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Seminar✓ Recording AvailableNeuroscience

Machine learning methods applied to dMRI tractography for the study of brain connectivity

Pamela Guevara

Engineer

Department of Electrical Engineering, Faculty of Engineering, Universidad de Concepción, Chile

Schedule
Wednesday, August 19, 2020

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Schedule

Wednesday, August 19, 2020

10:15 AM America/Montevideo

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Host: IIBCE on Brain Science

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Recording provided by the organiser.

Event Information

Domain

Neuroscience

Original Event

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Host

IIBCE on Brain Science

Duration

70 minutes

Abstract

Tractography datasets, calculated from dMRI, represent the main WM structural connections in the brain. Thanks to advances in image acquisition and processing, the complexity and size of these datasets have constantly increased, also containing a large amount of artifacts. We present some examples of algorithms, most of them based on classical machine learning approaches, to analyze these data and identify common connectivity patterns among subjects.

Topics

artifactsbrain connectivityconnectivity patternsdMRIdata analysisimage acquisitionmachine learningtractographywhite matter

About the Speaker

Pamela Guevara

Engineer

Department of Electrical Engineering, Faculty of Engineering, Universidad de Concepción, Chile

Contact & Resources

Personal Website

pamelaguevara.icb.udec.cl/en/home/

@pameguesa

Follow on Twitter/X

twitter.com/pameguesa

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