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Liver Regeneration

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Amino acid metabolomics and machine learning-driven assessment of future liver remnant growth after hepatectomy in livers of various backgrounds.

Journal of pharmaceutical and biomedical analysis 39047463
Accurate assessment of future liver remnant growth after partial hepatectomy (PH) in patients with different liver backgrounds is a pressing clinical issue. Amino acid (AA) metabolism plays a crucial role in liver regeneration. In this study, we comb...
Amino Acids Animals Chromatography, High Pressure Liquid Disease Models, Animal Hepatectomy Liver Liver Cirrhosis Liver Regeneration Machine Learning Male Metabolomics Mice Mice, Inbred C57BL Non-alcoholic Fatty Liver Disease Tandem Mass Spectrometry
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Artificial Intelligence-Driven Patient Selection for Preoperative Portal Vein Embolization for Patients with Colorectal Cancer Liver Metastases.

Journal of vascular and interventional radiology : JVIR 39638087
PURPOSE: To develop a machine learning algorithm to improve hepatic resection selection for patients with metastatic colorectal cancer (CRC) by predicting post-portal vein embolization (PVE) outcomes.
Adult Aged Clinical Decision-Making Colorectal Neoplasms Decision Support Techniques Embolization, Therapeutic Female Hepatectomy Humans Liver Neoplasms Liver Regeneration Machine Learning Male Middle Aged Patient Selection Patient-Specific Modeling Portal Vein Predictive Value of Tests Reproducibility of Results Retrospective Studies Treatment Outcome
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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.

Studies in health technology and informatics 40200445
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) i...
Artificial Intelligence Gastrointestinal Microbiome Hepatectomy Humans Liver Regeneration Machine Learning Precision Medicine Preoperative Care
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