New Paper on "Subjective Cognitive Decline Detection with MEG Brain Networks"

Hyperbolic graph embedding of MEG brain networks to study brain alterations in individuals with subjective cognitive decline

Publication May 11, 2024

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We are excited to share our latest accepted paper, a collaboration with esteemed colleagues from MIT, UTHealth Houston, Johns Hopkins University, and Complutense University of Madrid (Madrid, Spain).

Title: Hyperbolic Graph Embedding of MEG Brain Networks to Study Brain Alterations in Individuals With Subjective Cognitive Decline
Authors: Cole Baker, Isabel Suárez-Méndez, Grace Smith, Elisabeth B Marsh, Michael Funke, John C Mosher, Fernando Maestú, Mengjia Xu*, Dimitrios Pantazis*
Links: Download paper | GitHub Code | BibTex

People

Cole Baker (Co-advised)
Master's Student (2021-2022)
EECS&Math (MIT)
Current position:

AI Research Scientist (1910 Genetics, Greater Boston, MA)

Projects

Hyperbolic Graph Embedding of MEG Brain Networks to Study Brain Alterations in Individuals With Subjective Cognitive Decline

This study develops a hyperbolic MEG brain network embedding framework to analyze early Alzheimer’s disease (SCD stage) by mapping brain networks into low-dimensional hyperbolic space....