Congenital Heart Surgery Machine Learning-Derived In-Depth Benchmarking Tool

CONCLUSIONS: ML-based OCT benchmarking analysis provides automatic assessment of hospital-specific case-adjusted performance after CHS, not only overall but importantly, by similar risk patient cohorts. This is a tool for hospital self-assessment, particularly facilitated by the user-accessible online-platform.PMID:38065331 | DOI:10.1016/j.athoracsur.2023.10.034

Source: The Annals of Thoracic Surgery - December 8, 2023 Category: Cardiovascular & Thoracic Surgery Authors: George E Sarris Daisy Zhuo Luca Mingardi Jack Dunn Jordan Levine Zdzislaw Tobota Bohdan Maruszewski Jose Fragata Dimitris Bertsimas Source Type: research