Suggestive Therapeutic Pathways Using Hyper-Heuristics

P. Rattadilok; M. Mahfouf; J.J. Ross; G.H. Mills; G. Panoutsos; A. Zeghbib; Mouloud Denai

doi:10.3182/20120829-3-HU-2029.00038

Suggestive Therapeutic Pathways Using Hyper-Heuristics

P. Rattadilok, M. Mahfouf, J.J. Ross, G.H. Mills, G. Panoutsos, A. Zeghbib, Mouloud Denai

Centre for Engineering Research

Research output: Contribution to conference › Paper

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

Original language	English
Pages	397-402
DOIs	https://doi.org/10.3182/20120829-3-HU-2029.00038
Publication status	Published - 2012
Event	8th IFAC Symposium on Biological and Medical Systems - Budapest, Hungary Duration: 29 Aug 2012 → 31 Aug 2012

Conference

Conference	8th IFAC Symposium on Biological and Medical Systems
Country/Territory	Hungary
City	Budapest
Period	29/08/12 → 31/08/12

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10.3182/20120829-3-HU-2029.00038

Cite this

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AU - Mahfouf, M.

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AU - Mills, G.H.

AU - Panoutsos, G.

AU - Zeghbib, A.

AU - Denai, Mouloud

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AB - 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

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DO - 10.3182/20120829-3-HU-2029.00038

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T2 - 8th IFAC Symposium on Biological and Medical Systems

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Suggestive Therapeutic Pathways Using Hyper-Heuristics

Abstract

Conference

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