Interpretable prediction of necrotizing enterocolitis from machine learning analysis of premature infant stool microbiota

Abstract

We have developed and validated a robust MIL-based system for NEC prediction from harmlessly collected premature infant stool. While this system was developed for NEC prediction, our MIL approach may also be applicable to other diseases characterized by changes in the human microbiota.