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Core Temperature Predictions

Core Temperature Predictions

To establish the capability of anticipating the undesirable increases of human core body temperature beyond safe limits, this research explores the development of predictive, individualized mathematical models, including first-principle approaches, data-driven algorithms, and hybrid models.

Publications

Laxminarayan, S., V. Rakesh, M. J. Buller, W. J. Tharion, and J. Reifman. Preventing heat injuries by predicting individualized human core temperature. Proceedings of the HFM-254 Symposium on Health Surveillance and Informatics in Missions: Multidisciplinary Approaches and Perspectives. Paris, France. 2015 October 12-14; 21:1-14. [PDF 899 KB]

Laxminarayan, S., M. Buller, W. Tharion, and J. Reifman. Human core temperature prediction for heat-injury prevention. IEEE Journal of Biomedical and Health Informatics. 2015 May 7; 19(3):883-891. [PDF 588 KB]

Gribok, A., M. Buller, R. Hoyt, and J. Reifman. A real-time algorithm for predicting core temperature in humans. IEEE Transactions on Information Technology in Biomedicine. 2010 July; 14(4):1039-1045. [PDF 622 KB]

Gribok, A. V., M. J. Buller, and J. Reifman. Individualized short-term core temperature prediction in humans using biomathematical models. IEEE Transactions on Biomedical Engineering. 2008 May; 55(5):1477-1487. [PDF 838 KB]

Gribok, A. V., M. J. Buller, R. W. Hoyt, and J. Reifman. Providing statistical measures of reliability for body core temperature predictions. Proceedings of the 29th IEEE EMBS Annual International Conference. Lyon, France. 2007 August 23-26: 545-548. [PDF 251 KB]

Oleng', N. O., A. Gribok, and J. Reifman. Error bounds for data-driven models of dynamical systems. Computers in Biology and Medicine. 2007 May; 37(5):670-679. [PDF 264 KB]

Gribok, A., T. McKenna, and J. Reifman. Regularization of body core temperature prediction during physical activity. Proceedings of the 28th IEEE EMBS Annual International Conference. New York, NY. 2006 August 30-September 3; 459-463. [PDF 165 KB]

Oleng', N. O., and J. Reifman. Hybrid approaches to physiologic modeling and prediction. Proceedings of the Biomonitoring for Physiological and Cognitive Performance during Military Operations - International Society for Optical Engineering. Orlando, FL. 2005 March 31-April 1; 5797:193-203. [PDF 802 KB]