Zobrazeno 1 - 10
of 565
pro vyhledávání: '"Decruyenaere Johan"'
Autor:
Decruyenaere, Alexander, Dehaene, Heidelinde, Rabaey, Paloma, Polet, Christiaan, Decruyenaere, Johan, Demeester, Thomas, Vansteelandt, Stijn
While synthetic data hold great promise for privacy protection, their statistical analysis poses significant challenges that necessitate innovative solutions. The use of deep generative models (DGMs) for synthetic data generation is known to induce c
Externí odkaz:
http://arxiv.org/abs/2411.04216
Autor:
Decruyenaere, Alexander, Dehaene, Heidelinde, Rabaey, Paloma, Polet, Christiaan, Decruyenaere, Johan, Vansteelandt, Stijn, Demeester, Thomas
Recent advances in generative models facilitate the creation of synthetic data to be made available for research in privacy-sensitive contexts. However, the analysis of synthetic data raises a unique set of methodological challenges. In this work, we
Externí odkaz:
http://arxiv.org/abs/2312.07837
Motivated by applications in personalized medicine and individualized policymaking, there is a growing interest in techniques for quantifying treatment effect heterogeneity in terms of the conditional average treatment effect (CATE). Some of the most
Externí odkaz:
http://arxiv.org/abs/2303.12687
The optimal moment to start renal replacement therapy in a patient with acute kidney injury (AKI) remains a challenging problem in intensive care nephrology. Multiple randomised controlled trials have tried to answer this question, but these can, by
Externí odkaz:
http://arxiv.org/abs/2109.00396
The population-attributable fraction (PAF) expresses the proportion of events that can be ascribed to a certain exposure in a certain population. It can be strongly time-dependent because either exposure incidence or excess risk may change over time.
Externí odkaz:
http://arxiv.org/abs/2011.04833
Autor:
Vandewiele, Gilles, Dehaene, Isabelle, Kovács, György, Sterckx, Lucas, Janssens, Olivier, Ongenae, Femke, De Backere, Femke, De Turck, Filip, Roelens, Kristien, Decruyenaere, Johan, Van Hoecke, Sofie, Demeester, Thomas
Publikováno v:
Artificial Intelligence in Medicine. 111 (2021). 101987
Information extracted from electrohysterography recordings could potentially prove to be an interesting additional source of information to estimate the risk on preterm birth. Recently, a large number of studies have reported near-perfect results to
Externí odkaz:
http://arxiv.org/abs/2001.06296
Autor:
Verhoeve Piet, Van Goubergen Dirk, Defloor Tom, Dhaene Tom, Myny Dries, Ongenae Femke, Decruyenaere Johan, De Turck Filip
Publikováno v:
BMC Health Services Research, Vol 11, Iss 1, p 26 (2011)
Abstract Background The current, place-oriented nurse call systems are very static. A patient can only make calls with a button which is fixed to a wall of a room. Moreover, the system does not take into account various factors specific to a situatio
Externí odkaz:
https://doaj.org/article/c2b2c4d2eba74032b87369f815a95b66
Autor:
Steurbaut Kristof, Benoit Dominique, Danneels Christian, Vanbelleghem Sem, Colpaert Kirsten, Van Hoecke Sofie, De Turck Filip, Decruyenaere Johan
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 10, Iss 1, p 62 (2010)
Abstract Background Information technology (IT) may improve the quality, safety and efficiency of medicine, and is especially useful in intensive Care Units (ICUs) as these are extremely data-rich environments with round-the-clock changing parameters
Externí odkaz:
https://doaj.org/article/ecc24db29acb45bfb9a20dc14e42dd50
Autor:
Kerckhove Wannes, Colpaert Kirsten, Steurbaut Kristof, De Backere Femke, Ongenae Femke, Decruyenaere Johan, De Turck Filip
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 10, Iss 1, p 3 (2010)
Abstract Background Computerized ICUs rely on software services to convey the medical condition of their patients as well as assisting the staff in taking treatment decisions. Such services are useful for following clinical guidelines quickly and acc
Externí odkaz:
https://doaj.org/article/51484b1b38ea4763a2feb9964ab0f86a
Autor:
Depuydt Pieter O, Blot Stijn I, Hoste Eric A, Vandijck Dominique M, Peleman Renaat A, Decruyenaere Johan M
Publikováno v:
BMC Infectious Diseases, Vol 7, Iss 1, p 106 (2007)
Abstract Background Nosocomial bacteremia is associated with a poor prognosis. Early adequate therapy has been shown to improve outcome. Consequently, rapid detection of a beginning sepsis is therefore of the utmost importance. This historical cohort
Externí odkaz:
https://doaj.org/article/3ac1c382f40748e89af30fc67898a036