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Akademický článek

The effect of climate change and emission scenarios on ozone concentrations over Belgium: a high-resolution model study for policy support

Autor: D. Lauwaet, P. Viaene, E. Brisson, N.P.M. van Lipzig, T. van Noije, A. Strunk, S. Van Looy, N. Veldeman, L. Blyth, K. De Ridder, S. Janssen

Publikováno v: Atmospheric Chemistry and Physics, Vol 14, Iss 12, Pp 5893-5904 (2014)

Belgium is one of the areas within Europe experiencing the highest levels of air pollution. A high-resolution (3 km) modelling experiment is employed to provide guidance to policymakers about expected air quality changes in the near future (2026–20

Externí odkaz: https://doaj.org/article/d914518fd67a43b3afcd91ae94bc2dd0

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The effect of climate change and emission scenarios on ozone concentrations over Belgium: a high-resolution model study for policy support

Autor: N. P. M. van Lipzig, Lisa Blyth, T. P. C. van Noije, Nele Veldeman, Stijn Janssen, Peter Viaene, S. Van Looy, A. Strunk, Erwan Brisson, K. De Ridder, Dirk Lauwaet

Publikováno v: Atmospheric Chemistry and Physics, Vol 14, Iss 12, Pp 5893-5904 (2014)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bc84c8008108ec8411928e97e6a6be8b
http://www.atmos-chem-phys.net/14/5893/2014/acp-14-5893-2014.pdf

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Impact of nesting resolution jump on dynamical downscaling ozone concentrations over Belgium

Autor: A. Strunk, K. De Ridder, Dirk Lauwaet, Erwan Brisson, S. Van Looy, Nele Veldeman, T. P. C. van Noije, Stijn Janssen, Lisa Blyth, Bino Maiheu, Peter Viaene

Publikováno v: Atmospheric Environment. 67:46-52

Global air quality datasets with a coarse resolution have to be downscaled to become useful for regional interpretation, for instance by applying dynamical downscaling. Here, the downscaling ability of the regional air quality model AURORA (Air quali

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ddf573ae4660c4c27822f5396a878272
https://doi.org/10.1016/j.atmosenv.2012.10.034

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A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks

Autor: Johan Decruyenaere, Dominique Benoit, Kristof Steurbaut, G. De Moor, S Van Looy, F. De Turck, T Verplancke

Publikováno v: BMC MEDICAL INFORMATICS AND DECISION MAKING
BMC Medical Informatics and Decision Making
BMC Medical Informatics and Decision Making, Vol 10, Iss 1, p 4 (2010)

Background Echo-state networks (ESN) are part of a group of reservoir computing methods and are basically a form of recurrent artificial neural networks (ANN). These methods can perform classification tasks on time series data. The recurrent ANN of a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::11bd752f74df3a9322cd73adc092a7e4
https://biblio.ugent.be/publication/1265794

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Novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks

Autor: Johan Decruyenaere, S Van Looy, Kristof Steurbaut, F. De Turck, G. De Moor, T Verplancke, Dominique Benoit

Publikováno v: Critical Care

Background: Echo-state networks (ESN) are part of a group of reservoir computing methods and are basically a form of recurrent artificial neural networks (ANN). These methods can perform classification tasks on time series data. The recurrent ANN of

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::34c1f3d0af7f85c1f2a7609ceeaa34a8
https://doi.org/10.1186/cc7420

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Akademický článek

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Prediction of the tacrolimus blood concentration in liver transplantation patients with support vector regression during an intensive care unit stay

Autor: G. Van Maele, S Van Looy, Dominique Benoit, S. Van Hoecke, Eric Hoste, T Verplancke, F. De Turck, Johan Decruyenaere

Publikováno v: Europe PubMed Central
Critical Care

The tacrolimus blood concentration has wide intra-individual and inter-individual variability, especially in the initial phase after transplantation in the ICU. To insure clinical effect and to avoid side-effects, it is crucial to monitor concentrati

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3f5f08c8dd531b2cea46f51077320bf7
http://europepmc.org/abstract/PMC/PMC4095524

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Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies

Autor: Pieter Depuydt, S Van Looy, Johan Decruyenaere, Dominique Benoit, F. De Turck, Stijn Vansteelandt, T Verplancke

Publikováno v: BMC Medical Informatics and Decision Making
BMC Medical Informatics and Decision Making, Vol 8, Iss 1, p 56 (2008)
BMC MEDICAL INFORMATICS AND DECISION MAKING

Background Several models for mortality prediction have been constructed for critically ill patients with haematological malignancies in recent years. These models have proven to be equally or more accurate in predicting hospital mortality in patient

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::89489d0637da7c106726261c16cdaf75

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