Abstract
Hypothermia is defined as a body temperature (core, or internal body temperature) of less than about 95 F (35 C). Usually, hypothermia occurs when the body’s temperature regulation is overwhelmed by a cold environment. However, in the medical and lay literature there are essentially two major classifications, accidental hypothermia and intentional hypothermia. Intentional hypothermia is body temperature lowering induced usually for a medical procedure. In the study, it has been shown that using k-means methods and association rules with post-operative patient data from a medical point of view. The results of the study are derived. In addition, two methods are used to derive the results related to stability of blood pressure, present and analyze them, and suggest future research directions.
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References
Moore, W.C., et al.: Identification of asthma phenotypes using cluster analysis in the severe asthma research program. Am. J. Respir. Crit. Care Med. 181(4), 315–323 (2010)
Tarassenko, L., Hann, A., Young, D.: Integrated monitoring and analysis for early warning of patient deterioration. Br. J. Anaesth. 97(1), 64–68 (2006)
Tomar, D., Agarwal, S.: A survey on data mining approaches for healthcare. Int. J. Bio-Sci. Bio-Technol. 5(5), 241–266 (2013)
Vogt, W., Nagel, D.: Cluster analysis in diagnosis. Clin. Chem. 38(2), 182–198 (1992)
Ian, H.W., Eibe, F., Mark, A.H.: Data Mining Practical Machine Learning Tools and Techniques, 3rd edn. Morgan Kaufmann Publishers (2011)
Acknowledgement
This research was supported by Next-Generation Information Computing Development Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science and ICT (2017M3C4A7083412).
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Jin, H., Jung, YG. (2019). Association Analysis of Postoperative Hypothermia for Stability of Blood Pressure. In: Hwang, S., Tan, S., Bien, F. (eds) Proceedings of the Sixth International Conference on Green and Human Information Technology. ICGHIT 2018. Lecture Notes in Electrical Engineering, vol 502. Springer, Singapore. https://doi.org/10.1007/978-981-13-0311-1_23
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DOI: https://doi.org/10.1007/978-981-13-0311-1_23
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