Abstract

We utilize convolutional neural networks (CNN) to develop models for the classification of injury and non-injury cortical images obtained via widefield calcium imaging in Thy1- GCaMP6s reporter mice.

© 2020 The Author(s)

PDF Article  |   Presentation Video
This paper was not presented at the conference

More Like This
Study of Functional Network Topology Alterations after Injury via Embedding Methods

Shiva Salsabilian, Elena Bibineyshvili, David J. Margolis, and Laleh Najafizadeh
BW4C.3 Optics and the Brain (BRAIN) 2020

Using Connectivity to Infer Behavior from Cortical Activity Recorded through Widefield Transcranial Imaging

Shiva Salsabilian, Christian R. Lee, David J. Margolis, and Laleh Najafizadeh
BTu2C.4 Optics and the Brain (BRAIN) 2018

Instant Image Denoising Plugin for ImageJ using Convolutional Neural Networks

Varun Mannam, Yide Zhang, Yinhao Zhu, and Scott Howard
MW2A.3 Microscopy Histopathology and Analytics (Microscopy) 2020

References

You do not have subscription access to this journal. Citation lists with outbound citation links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access OSA Member Subscription

Presentation Video

Conference videos freely accessible until 30 June 2021 and available to subscribers only thereafter.

More Like This
Study of Functional Network Topology Alterations after Injury via Embedding Methods

Shiva Salsabilian, Elena Bibineyshvili, David J. Margolis, and Laleh Najafizadeh
BW4C.3 Optics and the Brain (BRAIN) 2020

Using Connectivity to Infer Behavior from Cortical Activity Recorded through Widefield Transcranial Imaging

Shiva Salsabilian, Christian R. Lee, David J. Margolis, and Laleh Najafizadeh
BTu2C.4 Optics and the Brain (BRAIN) 2018

Instant Image Denoising Plugin for ImageJ using Convolutional Neural Networks

Varun Mannam, Yide Zhang, Yinhao Zhu, and Scott Howard
MW2A.3 Microscopy Histopathology and Analytics (Microscopy) 2020