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Content available Mining clinical pathways for daily insulin therapy of diabetic children
Deja Rafal, Froelich Wojciech, Deja Grazyna
International Journal of Applied Mathematics and Computer Science
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2021
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Vol. 31, no. 1
107--121
EN
We propose a decision support framework (DSF) assisting insulin therapy of diabetic children. Our DSF relies on a medical treatment graph (MTG), which models and graphically represents clinical pathways. Using the MTG, it is possible to plan and adapt medical decisions dependent upon the current health state of a patient and the progress of the treatment. Our MTG fits well with the requirements of clinical practice. The presented work is a cooperative effort of researchers in computer science and medicine. The MTG model has been thoroughly tested and validated using real-world clinical data. The usefulness of the approach has been confirmed by physicians.
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