Immunological Profiling of Paediatric Inflammatory Bowel Disease Using Unsupervised Machine Learning

Abstract

Although a clinically useful outcome was not observed through hierarchical clustering, our study provides a rationale for using an UML approach to stratify patients. The study also highlights the predominance of hypo-inflammatory innate immune responses as a key mechanism in the pathogenesis of IBD.