Global and Network-BrainAGE Models
Thu, Aug 29
|Virtual Event
This 1-hour presentation will cover the following points: 1) An overview of brain-age predictive models in neuroimaging research 2) A systematic evaluation of site effects, sample age range, and size in brain-age predictive models 3) Network-level brain-age models
Time & Location
Aug 29, 2024, 8:30 a.m. PDT
Virtual Event
Guests
About the event
Topic: Global and Network-BrainAGE Models-Introduction and Application
Time: August 29, 2024 08:30AM Pacific Time / August 29, 2024 11:30AM EDT / August 29, 2024 17:30PM CEST / August 29, 2024 23:30PM CST
The detailed Zoom meeting information will be provided in the email upon completion of your registration with your email address.
Structural neuroimaging data have been used to estimate the biological age of the brain (brain-age), which is associated with other biologically and behaviorally meaningful measures of brain development and aging. The ongoing research interest in brain-age has highlighted the need for robust and publicly available brain-age models pre-trained on data from large samples of healthy individuals. To address this need, our group has released a brain-age model that estimates brain-age using global brain measurements (https://centilebrain.org/#/brainAge2). Additionally, we recently developed brainAGE models for various brain networks in healthy individuals, which can be applied to clinical populations.
In this event, Dr. Shalaila Haas and PhD student, Yuetong Yu, will discuss their latest work on brainAGE predictive models (https://doi.org/10.1016/j.biopsych.2024.02.277; https://doi.org/10.1002/hbm.26768).