Ivo Couckuyt
Overview
Explore the profile of Ivo Couckuyt including associated specialties, affiliations and a list of published articles.
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Articles
5
Citations
68
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Recent Articles
1.
Werthen-Brabants L, Bhavanasi G, Couckuyt I, Dhaene T, Deschrijver D
Sci Rep
. 2022 May;
12(1):7436.
PMID: 35523811
Radar systems can be used to perform human activity recognition in a privacy preserving manner. This can be achieved by using Deep Neural Networks, which are able to effectively process...
2.
Ruyssinck J, van der Herten J, Houthooft R, Ongenae F, Couckuyt I, Gadeyne B, et al.
Comput Math Methods Med
. 2016 Nov;
2016:7087053.
PMID: 27818706
Predicting the bed occupancy of an intensive care unit (ICU) is a daunting task. The uncertainty associated with the prognosis of critically ill patients and the random arrival of new...
3.
Decruyenaere A, Decruyenaere P, Peeters P, Vermassen F, Dhaene T, Couckuyt I
BMC Med Inform Decis Mak
. 2015 Oct;
15:83.
PMID: 26466993
Background: Predictive models for delayed graft function (DGF) after kidney transplantation are usually developed using logistic regression. We want to evaluate the value of machine learning methods in the prediction...
4.
Houthooft R, Ruyssinck J, van der Herten J, Stijven S, Couckuyt I, Gadeyne B, et al.
Artif Intell Med
. 2015 Jan;
63(3):191-207.
PMID: 25579436
Introduction: The length of stay of critically ill patients in the intensive care unit (ICU) is an indication of patient ICU resource usage and varies considerably. Planning of postoperative ICU...
5.
Xu B, Wang X, Dhaene T, Shi X, Couckuyt I, Bai Y, et al.
Guang Pu Xue Yu Guang Pu Fen Xi
. 2014 Sep;
34(3):638-42.
PMID: 25208381
The near infrared (NIR) spectrum contains a global signature of composition, and enables to predict different proper ties of the material. In the present paper, a genetic algorithm and an...