Valentina L. Kouznetsova

Detection of Unspecified Inflammatory Bowel Disease, Crohn’s Disease and Ulcerative Colitis via Metabolite Analysis and Machine Learning

Elliot Kim, Valentina L. Kouznetsova & Igor F. Tsigelny · Journal of Advances in Medicine and Medical Research · 2021

The current standard of inflammatory bowel disease (IBD), especially, Crohn’s disease (CD), diagnosis is set through an invasive endoscopy procedure. However, serum metabolites hold potential as useful biomarkers for non-invasive diagnosis and treatment of IBDs. The goal of this...