Publications
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Articles
| 2013 | |
| [40] | article S. Peltier, D. Noll, J. Lisinski, S. LaConte. Multivariate classification of complex and multi-echo fMRI data. International Workshop on Pattern Recognition in Neuroimaging (PRNI), 229-232, 2013. [bibtex] [download]
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| 2011 | |
| [39] | abstract Y. Shaw, C. Craddock, S. LaConte, S. J. Peltier. Functional Connectivity: Biophysical Underpinnings and Ramifications. In Proceedings 19th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Montreal, page 4655, 2011. [bibtex]
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| 2010 | |
| [38] | article K. A. Williams, M. Magnuson, W. Majeed, S. M. LaConte, S. J. Peltier, X. Hu, S. D. Keilholz. Comparison of a-chloralose, medetomidine and isoflurane anesthesia for functional connectivity mapping in the rat. Magnetic Resonance Imaging, 28:995-1003, 2010. [bibtex] [download]
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| [37] | abstract S. J. Peltier, J. Lisinski, D. C. Noll, S. LaConte. Support Vector Machine Classification of fMRI Data in Image and K-Space Domains. In Proceedings 18th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Stockholm, page 270, 2010. [bibtex]
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| 2009 | |
| [36] | article S. J. Peltier, J. M. Lisinski, D. C. Noll, S. M. LaConte. Support vector machine classification of complex fMRI data. Conf Proc IEEE Eng Med Biol Soc, 1:5381-5384, 2009. [bibtex] [download]
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| [35] | article Z. Li, C. D. Coles, M. E. Lynch, S. Hamann, S. Peltier, S. LaConte, X. Hu. Prenatal cocaine exposure alters emotional arousal regulation and its effects on working memory. Neurotoxicol Teratol, 31:342-348, 2009. [bibtex] [download]
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| [34] | article G. Deshpande, S. LaConte, G. A. James, S. Peltier, X. Hu. Multivariate Granger causality analysis of fMRI data. Hum Brain Mapp, 30:1361-1373, 2009. [bibtex] [download]
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| [33] | article G. Deshpande, S. LaConte, S. Peltier, X. Hu. Integrated local correlation: a new measure of local coherence in fMRI data. Hum Brain Mapp, 30:13-23, 2009. [bibtex] [download]
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| [32] | abstract S. J. Peltier, J. Lisinski, D. C. Noll, S. M. LaConte. Support vector machine classification of k-space fMRI data. In 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, Neuroimage, Elsevier47:page 57-57, 2009. [bibtex]
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| 2008 | |
| [31] | abstract G. James, S. Peltier, R. Craddock, S. LaConte, H. Mayberg, X. Hu. Reliable modeling of resting-state emotional networks in major depressive disorder: Applicability of exploratory structural equation modeling to small sample sizes. In Proceedings 16th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Toronto, page 95, 2008. [bibtex]
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| [30] | article J. Zhuang, S. Peltier, S. He, S. LaConte, X. Hu. Mapping the connectivity with structural equation modeling in an fMRI study of shape-from-motion task. NeuroImage, 42:799-806, 2008. [bibtex] [download]
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| 2007 | |
| [29] | article S. M. LaConte, S. J. Peltier, X. P. Hu. Real-time fMRI using brain-state classification. Hum Brain Mapp, 28:1033-1044, 2007. [bibtex] [download]
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| [28] | article S. Peltier, R. Stilla, E. Mariola, S. LaConte, X. Hu, K. Sathian. Activity and effective connectivity of parietal and occipital cortical regions during haptic shape perception. Neuropsychologia, 45:476-483, 2007. [bibtex] [download]
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| [27] | abstract G. Deshpande, S. LaConte, S. Peltier, X. Hu. Integrated local correlation: A new measure of local coherence in fMRI data. In Proceedings 15th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Berlin, page 3480, 2007. [bibtex]
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| [26] | abstract G. Deshpande, S. LaConte, S. Peltier, GA. James, X. Hu. Multivariate granger causality analysis of brain networks. In Proceedings 15th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Berlin, page 3184, 2007. [bibtex]
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| [25] | abstract K. A. Williams, S. M. LaConte, S. J. Peltier, S. D. Keilholz. Investigating the influence of anesthesia on resting state connectivity in rats using multiple analysis techniques. In Proceedings 15th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Berlin, page 2009, 2007. [bibtex]
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| 2006 | |
| [24] | article G. Deshpande, S. LaConte, S. Peltier, X. Hu. Directed transfer function analysis of fMRI data to investigate network dynamics. Conf Proc IEEE Eng Med Biol Soc, 1:671-674, 2006. [bibtex] [download]
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| [23] | article C. McDaniel, E. Veledar, S. LaConte, S. Peltier, A. Maciuba. Ethical environment, healthcare work, and patient outcomes. Am J Bioeth, 6:17-29, 2006. [bibtex]
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| [22] | article G. Deshpande, S. LaConte, S. Peltier, X. Hu. Tissue specificity of nonlinear dynamics in baseline fMRI. Magn Reson Med, 55:626-632, 2006. [bibtex] [download]
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| [21] | G. Deshpande, S. LaConte, S. Peltier, X. Hu. Connectivity Analysis of Human Functional MRI Data: From Linear to Nonlinear and Static to Dynamic.. Chapter in Medical Imaging and Augmented Reality, Lecture Notes in Computer Science, Springer17-24, 2006. [bibtex]
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| [20] | abstract K. Williams, S. Peltier, S. LaConte, S. Keilholz. MRI of functional connectivity in the rodent. In 36th Annual Meeting of Society for Neuroscience (SfN), Atlanta, 2006. [bibtex]
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| [19] | abstract S. LaConte, S. Peltier, K. Heberlein, X. Hu. Predictive Eye Estimation Regression (PEER) for Simultaneous Eye Tracking and fMRI. In Proceedings 14th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Seattle, page 2808, 2006. [bibtex]
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| [18] | abstract K. Williams, S. Peltier, S. LaConte, S. Keilholz. MRI evidence of resting state connectivity in rodent brain. In Proceedings 14th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Seattle, page 2119, 2006. [bibtex]
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| [17] | abstract M. Byas-Smith, P. Sebel, S. Hamann, G. Deshpande, S. LaConte, S. Peltier, X. Hu, C. Kerssens. Local Coherence as a Measure of Localized Co-ordination in the Brain: An Application to Anesthesia. In Proceedings 14th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Seattle, page 1100, 2006. [bibtex]
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| [16] | abstract G. Deshpande, S. LaConte, S. Peltier, X. Hu. Tissue Specificity of Nonlinear Dynamics in Baseline fMRI. In Proceedings 14th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Seattle, page 533, 2006. [bibtex]
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| [15] | abstract E. Heuer, E. Mariola, R. Stilla, S. Peltier, S. LaConte, K. Sathian. Tactile spatial learning recruits activity in a widespread neural network. In 36th Annual Meeting of Society for Neuroscience (SfN), Atlanta, 2006. [bibtex]
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| 2005 | |
| [14] | article S. J. Peltier, S. M. LaConte, D. M. Niyazov, J. Z. Liu, V. Sahgal, G. H. Yue, X. P. Hu. Reductions in interhemispheric motor cortex functional connectivity after muscle fatigue. Brain Res, 1057:10-16, 2005. [bibtex] [download]
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| [13] | article J. Zhuang, S. LaConte, S. Peltier, K. Zhang, X. Hu. Connectivity exploration with structural equation modeling: an fMRI study of bimanual motor coordination. NeuroImage, 25:462-470, 2005. [bibtex] [download]
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| [12] | abstract S. LaConte, S. Peltier, X. Hu. Real-time classification of brain states for fMRI experiments. In 11th Annual Meeting of the Organization for Human Brain Mapping, Toronto, :2005. [bibtex]
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| [11] | article S. J. Peltier, S. M. LaConte, D. Niyazov, J. Liu, V. Sahgal, G. Yue, X. Hu. Changes in interhemispheric motor connectivity after muscle fatigue. Proc SPIE Medical Imaging, 5746:657-661, 2005. [bibtex] [download]
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| [10] | article G. Deshpande, S. LaConte, S. Peltier, X. Hu. Spatial embedding of fMRI for investigating local coupling in human brain. Proc SPIE Medical Imaging, 5746:119-125, 2005. [bibtex] [download]
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| [9] | abstract S. LaConte, J. Chen, S. Peltier, X. Hu. Humans out-learning the machine: Support vector machines applied to fMRI of human motor learning. In Proceedings 13th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Miami, page 568, 2005. [bibtex]
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| [8] | abstract G. Deshpande, S. LaConte, S. Peltier, X. Hu. Evaluation of nonlinear functional connectivity using phase-space embedding. In Proceedings 13th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Miami, page 1598, 2005. [bibtex]
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| [7] | abstract S. LaConte, J. Chen, S. Peltier, X. Hu. Discriminating one finger from another: Support vector classification of event-related fMRI. In Proceedings 13th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Miami, page 1583, 2005. [bibtex]
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| 2004 | |
| [6] | article S. J. Peltier, S. LaConte, Y. Kadah, X. Hu. Robust ICA analysis for model-free functional connectivity detection. Proc SPIE Medical Imaging, 5369:691-699, 2004. [bibtex] [download]
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| [5] | article S. J. Peltier, S. M. LaConte, X. Hu. Online detection of low-frequency functional connectivity. Proc SPIE Medical Imaging, 5369:683-690, 2004. [bibtex] [download]
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| [4] | article S. M. LaConte, S. Peltier, Y. Kadah, S.-C. Ngan, G. Deshpande, X. Hu. Detecting nonlinear dynamics of functional connectivity. Proc SPIE Medical Imaging, 5369:227-237, 2004. [bibtex] [download]
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| [3] | abstract S. Peltier, S. LaConte, X. Hu. Online model-free detection of fMRI signals: Application to task activation and resting state functional connectivity. In Proceedings 12th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Kyoto, page 2552, 2004. [bibtex]
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| [2] | abstract S. LaConte, S. Peltier, X. Hu. Real-Time Prediction of Brain States Using fMRI. In Proceedings 12th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Kyoto, page 2551, 2004. [bibtex]
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| 2003 | |
| [1] | abstract S. LaConte, S.-C. Ngan, J. Zhuang, K. Heberlein, S. Peltier, X. Hu. Dynamical determinism related to functional connectivity in fMRI baseline time series. In Proceedings 11th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Toronto, page 1778, 2003. [bibtex]
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