Study of Functional Network Topology Alterations after Injury via Embedding Methods

Shiva Salsabilian; Elena Bibineyshvili; David J. Margolis; Laleh Najafizadeh

doi:10.1364/BRAIN.2020.BW4C.3

Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN)
OSA Technical Digest (Optica Publishing Group, 2020),
paper BW4C.3
•https://doi.org/10.1364/BRAIN.2020.BW4C.3

Study of Functional Network Topology Alterations after Injury via Embedding Methods

Shiva Salsabilian, Elena Bibineyshvili, David J. Margolis, and Laleh Najafizadeh

Optics and the Brain 2020

Washington, DC United States
20–23 April 2020
ISBN: 978-1-943580-74-3

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Novel Sensors and Measurements (BW4C)

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S. Salsabilian, E. Bibineyshvili, D. J. Margolis, and L. Najafizadeh, "Study of Functional Network Topology Alterations after Injury via Embedding Methods," in Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN), OSA Technical Digest (Optica Publishing Group, 2020), paper BW4C.3.

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Abstract

We explore alterations in the functional network’s structure following mild traumatic brain injury (mTBI) by capturing network embedding features via Node2vec from calcium signals of excitatory neurons recorded through widefield imaging in Thy1-GCaMP6s reporter mice.

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