[Forschungsseminar-BSV] Research Seminar 'Computer Graphics, Image Processing, and Visualization'

[Vanessa Kretzschmar]

I N V I T A T I O N

======================================================================

to the Research Seminar 'Computer Graphics, Image Processing, and
Visualization'

     on Wednesday, July the 5th, 2023, at 01:15 PM,
     in the room P-701, Paulinum, Augustusplatz 10, 04109 Leipzig, also 
online.
     (https://conf.fmi.uni-leipzig.de/b/van-bwb-jil-vk2)

======================================================================

A talk will be given by

     Ariel Iporre Rivas

and is entitled:

     'Geometric Deep Learning Framework for Cortical Analysis'

Abstract:

     In neuroscience, modern imaging methods produce large and complex data
     that require the development of more sophisticated analysis tools. At
     the same time, machine learning algorithms have been successfully used,
     especially deep learning, which excels in domains with large volumes of
     data. It is generally accepted that the brain works as an 
interconnected
     network of cortical regions. Therefore, modeling the brain using Graph
     Neural Networks on 4-dimensional manifolds seems logical. We aim to
     establish a geometric deep learning framework based on the analysis of
     the shape and functionality in different cortical regions. We will
     evaluate the advantages of mapping and analyzing cortical regions and
     use the improved results to obtain estimates of different 
biomarkers for
     neurodegenerative impairments after ischemic stroke.

======================================================================

On behalf of Professor Scheuermann all those interested are cordially
invited to attend.

Yours sincerely
Vanessa Kretzschmar
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