2024
DOI: 10.31146/1682-8658-ecg-217-9-20-33
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Prediction of life-threatening complications of inflammatory bowel disease using neural networks: a practical tool for health care professionals

Yu. P. Uspenskiy,
S. V. Ivanov,
Yu. A. Fominykh
et al.

Abstract: Introduction. Inflammatory Bowel Disease (IBD) including Crohn’s Disease (CD) and Ulcerative Colitis (UC) representsis a challenge for gastroenterologists worldwide, due to its potential to cause life-threatening complications and lead to disability in patients. Aim: to develop a tool that can be used in clinical practice to predict the development of life-threatening complications of IBD through mathematical modeling. Methods. A historical cohort of 291 adult patients with a verified diagnosis of IBD (48% - C… Show more

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