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SUMMARY:The Krakencoder: a multi-modal connectome fusion tool for brain-be
 havior mapping - Prof. Amy Kuceyeski
DTSTART:20260108T150000Z
DTEND:20260108T160000Z
UID:TALK239677@talks.cam.ac.uk
CONTACT:Sarah Morgan
DESCRIPTION:In this talk\, Dr. Kuceyeski will introduce the Krakencoder - 
 her lab’s new tool for multi-modal integration of brain network measurem
 ents that allows mapping between connectome processing pipelines as well a
 s between structural and functional connectomes. This AI tool allows state
  of the art preservation of inter-individual differences in brain networks
  through a shared latent space. In an extension from the original publicat
 ion earlier this year\, she will demonstrate the flexibility of the tool f
 or jointly minimizing site differences (harmonization) as well as maximizi
 ng brain-behavior mapping accuracy for various metrics. She also demonstra
 te how the tool can be used to create interpretable feature importances wh
 en mapping to behavior or demographics. This tool represents the power of 
 AI in better understanding the mapping between brain structure and functio
 n and behavior. 
LOCATION:Online
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