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Integrating probabilistic trees and causal networks for clinical and epidemiological data

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Healthcare decision-making requires not only accurate predictions but also insights into how factors influence patient outcomes. While traditional machine learning (ML) models excel at predicting outcomes, such as identifying high-risk patients, they are limit... ...