Robert Hermosillo
roberthermosillo.bsky.social
Robert Hermosillo
@roberthermosillo.bsky.social
Neuroscientist at the University of Minnesota, Masonic Institute for the Developing Brain.
We also explore an example use case for probabilistic maps, highlighting their potential for use in targeted neuromodulation such as TMS treatment for depression. (8/8)
March 26, 2024 at 6:27 PM
Using data from the #HCPD study we find that network topography is fairly well-preserved from 8 to 21 years old. (7/8)
March 26, 2024 at 6:27 PM
Using this technique you can identify regions where networks overlap, which we call integration zones, that are similar to hubs that others have identified. (6/8)
March 26, 2024 at 6:26 PM
We developed a procedure called OMNI mapping that allows multiple networks to overlap. We quantified the number of overlapping networks in an individual, and for matched groups of ~3,000 subjects each to identify integration zones. (5/8)
March 26, 2024 at 6:25 PM
We show that region sets derived from probabilistic maps not only demonstrate higher within-network connectivity compared to conventional region sets, but also demonstrate higher brain-behavior reliability than standard whole-brain parcellations (4/8).
March 26, 2024 at 6:25 PM
Leveraging large independent groups (n=~3000 each, balanced for demographics) from the #ABCDstudy, we demonstrate that the probabilistic maps show high between-group reliability (3/8).
March 26, 2024 at 6:21 PM
While the general location of functional neural networks is similar across individuals, there is vast person-to-person topographic variability. Using multiple community detection, we identified reliable individualized network maps in the cortex and subcortical structures (2/8).
March 26, 2024 at 6:20 PM
Our paper “A Precision Functional Atlas of Personalized Network Topography and Probabilities” is out now in Nature Neuroscience! The MIDB Precision Brain Atlas is a collection of individualized neural network maps from n~10,000 and probabilistic atlases (1/8) rdcu.be/dCvuC
March 26, 2024 at 6:17 PM