M
Manuel Filipe Santos
Researcher at University of Minho
Publications - 347
Citations - 3312
Manuel Filipe Santos is an academic researcher from University of Minho. The author has contributed to research in topics: Intensive care & Decision support system. The author has an hindex of 25, co-authored 324 publications receiving 2924 citations. Previous affiliations of Manuel Filipe Santos include Universidade Federal de Minas Gerais & Instituto Superior Técnico.
Papers
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Kdd, semma and crisp-dm: a parallel overview
Ana Azevedo,Manuel Filipe Santos +1 more
TL;DR: This paper is pretended to establish a parallel between SEMMA and CRISP-DM and the KDD process as well as an understanding of the similarities between them.
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Variability of brewer's spent grain within a brewery
TL;DR: In this paper, the variability in composition (moisture, protein, fat, ash and total phenolics) of eight lots of spent grain supplied by a brewery was investigated.
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Rating organ failure via adverse events using data mining in the intensive care unit
TL;DR: Adverse events, taken from bedside monitored data, are important intermediate outcomes, contributing to a timely recognition of organ dysfunction and failure during ICU length of stay, thus making room for the development of intelligent clinical alarm monitoring.
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Mortality assessment in intensive care units via adverse events using artificial neural networks
TL;DR: A novel approach for the prediction of mortality in intensive care units (ICUs) based on the use of adverse events, which are defined from four bedside alarms, and artificial neural networks (ANNs) is presented.
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Pentoses and Hydroxycinnamic Acids in Brewer's Spent Grain
TL;DR: In this paper, the total pentose (xylose and arabinose) and hydroxycinnamic acid (ferulic and p -coumaric acids) in eight lots of brewer's spent grain preserved by different methods (freeze-drying, oven drying and freezing) has been determined.