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- W1575842952 abstract "We propose a Multi Modal Reasoning (MMR) methodology designed to provide physicians with knowledge management and decision support functionality in the context of type 1 diabetes melli tus care. The MMR system performs a tight integration of Case Based Reasoning (CBR), Rule Based Reasoning (RBR) and Model Based Reasoning (MBR), with the aim of suggesting a therapy properly tailored to the patient’s needs, overcoming the single approaches’ limitations. This methodology allows the exploitation of the implicit knowledge embedded in patients’ visits (past cases) and in monitoring data through Case Based retrieval. Moreover the explicit domain knowledge is formalized in a set of production rules and in a mathematical model. The system has been preliminary tested both on simulated and on real patients’ data.KeywordsBlood Glucose LevelCase Base ReasoningIntensive Insulin TherapyCase LibraryPast CaseThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves." @default.
- W1575842952 created "2016-06-24" @default.
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- W1575842952 date "2001-01-01" @default.
- W1575842952 modified "2023-09-22" @default.
- W1575842952 title "Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients" @default.
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- W1575842952 doi "https://doi.org/10.1007/3-540-48229-6_17" @default.
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