Jaroslav Horáček, Václav Koucký, and Milan Hladík. Children lung function diagnostics - New methods for handling of clinical data. In Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (Formerly BIONETICS), pp. 174–176, BICT'15, ICST, Brussels, 2016.
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In our talk we would like to introduce a new approach to handling of clinical data obtained during children lung function testing. We focus on multiple breath inert gas washout test (MBW) which is a new and promising method. We combine traditional approaches with unconventional methods of interval analysis. That helps us to develop new robust algorithms not suffering from typical drawbacks of classical methods. These algorithms enable further processing of the clinical data extrapolation, prediction, regression, checking validity of measurement.
@inProceedings{HorKou2016,
author = "Jaroslav Hor\'{a}{\v{c}}ek and V\'{a}clav Kouck\'{y} and Milan Hlad\'{\i}k",
title = "Children lung function diagnostics - {New} methods for handling of clinical data",
booktitle = "Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (Formerly BIONETICS)",
series = "BICT'15",
publisher = "ICST",
fpublisher = "Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering",
address = "Brussels",
pages = "174-176",
year = "2016",
doi = "10.4108/eai.3-12-2015.2262457",
isbn = "978-1-63190-100-3",
bib2html_dl_pdf = "http://dl.acm.org/citation.cfm?id=2954831",
abstract = "In our talk we would like to introduce a new approach to handling of clinical data obtained during children lung function testing. We focus on multiple breath inert gas washout test (MBW) which is a new and promising method. We combine traditional approaches with unconventional methods of interval analysis. That helps us to develop new robust algorithms not suffering from typical drawbacks of classical methods. These algorithms enable further processing of the clinical data extrapolation, prediction, regression, checking validity of measurement.",
keywords = "interval analysis; Least squares; Lung function diagnostics; Multiple breath washout test; Regression",
}
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