Titlebook: Health Care Engineering Part II; Research and Develop Monique Frize Book 2014 Springer Nature Switzerland AG 2014

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Health Care Engineering Part II978-3-031-01658-5Series ISSN 1930-0328 Series E-ISSN 1930-0336

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Monique FrizeThese notes come from the lectures delivered by the author at 25th Autumn School of Algebraic Geometry in Luk?cin in 2002 and the lectures delivered by the author at the IMPANGA seminar in 2004–5. The School lectures were largely based on the book [.], whereas the IMPANGA lectures were very close to the author’s papers [.], [.] and [.].

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Monique FrizeA fundamental result in topological data analysis is that persistent homology can be represented as a barcode; short bars in the barcode represent homology classes that are transient whereas long bars represent persistent features.

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A fundamental result in topological data analysis is that persistent homology can be represented as a barcode; short bars in the barcode represent homology classes that are transient whereas long bars represent persistent features.

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Knowledge Discovery (KD): Data Analysis and Data Mining Tools,This chapter focusses on the second step of the knowledge management (KM) process: knowledge discovery (KD). Various approaches exist for analyzing medical data. The chapter presents some of the severity of illness scores used in predicting clinical outcomes, followed by a short description of data mining tools developed to predict outcomes.

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