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Multi-model Order ICA: A Data-driven Method for Evaluating Brain Functional Network Connectivity Within and Between Multiple Spatial Scales

Xing Meng, Armin Iraji, Zening Fu, View ORCID ProfilePeter Kochunov, Aysenil Belger, Judy M. Ford, Sara McEwen, Daniel H. Mathalon, Bryon A. Mueller, Godfrey Pearlson, Steven G. Potkin, Adrian Preda, Jessica Turner, Theo G.M. van Erp, View ORCID ProfileJing Sui, View ORCID ProfileVince D. Calhoun
doi: https://doi.org/10.1101/2021.10.24.465635
Xing Meng
1Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory University, Atlanta, GA, USA
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Armin Iraji
1Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory University, Atlanta, GA, USA
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Zening Fu
1Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory University, Atlanta, GA, USA
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Peter Kochunov
4Maryland Psychiatric Research Center, Department of Psychiatry, School of Medicine, University of Maryland, Baltimore, MD, USA
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Aysenil Belger
5Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA
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Judy M. Ford
6Department of Psychiatry, University of California San Francisco, San Francisco, CA, USA
7San Francisco VA Medical Center, San Francisco, CA, USA
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Sara McEwen
8Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA, USA
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Daniel H. Mathalon
6Department of Psychiatry, University of California San Francisco, San Francisco, CA, USA
7San Francisco VA Medical Center, San Francisco, CA, USA
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Bryon A. Mueller
9Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
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Godfrey Pearlson
10Departments of Psychiatry and Neuroscience, Yale University, School of Medicine, New Haven, CT, USA
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Steven G. Potkin
11Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, USA
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Adrian Preda
11Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, USA
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Jessica Turner
1Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory University, Atlanta, GA, USA
12Department of Psychology, Georgia State University, Atlanta, GA, USA
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Theo G.M. van Erp
13Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, USA
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Jing Sui
1Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory University, Atlanta, GA, USA
2Brainnetome Center and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China
3University of Chinese Academy of Sciences, Beijing, China
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Vince D. Calhoun
1Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory University, Atlanta, GA, USA
12Department of Psychology, Georgia State University, Atlanta, GA, USA
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  • For correspondence: vcalhoun@gsu.edu
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Article Information

doi 
https://doi.org/10.1101/2021.10.24.465635
History 
  • October 27, 2021.
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.

Author Information

  1. Xing Meng1,
  2. Armin Iraji1,
  3. Zening Fu1,
  4. Peter Kochunov4,
  5. Aysenil Belger5,
  6. Judy M. Ford6,7,
  7. Sara McEwen8,
  8. Daniel H. Mathalon6,7,
  9. Bryon A. Mueller9,
  10. Godfrey Pearlson10,
  11. Steven G. Potkin11,
  12. Adrian Preda11,
  13. Jessica Turner1,12,
  14. Theo G.M. van Erp13,
  15. Jing Sui1,2,3 and
  16. Vince D. Calhoun1,12,*
  1. 1Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory University, Atlanta, GA, USA
  2. 2Brainnetome Center and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China
  3. 3University of Chinese Academy of Sciences, Beijing, China
  4. 4Maryland Psychiatric Research Center, Department of Psychiatry, School of Medicine, University of Maryland, Baltimore, MD, USA
  5. 5Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA
  6. 6Department of Psychiatry, University of California San Francisco, San Francisco, CA, USA
  7. 7San Francisco VA Medical Center, San Francisco, CA, USA
  8. 8Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA, USA
  9. 9Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
  10. 10Departments of Psychiatry and Neuroscience, Yale University, School of Medicine, New Haven, CT, USA
  11. 11Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, USA
  12. 12Department of Psychology, Georgia State University, Atlanta, GA, USA
  13. 13Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, USA
  1. ↵*Correspondence Address
    Vince D. Calhoun, Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, 55 Park Pl NE, Atlanta, GA 30303, USA, Email: vcalhoun{at}gsu.edu
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Multi-model Order ICA: A Data-driven Method for Evaluating Brain Functional Network Connectivity Within and Between Multiple Spatial Scales
Xing Meng, Armin Iraji, Zening Fu, Peter Kochunov, Aysenil Belger, Judy M. Ford, Sara McEwen, Daniel H. Mathalon, Bryon A. Mueller, Godfrey Pearlson, Steven G. Potkin, Adrian Preda, Jessica Turner, Theo G.M. van Erp, Jing Sui, Vince D. Calhoun
bioRxiv 2021.10.24.465635; doi: https://doi.org/10.1101/2021.10.24.465635
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Multi-model Order ICA: A Data-driven Method for Evaluating Brain Functional Network Connectivity Within and Between Multiple Spatial Scales
Xing Meng, Armin Iraji, Zening Fu, Peter Kochunov, Aysenil Belger, Judy M. Ford, Sara McEwen, Daniel H. Mathalon, Bryon A. Mueller, Godfrey Pearlson, Steven G. Potkin, Adrian Preda, Jessica Turner, Theo G.M. van Erp, Jing Sui, Vince D. Calhoun
bioRxiv 2021.10.24.465635; doi: https://doi.org/10.1101/2021.10.24.465635

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