[Forschungsseminar-BSV] Research Seminar 'Computer Graphics, Image Processing, and Visualization'
Vanessa Kretzschmar
kretzschmar at informatik.uni-leipzig.de
Mo Jul 3 21:23:45 CEST 2023
I N V I T A T I O N
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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)
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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.
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On behalf of Professor Scheuermann all those interested are cordially
invited to attend.
Yours sincerely
Vanessa Kretzschmar
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