Artificial Intelligence-Driven Patient Selection for Preoperative Portal Vein Embolization for Patients with Colorectal Cancer Liver Metastases.
Journal:
Journal of vascular and interventional radiology : JVIR
PMID:
39638087
Abstract
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.
Authors
Keywords
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