brain change using tensor-based morphometry. NeuroImage 31 (2) (2006)
Alex D. Leow, Sung-Cheng Huang, Alex Geng, James T. Becker, Simon W. Davis, Arthur W. Toga, Paul M. Thompson
Inverse Consistent Mapping in 3D Deformable Image Registration: Its Construction and Statistical Properties. IPMI (2005)
Alex D. Leow, C. L. Yu, S. J. Lee, Sung-Cheng Huang, Hillary Protas, Rob Nicolson, Kiralee M. Hayashi, Arthur W. Toga, Paul M. Thompson
Brain structural mapping using a novel hybrid implicit/explicit framework based on the level-set method. NeuroImage 24 (3) (2005)
Alex D. Leow, Ming-Chang Chiang, Hillary Protas, Paul M. Thompson, Luminita A. Vese, Henry S. C. Huang
Linear and Non-linear Geometric Object Matching with Implicit Representation. ICPR (3) (2004)
Alex D. Leow, Paul M. Thompson, Hillary Protas, Sung-Cheng Huang
Brain Warping with Implicit Representations. ISBI (2004)