Can I read Enhanced CCHD Screening with Machine Learning on EtoBox?

Enhanced CCHD Screening with Machine Learning by sendhilks is a document available to read on EtoBox.

What is Enhanced CCHD Screening with Machine Learning about?

The study presents an enhanced screening method for Critical Congenital Heart Disease (CCHD) by integrating interpretable machine learning algorithms with traditional pulse oximetry measurements. By adding features such as perfusion index and heart rate, the proposed method improved sensitivity in detecting CCHD by approximately 10 percentage points compared to the standard oxygen saturation screening. The results indicate that the machine learning models can effectively identify additional cases of CCHD, p

Author

sendhilks

Language

EN