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Article

The Commonality and Individuality of Human Brains When Performing Tasks

Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
Brain Sci. 2024, 14(2), 125; https://doi.org/10.3390/brainsci14020125
Submission received: 12 December 2023 / Revised: 19 January 2024 / Accepted: 23 January 2024 / Published: 25 January 2024
(This article belongs to the Special Issue Advances of AI in Neuroimaging)

Abstract

It is imperative to study individual brain functioning toward understanding the neural bases responsible for individual behavioral and clinical traits. The complex and dynamic brain activity varies from area to area and from time to time across the entire brain, and BOLD-fMRI measures this spatiotemporal activity at large-scale systems level. We present a novel method to investigate task-evoked whole brain activity that varies not only from person to person but also from task trial to trial within each task type, offering a means of characterizing the individuality of human brains when performing tasks. For each task trial, the temporal correlation of task-evoked ideal time signal with the time signal of every point in the brain yields a full spatial map that characterizes the whole brain’s functional co-activity (FC) relative to the task-evoked ideal response. For any two task trials, regardless of whether they are the same task or not, the spatial correlation of their corresponding two FC maps over the entire brain quantifies the similarity between these two maps, offering a means of investigating the variation in the whole brain activity trial to trial. The results demonstrated a substantially varied whole brain activity from trial to trial for each task category. The degree of this variation was task type-dependent and varied from subject to subject, showing a remarkable individuality of human brains when performing tasks. It demonstrates the potential of using the presented method to investigate the relationship of the whole brain activity with individual behavioral and clinical traits.
Keywords: human brain function; whole brain activity; individuality human brain function; whole brain activity; individuality

Share and Cite

MDPI and ACS Style

Huang, J. The Commonality and Individuality of Human Brains When Performing Tasks. Brain Sci. 2024, 14, 125. https://doi.org/10.3390/brainsci14020125

AMA Style

Huang J. The Commonality and Individuality of Human Brains When Performing Tasks. Brain Sciences. 2024; 14(2):125. https://doi.org/10.3390/brainsci14020125

Chicago/Turabian Style

Huang, Jie. 2024. "The Commonality and Individuality of Human Brains When Performing Tasks" Brain Sciences 14, no. 2: 125. https://doi.org/10.3390/brainsci14020125

APA Style

Huang, J. (2024). The Commonality and Individuality of Human Brains When Performing Tasks. Brain Sciences, 14(2), 125. https://doi.org/10.3390/brainsci14020125

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