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Personalised Prediction of Disease Course in Ulcerative Colitis Using Multimodal Machine Learning - Part of the Presager Project
Sponsor: Copenhagen University Hospital, Hvidovre
Summary
In patients achieving clinical remission following a flare, artificial intelligence can reliably predict a new flare within the next 12 months utilizing clinical and objective information at day 0 and week 8. Secondary endpoints: * An artificial intelligence model's precision in predicting a new flare within 2 and 3 years * An artificial intelligence model's precision to rule out patients who will not experience a new flare within 1, 2 and 3 year
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
OBSERVATIONAL
Enrollment
400
Start Date
2022-06-20
Completion Date
2026-07
Last Updated
2025-02-27
Healthy Volunteers
No
Conditions
Interventions
Deep learning model
Use of deep learning model to predict individual patients disease course
Locations (1)
Gastrounit, medical section, Copenhagen University Hospital Hvidovre
Hvidovre, Denmark, Denmark