Probability density and information entropy of machine learning derived intracranial pressure predictions.

Even with the powerful statistical parameters derived from the Extreme Gradient Boost (XGB) algorithm, it would be advantageous to define the predicted accuracy to the level of a specific case, particularly when the model output is used to guide clinical decision-making. The probability density func...

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Bibliographic Details
Published in:PLoS ONE
Main Authors: Anmar Abdul-Rahman, William Morgan, Aleksandar Vukmirovic, Dao-Yi Yu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Online Access:https://doi.org/10.1371/journal.pone.0306028