The Use of Artificial Neural Networks to Forecast the Behavior of Agent-Based Models of Pathophysiology: An Example Utilizing an Agent-Based Model of Sepsis

The Use of Artificial Neural Networks to Forecast the Behavior of Agent-Based Models of Pathophysiology: An Example Utilizing an Agent-Based Model of Sepsis

Introduction: Disease states are being characterized at finer and finer levels of resolution via biomarker or gene expression profiles, while at the same time. Machine learning (ML) is increasingly used to analyze and potentially classify or predict the behavior of biological systems based on such c...

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Bibliographic Details
Main Authors: Dale Larie, Gary An, R. Chase Cockrell
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Physiology
Subjects:
agent-based model (ABM)
machine learning
sepsis
neural networks
time series
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2021.716434/full

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https://www.frontiersin.org/articles/10.3389/fphys.2021.716434/full

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