Space-time resolved inference-based whole-brain neurophysiological mechanism imaging: application to resting-state alpha rhythm

Yun Zhao; Mario Boley; Andria Pelentritou; Philippa J. Karoly; Dean R. Freestone; Yueyang Liu; Suresh Muthukumaraswamy; William Woods; David Liley; Levin Kuhlmann

doi:10.1101/2022.05.03.490402

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Space-time resolved inference-based whole-brain neurophysiological mechanism imaging: application to resting-state alpha rhythm

View ORCID ProfileYun Zhao, View ORCID ProfileMario Boley, Andria Pelentritou, Philippa J. Karoly, Dean R. Freestone, Yueyang Liu, View ORCID ProfileSuresh Muthukumaraswamy, William Woods, David Liley, View ORCID ProfileLevin Kuhlmann

doi: https://doi.org/10.1101/2022.05.03.490402

Yun Zhao

1Department of Data Science and AI, Faculty of IT, Monash University, Clayton, Victoria, Australia

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Mario Boley

1Department of Data Science and AI, Faculty of IT, Monash University, Clayton, Victoria, Australia

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Andria Pelentritou

2Swinburne University of Technology, Hawthorn, Australia

3Laboratoire de Recherche en Neuroimagerie (LREN), University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland

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Philippa J. Karoly

4Department of Biomedical Engineering, The University of Melbourne, Parkville, Australia

5Department of Medicine-St Vincent’s Hospital, The University of Melbourne, Parkville, Australia

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Dean R. Freestone

5Department of Medicine-St Vincent’s Hospital, The University of Melbourne, Parkville, Australia

6Seer Medical Pty Ltd, Melbourne, Australia

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Yueyang Liu

1Department of Data Science and AI, Faculty of IT, Monash University, Clayton, Victoria, Australia

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Suresh Muthukumaraswamy

7School of Pharmacy, University of Auckland, New Zealand

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William Woods

8School of Health Sciences, Swinburne University of Technology, Hawthorn, Australia

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David Liley

2Swinburne University of Technology, Hawthorn, Australia

5Department of Medicine-St Vincent’s Hospital, The University of Melbourne, Parkville, Australia

8School of Health Sciences, Swinburne University of Technology, Hawthorn, Australia

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Levin Kuhlmann

1Department of Data Science and AI, Faculty of IT, Monash University, Clayton, Victoria, Australia

5Department of Medicine-St Vincent’s Hospital, The University of Melbourne, Parkville, Australia

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For correspondence: levin.kuhlmann@monash.edu

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Posted May 04, 2022.

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Space-time resolved inference-based whole-brain neurophysiological mechanism imaging: application to resting-state alpha rhythm

Yun Zhao, Mario Boley, Andria Pelentritou, Philippa J. Karoly, Dean R. Freestone, Yueyang Liu, Suresh Muthukumaraswamy, William Woods, David Liley, Levin Kuhlmann

bioRxiv 2022.05.03.490402; doi: https://doi.org/10.1101/2022.05.03.490402

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Space-time resolved inference-based whole-brain neurophysiological mechanism imaging: application to resting-state alpha rhythm

Yun Zhao, Mario Boley, Andria Pelentritou, Philippa J. Karoly, Dean R. Freestone, Yueyang Liu, Suresh Muthukumaraswamy, William Woods, David Liley, Levin Kuhlmann

bioRxiv 2022.05.03.490402; doi: https://doi.org/10.1101/2022.05.03.490402

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