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Publikováno v:
Resuscitation. 77:75-80
Good quality basic life support (BLS) results in better survival. BLS is a core competence of nurses but despite regular refresher training, the quality of BLS is often poor and the reasons for this are not well known. We therefore investigated the r
Autor:
Femke Ongenae, Johan Decruyenaere, Dominique Benoit, Filip De Turck, T Verplancke, David Verstraeten, Stijn Van Looy, Benjamin Schrauwen, Tom Dhaene
Publikováno v:
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Objective: Time series often appear in medical databases, but only few machine learning methods exist that process this kind of data properly. Most modeling techniques have been designed with a static data model in mind and are not suitable for copin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2c59de7d996f40b40620e3463f836dc5
https://biblio.ugent.be/publication/3260114
https://biblio.ugent.be/publication/3260114
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)
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
https://biblio.ugent.be/publication/1265794
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
Autor:
Stijn Vansteelandt, F. De Turck, Dominique Benoit, Johan Decruyenaere, Pieter Depuydt, T Verplancke
Publikováno v:
Critical Care
Classification trees have not been amply used in an ICU setting. Logistic regression modeling for prognosis in the ICU is still the current standard. This study examines the possibility of the clinical use of classification trees for mortality predic
Autor:
Stijn Vansteelandt, Pieter Depuydt, Dominique Benoit, F Deturck, T Verplancke, Johan Decruyenaere, S Vanlooy
Publikováno v:
Critical Care
Prognostic indicators have been identified in critically ill patients with haematological malignancies [1,2]. Locally developed risk-prediction models have proven to be equally or more accurate in predicting hospital mortality for these patients than
Autor:
Stijn Van Looy, Johan Decruyenaere, Georges Van Maele, T Verplancke, Filip De Turck, Eric Hoste, Dominique Benoit
Publikováno v:
Ghent University Academic Bibliography
Critical Care
Critical Care
Introduction Tacrolimus is an important immunosuppressive drug for organ transplantation patients. It has a narrow therapeutic range, toxic side effects, and a blood concentration with wide intra- and interindividual variability. Hence, it is of the
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
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
http://europepmc.org/abstract/PMC/PMC4095524
Publikováno v:
University of Groningen
During an endoscopic third ventriculostomy (ETV) a sudden increase in intracranial pressure (ICP) may occur at any time. In the literature little attention has been paid to the early detection of such an increase. In particular the occurrence of a 'C
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::08a80a18a84566f61b131cfe80cd7c1d
https://research.rug.nl/en/publications/d3b71378-8d88-44bb-85e3-7f4d50cfac3a
https://research.rug.nl/en/publications/d3b71378-8d88-44bb-85e3-7f4d50cfac3a