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        Suggestive Therapeutic Pathways Using Hyper-Heuristics

        Author
        Rattadilok, P.
        Mahfouf, M.
        Ross, J.J.
        Mills, G.H.
        Panoutsos, G.
        Zeghbib, A.
        Denai, Mouloud
        Attention
        2299/13981
        Abstract
        Therapeutic decision support can be used to promptly assist clinical decision making process. This paper presents a novel approach to interpreting multiple data streams in intensive care environments, the resulting model can be used to correct and maintain patients' health whilst treating underlying illnesses. Rather than simply directing which treatments to be applied, multiple suggestive treatment pathways can be provided allowing several "what-if" scenarios to choose from. Hyper-heuristics are used to guide the treatments and therapeutic pathways selection. Algorithmic validation is made using a human cardiovascular system model parameterised with various post surgery conditions
        Publication date
        2012
        Published version
        https://doi.org/10.3182/20120829-3-HU-2029.00038
        Other links
        http://hdl.handle.net/2299/13981
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