AI and Machine Learning Computational Modeling that Takes into Consideration Gut Microbiota for a Personalized Decision Support Preoperative Planning for an Optimum Liver Regeneration After Partial Hepatectomy.
Journal:
Studies in health technology and informatics
PMID:
40200445
Abstract
INTRODUCTION: Gut microbiota (GM) is implicated in the remnant liver regeneration (LR) after partial hepatectomy (PH) and affects outcomes. Our study shifts the algorithmic computational modeling from the classical knowledge of (LR) to that of (GM) implication, integrating Artificial Intelligence/Machine Learning (AI/ML) for risk/benefit analysis to optimize outcomes.