Multiscale brain modeling: bridging microscopic and macroscopic brain dynamics for clinical and technological applications

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F29142890%3A_____%2F25%3A00052448" target="_blank" >RIV/29142890:_____/25:00052448 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.frontiersin.org/journals/cellular-neuroscience/articles/10.3389/fncel.2025.1537462/full" target="_blank" >https://www.frontiersin.org/journals/cellular-neuroscience/articles/10.3389/fncel.2025.1537462/full</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.3389/fncel.2025.1537462" target="_blank" >10.3389/fncel.2025.1537462</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Multiscale brain modeling: bridging microscopic and macroscopic brain dynamics for clinical and technological applications

Popis výsledku v původním jazyce

The brain's complex organization spans from molecular-level processes within neurons to large-scale networks, making it essential to understand this multiscale structure to uncover brain functions and address neurological disorders. Multiscale brain modeling has emerged as a transformative approach, integrating computational models, advanced imaging, and big data to bridge these levels of organization. This review explores the challenges and opportunities in linking microscopic phenomena to macroscopic brain functions, emphasizing the methodologies driving progress in the field. It also highlights the clinical potential of multiscale models, including their role in advancing artificial intelligence (AI) applications and improving healthcare technologies. By examining current research and proposing future directions for interdisciplinary collaboration, this work demonstrates how multiscale brain modeling can revolutionize both scientific understanding and clinical practice.

Název v anglickém jazyce

Multiscale brain modeling: bridging microscopic and macroscopic brain dynamics for clinical and technological applications

Popis výsledku anglicky

The brain's complex organization spans from molecular-level processes within neurons to large-scale networks, making it essential to understand this multiscale structure to uncover brain functions and address neurological disorders. Multiscale brain modeling has emerged as a transformative approach, integrating computational models, advanced imaging, and big data to bridge these levels of organization. This review explores the challenges and opportunities in linking microscopic phenomena to macroscopic brain functions, emphasizing the methodologies driving progress in the field. It also highlights the clinical potential of multiscale models, including their role in advancing artificial intelligence (AI) applications and improving healthcare technologies. By examining current research and proposing future directions for interdisciplinary collaboration, this work demonstrates how multiscale brain modeling can revolutionize both scientific understanding and clinical practice.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

30103 - Neurosciences (including psychophysiology)

Projekt

—

Návaznosti

N - Vyzkumna aktivita podporovana z neverejnych zdroju

Rok uplatnění

2025

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Frontiers in Cellular Neuroscience

ISSN

1662-5102

e-ISSN

—

Svazek periodika

—

Číslo periodika v rámci svazku

19

Stát vydavatele periodika

CH - Švýcarská konfederace

Počet stran výsledku

11

Strana od-do

1-11

Kód UT WoS článku

001436900900001

EID výsledku v databázi Scopus

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