Using machine learning to predict clinical remission with exclusive enteral nutrition in pediatric Crohn disease
Our models, based on accessible clinical features, were able to effectively predict EEN success above chance. This supports the plausibility of building clinical tools to assist precision therapy for pCD patients.
Authors
- Wael El‐Matary (ORCID: https://orcid.org/0000-0001-6417-7583)
- Roberto Vega (ORCID: https://orcid.org/0000-0002-5686-5148)
- R G Suarez Suarez (ORCID: https://orcid.org/0000-0003-2609-7894)
- Anthony Otley (ORCID: https://orcid.org/0000-0002-7371-9302)
- David R. Mack (ORCID: https://orcid.org/0000-0001-5604-3200)
- Russell Greiner (ORCID: https://orcid.org/0000-0001-8327-934X)
- Abdul Sattar Shaikh (ORCID: https://orcid.org/0000-0002-9352-7092)
- Kevan Jacobson (ORCID: https://orcid.org/0000-0001-7269-8557)
- Eileen Crowley (ORCID: https://orcid.org/0000-0002-9545-4384)
- Colette Deslandres (ORCID: https://orcid.org/0000-0003-4710-5259)
- Anne M. Griffiths (ORCID: https://orcid.org/0000-0001-8623-4665)
- Jennifer deBruyn (ORCID: https://orcid.org/0000-0001-6812-7620)
- Eytan Wine (ORCID: https://orcid.org/0000-0002-3458-4142)
- Daniel G. McClement
- Mary Sherlock (ORCID: https://orcid.org/0000-0001-8308-0293)
- Hien Q. Huynh (ORCID: https://orcid.org/0000-0002-7295-7595)
- T D Walters (ORCID: https://orcid.org/0000-0002-3392-0116)
Institutions
- Western University (CA)
- Dalhousie University (CA)
- University of British Columbia (CA)
- University of Ottawa (CA)
- University of Alberta (CA)
- University of Calgary (CA)
- Children's Hospital of Eastern Ontario (CA)
- Centre Hospitalier Universitaire Sainte-Justine (CA)
- SickKids Foundation (CA)
- Children's Hospital of Western Ontario (CA)
- University of Manitoba (CA)
- Hamilton Health Sciences (CA)
- McMaster University (CA)
Publication Details
- Journal
- Journal of Pediatric Gastroenterology and Nutrition
- Published
- 2025-11-29
- DOI
- https://doi.org/10.1002/jpn3.70299
- Primary Topic
- Inflammatory Bowel Disease
- Type
- article
- Field-Weighted Citation Impact
- 0.00