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Development and validation of a risk prediction model to diagnose Barrett's oesophagus (MARK-BE): a case-control machine learning approach
- Source :
- The Lancet Digital Health; January 2020, Vol. 2 Issue: 1 pe37-e48, 12p
- Publication Year :
- 2020
-
Abstract
- Screening for Barrett's oesophagus relies on endoscopy, which is invasive and few who undergo the procedure are found to have the condition. We aimed to use machine learning techniques to develop and externally validate a simple risk prediction panel to screen individuals for Barrett's oesophagus.
Details
- Language :
- English
- ISSN :
- 25897500
- Volume :
- 2
- Issue :
- 1
- Database :
- Supplemental Index
- Journal :
- The Lancet Digital Health
- Publication Type :
- Periodical
- Accession number :
- ejs51843090
- Full Text :
- https://doi.org/10.1016/S2589-7500(19)30216-X