Stephen C. Strother

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 29

Top Topics

Predictive Power

Diffusion Tensor

Top Venues

Frontiers Neuroinformatics

J. Open Source Softw.

Neuroinformatics

Publications

Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen C. Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI. NeuroImage 278 (2023)
Rachel J. Harding, Patrick Bermudez, Alexander Bernier, Michael Beauvais, Pierre Bellec, Sean L. Hill, Agah Karakuzu, Bartha M. Knoppers, Paul Pavlidis, Jean-Baptiste Poline, Jane Roskams, Nikola Stikov, Jessica Stone, Stephen C. Strother, CONP Consortium, Alan C. Evans
The Canadian Open Neuroscience Platform - An open science framework for the neuroscience community. PLoS Comput. Biol. 19 (7) (2023)
Brendan Behan, Francis Jeanson, Heena Cheema, Derek Eng, Fatema Khimji, Anthony L. Vaccarino, Tom Gee, Susan G. Evans, F. Chris MacPhee, Fan Dong, Shahab Shahnazari, Alana Sparks, Emily Martens, Bianca Lasalandra, Stephen R. Arnott, Stephen C. Strother, Mojib Javadi, Moyez Dharsee, Kenneth R. Evans, Kirk Nylen, Tom Mikkelsen
FAIR in action: Brain-CODE - A neuroscience data sharing platform to accelerate brain research. Frontiers Neuroinformatics 17 (2023)
Tülay Adali, Furkan Kantar, Mohammad Abu Baker Siddique Akhonda, Stephen C. Strother, Vince D. Calhoun, Evrim Acar
Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness. IEEE Signal Process. Mag. 39 (4) (2022)
Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen C. Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI. CoRR (2022)
Seyyed M. H. Haddad, Christopher J. M. Scott, Miracle Ozzoude, Courtney Berezuk, Melissa Holmes, Sabrina Adamo, Joel Ramirez, Stephen R. Arnott, Nuwan D. Nanayakkara, Malcolm A. Binns, Derek Beaton, Wendy Lou, Kelly Sunderland, Sujeevini Sujanthan, Jane Lawrence, Donna Kwan, Brian Tan, Leanne Casaubon, Jennifer Mandzia, Demetrios Sahlas, Gustavo Saposnik, Ayman Hassan, Brian Levine, Paul McLaughlin, J. B. Orange, Angela Roberts, Angela Troyer, Sandra E. Black, Dar Dowlatshahi, Stephen C. Strother, Richard H. Swartz, Sean Symons, Manuel Montero-Odasso, ONDRI Investigators, Robert Bartha
Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity. Int. J. Biomed. Imaging 2022 (2022)
Tülay Adali, Rodrigo Capobianco Guido, Tin Kam Ho, Klaus-Robert Müller, Stephen C. Strother
Interpretability, Reproducibility, and Replicability [From the Guest Editors]. IEEE Signal Process. Mag. 39 (4) (2022)
Mathew Birdsall Abrams, Jan G. Bjaalie, Samir Das, Gary F. Egan, Satrajit S. Ghosh, Wojtek James Goscinski, Jeffrey S. Grethe, Jeanette Hellgren Kotaleski, Eric Tatt Wei Ho, David N. Kennedy, Linda J. Lanyon, Trygve B. Leergaard, Helen S. Mayberg, Luciano Milanesi, Roman Moucek, Jean-Baptiste Poline, Prasun Roy, Stephen C. Strother, Tong Boon Tang, Paul H. E. Tiesinga, Thomas Wachtler, Daniel K. Wójcik, Maryann E. Martone
A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility. Neuroinformatics 20 (1) (2022)
Mathew Birdsall Abrams, Jan G. Bjaalie, Samir Das, Gary F. Egan, Satrajit S. Ghosh, Wojtek James Goscinski, Jeffrey S. Grethe, Jeanette Hellgren Kotaleski, Eric Tatt Wei Ho, David N. Kennedy, Linda J. Lanyon, Trygve B. Leergaard, Helen S. Mayberg, Luciano Milanesi, Roman Moucek, Jean-Baptiste Poline, Prasun Roy, Stephen C. Strother, Tong Boon Tang, Paul H. E. Tiesinga, Thomas Wachtler, Daniel K. Wójcik, Maryann E. Martone
Correction to: A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility. Neuroinformatics 20 (1) (2022)
Shuai Liang, Derek Beaton, Stephen R. Arnott, Tom Gee, Mojdeh Zamyadi, Robert Bartha, Sean Symons, Glenda M. MacQueen, Stefanie Hassel, Jason P. Lerch, Evdokia Anagnostou, Raymond W. Lam, Benicio N. Frey, Roumen Milev, Daniel J. Müller, Sidney H. Kennedy, Christopher J. M. Scott, Stephen C. Strother
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach. Frontiers Neuroinformatics 15 (2021)
Emmanuel E. Ntiri, Melissa F. Holmes, Parisa Mojiri Forooshani, Joel Ramirez, Fuqiang Gao, Miracle Ozzoude, Sabrina Adamo, Christopher J. M. Scott, Dar Dowlatshahi, Jane M. Lawrence-Dewar, Donna Kwan, Anthony E. Lang, Sean Symons, Robert Bartha, Stephen C. Strother, Jean-Claude Tardif, Mario Masellis, Richard H. Swartz, Alan Moody, Sandra E. Black, Maged Goubran
Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs. Neuroinformatics 19 (4) (2021)
Aras Kayvanrad, Stephen R. Arnott, Nathan Churchill, Stefanie Hassel, Aditi Chemparathy, Fan Dong, Mojdeh Zamyadi, Tom Gee, Robert Bartha, Sandra E. Black, Jane M. Lawrence-Dewar, Christopher J. M. Scott, Sean Symons, Andrew D. Davis, Geoffrey B. Hall, Jacqueline Harris, Nancy J. Lobaugh, Glenda M. MacQueen, Cindy Woo, Stephen C. Strother
Resting state fMRI scanner instabilities revealed by longitudinal phantom scans in a multi-center study. NeuroImage 237 (2021)
Vincent Beliveau, Brice Ozenne, Stephen C. Strother, Douglas N. Greve, Claus Svarer, Gitte Moos Knudsen, Melanie Ganz
The structure of the serotonin system: A PET imaging study. NeuroImage 205 (2020)
Martin Nørgaard, Melanie Ganz, Claus Svarer, Vibe G. Frokjaer, Douglas N. Greve, Stephen C. Strother, Gitte Moos Knudsen
C]DASB PET study. NeuroImage 199 (2019)
Martin Nørgaard, Brice Ozenne, Claus Svarer, Vibe G. Frokjaer, Martin Schain, Stephen C. Strother, Melanie Ganz
Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging. MICCAI (4) (2019)
Pradeep Reddy Raamana, Stephen C. Strother
mrivis: Medical image visualization library for neuroscience in python. J. Open Source Softw. 3 (30) (2018)
David J. Rotenberg, Qing Chang, Natalia Potapova, Andy Wang, Marcia Hon, Marcos Sanches, Nikola Bogetic, Nathan Frias, Tommy Liu, Brendan Behan, Rachad El-Badrawi, Stephen C. Strother, Susan G. Evans, Jordan Mikkelsen, Tom Gee, Fan Dong, Stephen R. Arnott, Shuai Laing, Moyez Dharsee, Anthony L. Vaccarino, Mojib Javadi, Kenneth R. Evans, Damian Jankowicz
The CAMH Neuroinformatics Platform: A Hospital-Focused Brain-CODE Implementation. Frontiers Neuroinformatics 12 (2018)
Anthony L. Vaccarino, Moyez Dharsee, Stephen C. Strother, Don Aldridge, Stephen R. Arnott, Brendan Behan, Costas Dafnas, Fan Dong, Kenneth Edgecombe, Rachad El-Badrawi, Khaled El Emam, Tom Gee, Susan G. Evans, Mojib Javadi, Francis Jeanson, Shannon Lefaivre, Kristen Lutz, F. Chris MacPhee, Jordan Mikkelsen, Tom Mikkelsen, Nicholas Mirotchnick, Tanya Schmah, Christa M. Studzinski, Donald T. Stuss, Elizabeth Theriault, Kenneth R. Evans
Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data. Frontiers Neuroinformatics 12 (2018)
Martin Nørgaard, Douglas N. Greve, Claus Svarer, Stephen C. Strother, Gitte Moos Knudsen, Melanie Ganz
The Impact of Preprocessing Pipeline Choice in Univariate and Multivariate Analyses of PET Data. PRNI (2018)
Pradeep Reddy Raamana, Stephen C. Strother
graynet: single-subject morphometric networks for neuroscience connectivity applications. J. Open Source Softw. 3 (30) (2018)
Pradeep Reddy Raamana, Stephen C. Strother
Histogram-weighted Networks for Feature Extraction, Connectivity and Advanced Analysis in Neuroscience. J. Open Source Softw. 2 (19) (2017)
Nathan William Churchill, Pradeep Reddy Raamana, Robyn Spring, Stephen C. Strother
Optimizing fMRI preprocessing pipelines for block-design tasks as a function of age. NeuroImage 154 (2017)
Pradeep Reddy Raamana, Stephen C. Strother
Python class defining a machine learning dataset ensuring key-based correspondence and maintaining integrity. J. Open Source Softw. 2 (17) (2017)
Krzysztof J. Gorgolewski, Fidel Alfaro-Almagro, Tibor Auer, Pierre Bellec, Mihai Capota, M. Mallar Chakravarty, Nathan William Churchill, Alexander Li Cohen, R. Cameron Craddock, Gabriel A. Devenyi, Anders Eklund, Oscar Esteban, Guillaume Flandin, Satrajit S. Ghosh, J. Swaroop Guntupalli, Mark Jenkinson, Anisha Keshavan, Gregory Kiar, Franziskus Liem, Pradeep Reddy Raamana, David Raffelt, Christopher John Steele, Pierre-Olivier Quirion, Robert E. Smith, Stephen C. Strother, Gaël Varoquaux, Yida Wang, Tal Yarkoni, Russell A. Poldrack
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. PLoS Comput. Biol. 13 (3) (2017)
Cristina Saverino, Zainab Fatima, Saman Sarraf, Anita Oder, Stephen C. Strother, Cheryl L. Grady
The Associative Memory Deficit in Aging Is Related to Reduced Selectivity of Brain Activity during Encoding. J. Cogn. Neurosci. 28 (9) (2016)
Pradeep Reddy Raamana, Stephen C. Strother
Novel histogram-weighted cortical thickness networks and a multi-scale analysis of predictive power in Alzheimer's disease. PRNI (2016)
Dimitri Van De Ville, Viktor K. Jirsa, Stephen C. Strother, Jonas Richiardi, Andrew Zalesky
Introduction to the Issue on Advanced Signal Processing for Brain Networks. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Ali-Mohammad Golestani, Jonathan B. Kwinta, Stephen C. Strother, Yasha B. Khatamian, J. Jean Chen
The association between cerebrovascular reactivity and resting-state fMRI functional connectivity in healthy adults: The influence of basal carbon dioxide. NeuroImage 132 (2016)
Gitte Moos Knudsen, Peter S. Jensen, David Erritzoe, William F. C. Baaré, Anders Ettrup, Patrick M. Fisher, Nic Gillings, Hanne D. Hansen, Lars Kai Hansen, Steen G. Hasselbalch, Susanne Henningsson, Matthias M. Herth, Klaus K. Holst, Pernille Iversen, Lars Vedel Kessing, Julian Macoveanu, Kathrine Skak Madsen, Erik L. Mortensen, Finn Årup Nielsen, Olaf B. Paulson, Hartwig R. Siebner, Dea S. Stenbæk, Claus Svarer, Terry L. Jernigan, Stephen C. Strother, Vibe G. Frokjaer
The Center for Integrated Molecular Brain Imaging (Cimbi) database. NeuroImage 124 (2016)
Babak Afshin-Pour, Seyed-Mohammad Shams, Stephen C. Strother
A Hybrid LDA+gCCA Model for fMRI Data Classification and Visualization. IEEE Trans. Medical Imaging 34 (5) (2015)
Stephen C. Strother, Saman Sarraf, Cheryl L. Grady
A hierarchy of cognitive brain networks revealed by multivariate performance metrics. ACSSC (2014)
Babak Afshin-Pour, Cheryl L. Grady, Stephen C. Strother
Evaluation of spatio-temporal decomposition techniques for group analysis of fMRI resting state data sets. NeuroImage 87 (2014)
Grigori Yourganov, Tanya Schmah, Nathan William Churchill, Marc G. Berman, Cheryl L. Grady, Stephen C. Strother
Pattern classification of fMRI data: Applications for analysis of spatially distributed cortical networks. NeuroImage 96 (2014)
Reza Sina Nakhjavani, Sahel Sharify, Ali B. Hashemi, Alan W. Lu, Cristiana Amza, Stephen C. Strother
Porting a neuro-imaging application to a CPU-GPU cluster. HPCS (2014)
Nathan William Churchill, Stephen C. Strother
PHYCAA +: An optimized, adaptive procedure for measuring and controlling physiological noise in BOLD fMRI. NeuroImage 82 (2013)
Nathan William Churchill, Grigori Yourganov, Robyn Spring, Peter Mondrup Rasmussen, Wayne Lee, Jon E. Ween, Stephen C. Strother
PHYCAA: Data-driven measurement and removal of physiological noise in BOLD fMRI. NeuroImage 59 (2) (2012)
Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen, Nathan William Churchill, Stephen C. Strother
Model sparsity and brain pattern interpretation of classification models in neuroimaging. Pattern Recognit. 45 (6) (2012)
Babak Afshin-Pour, Gholam-Ali Hossein-Zadeh, Stephen C. Strother, Hamid Soltanian-Zadeh
Enhancing reproducibility of fMRI statistical maps using generalized canonical correlation analysis in NPAIRS framework. NeuroImage 60 (4) (2012)
Peter Mondrup Rasmussen, Tanya Schmah, Kristoffer Hougaard Madsen, Torben Ellegaard Lund, Grigori Yourganov, Stephen C. Strother, Lars Kai Hansen
Visualization of Nonlinear Classification Models in Neuroimaging - Signed Sensitivity Maps. BIOSIGNALS (2012)
Grigori Yourganov, Xu Chen, Ana S. Lukic, Cheryl L. Grady, Steven L. Small, Miles N. Wernick, Stephen C. Strother
Dimensionality estimation for optimal detection of functional networks in BOLD fMRI data. NeuroImage 56 (2) (2011)
Robert L. Barry, Stephen C. Strother, J. Christopher Gatenby, John C. Gore
Data-driven optimization and evaluation of 2D EPI and 3D PRESTO for BOLD fMRI at 7 Tesla: I. Focal coverage. NeuroImage 55 (3) (2011)
Stephen C. Strother, Anita Oder, Robyn Spring, Cheryl L. Grady
The NPAIRS Computational Statistics Framework for Data Analysis in Neuroimaging. COMPSTAT (2010)
Tanya Schmah, Grigori Yourganov, Richard S. Zemel, Geoffrey E. Hinton, Steven L. Small, Stephen C. Strother
Comparing Classification Methods for Longitudinal fMRI Studies. Neural Comput. 22 (11) (2010)
Miles N. Wernick, Yongyi Yang, Jovan G. Brankov, Grigori Yourganov, Stephen C. Strother
Machine Learning in Medical Imaging. IEEE Signal Process. Mag. 27 (4) (2010)
Jennifer W. Evans, Rebecca M. Todd, Margot J. Taylor, Stephen C. Strother
Group specific optimisation of fMRI processing steps for child and adult data. NeuroImage 50 (2) (2010)
Tanya Schmah, Geoffrey E. Hinton, Richard S. Zemel, Steven L. Small, Stephen C. Strother
Generative versus discriminative training of RBMs for classification of fMRI images. NIPS (2008)
Jing Zhang, Lichen Liang, Jon R. Anderson, Lael C. Gatewood, David A. Rottenberg, Stephen C. Strother
A Java-based fMRI Processing Pipeline Evaluation System for Assessment of Univariate General Linear Model and Multivariate Canonical Variate Analysis-based Pipelines. Neuroinformatics 6 (2) (2008)
Jing Zhang, Lichen Liang, Jon R. Anderson, Lael C. Gatewood, David A. Rottenberg, Stephen C. Strother
Evaluation and comparison of GLM- and CVA-based fMRI processing pipelines with Java-based fMRI processing pipeline evaluation system. NeuroImage 41 (4) (2008)
Ana S. Lukic, Miles N. Wernick, Yongyi Yang, Lars Kai Hansen, Konstantinos Arfanakis, Stephen C. Strother
Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages. IEEE Trans. Medical Imaging 26 (8) (2007)
Ana S. Lukic, Miles N. Wernick, Dimitris Tzikas, Xu Chen, Aristidis Likas, Nikolas P. Galatsanos, Yongyi Yang, E. Zhao, Stephen C. Strother
Bayesian Kernel Methods for Analysis of Functional Neuroimages. IEEE Trans. Medical Imaging 26 (12) (2007)
John J. Sidtis, Christopher M. Gomez, Ansam Groshong, Stephen C. Strother, David A. Rottenberg
Mapping cerebral blood flow during speech production in hereditary ataxia. NeuroImage 31 (1) (2006)
Ben J. Harrison, Marnie E. Shaw, Murat Yücel, Rosemary Purcell, Warrick J. Brewer, Stephen C. Strother, Gary F. Egan, James S. Olver, Pradeep J. Nathan, Christos Pantelis
Functional connectivity during Stroop task performance. NeuroImage 24 (1) (2005)
Stephen LaConte, Stephen C. Strother, Vladimir Cherkassky, Jon R. Anderson, Xiaoping Hu
Support vector machines for temporal classification of block design fMRI data. NeuroImage 26 (2) (2005)
John J. Sidtis, Stephen C. Strother, David A. Rottenberg
The effect of set on the resting state in functional imaging: a role for the striatum? NeuroImage 22 (3) (2004)
Ana S. Lukic, Miles N. Wernick, Yongyi Yang, Nikolas P. Galatsanos, Stephen C. Strother
Reversible Jump Markov Chain Monte Carlo Signal Detection In Functional Neuroimaging Analysis. ISBI (2004)
Marnie E. Shaw, Stephen C. Strother, Maria Gavrilescu, Katherine Podzebenko, Anthony B. Waites, John D. G. Watson, Jon R. Anderson, Graeme D. Jackson, Gary F. Egan
Evaluating subject specific preprocessing choices in multisubject fMRI data sets using data-driven performance metrics. NeuroImage 19 (3) (2003)
Stephen C. Strother
A developer's commentary on fiswidgets. Neuroinformatics 1 (1) (2003)
John J. Sidtis, Stephen C. Strother, David A. Rottenberg
Predicting performance from functional imaging data: methods matter. NeuroImage 20 (2) (2003)
Stephen LaConte, Jon R. Anderson, Suraj Muley, James Ashe, Sally Frutiger, Kelly Rehm, Lars Kai Hansen, Essa Yacoub, Xiaoping Hu, David A. Rottenberg, Stephen C. Strother
The Evaluation of Preprocessing Choices in Single-Subject BOLD fMRI Using NPAIRS Performance Metrics. NeuroImage 18 (1) (2003)
Ana S. Lukic, Miles N. Wernick, Lars Kai Hansen, Jon R. Anderson, Stephen C. Strother
A spatially robust ICA algorithm for multiple fMRI data sets. ISBI (2002)
Marnie E. Shaw, Stephen C. Strother, Alexander C. McFarlane, Philip Morris, Jon R. Anderson, C. Richard Clark, Gary F. Egan
Abnormal Functional Connectivity in Posttraumatic Stress Disorder. NeuroImage 15 (3) (2002)
Ana S. Lukic, Lars Kai Hansen, Miles N. Wernick, Stephen C. Strother
An ICA algorithm for analyzing multiple data sets. ICIP (2) (2002)
Ulrik Kjems, Lars Kai Hansen, Jon R. Anderson, Sally Frutiger, Suraj Muley, John J. Sidtis, David A. Rottenberg, Stephen C. Strother
The Quantitative Evaluation of Functional Neuroimaging Experiments: Mutual Information Learning Curves. NeuroImage 15 (4) (2002)
Ana S. Lukic, Miles N. Wernick, Nikolas P. Galatsanos, Yongyi Yang, Stephen C. Strother
A reversible jump Markov chain Monte Carlo algorithm for analysis of functional neuroimages. ICIP (3) (2002)
Stephen C. Strother, Jon R. Anderson, Lars Kai Hansen, Ulrik Kjems, Rafal Kustra, John J. Sidtis, Sally Frutiger, Suraj Muley, Stephen LaConte, David A. Rottenberg
The Quantitative Evaluation of Functional Neuroimaging Experiments: The NPAIRS Data Analysis Framework. NeuroImage 15 (4) (2002)
Ana S. Lukic, Miles N. Wernick, Stephen C. Strother
An evaluation of methods for detecting brain activations from functional neuroimages. Artif. Intell. Medicine 25 (1) (2002)
Rafal Kustra, Stephen C. Strother
Penalized Discriminant Analysis of [15O]-water PET Brain Images with Prediction Error Selection of Smoothness and Regularization. IEEE Trans. Medical Imaging 20 (5) (2001)
Ulrik Kjems, Lars Kai Hansen, Stephen C. Strother
Generalizable Singular Value Decomposition for Ill-posed Datasets. NIPS (2000)
Ulrik Kjems, Stephen C. Strother, Jon R. Anderson, Ian Law, Lars Kai Hansen
Enhancing the Multivariate Signal of [15O] water PET Studies with a New Non-Linear Neuroanatomical Registration Algorithm. IEEE Trans. Medical Imaging 18 (4) (1999)
Kelly Rehm, Kamakshi Lakshminaryan, Sally Frutiger, Kirt Schaper, De Witt L. Sumners, Stephen C. Strother, Jon R. Anderson, David A. Rottenberg
A symbolic environment for visualizing activated foci in functional neuroimaging datasets. Medical Image Anal. 2 (3) (1998)
Niels J. S. Mørch, Lars Kai Hansen, Stephen C. Strother, Claus Svarer, David A. Rottenberg, Benny Lautrup, Robert L. Savoy, Olaf B. Paulson
Nonlinear versus Linear Models in Functional Neuroimaging: Learning Curves and Generalization Crossover. IPMI (1997)
Niels J. S. Mørch, Ulrik Kjems, Lars Kai Hansen, Claus Svarer, Ian Law, Benny Lautrup, Stephen C. Strother, Kelly Rehm
Visualization of neural networks using saliency maps. ICNN (1995)
Xiao-Liang Xu, Jeih-San Liow, Stephen C. Strother
A novel iterative reconstruction algorithm for emission computed tomography. ICASSP (5) (1993)