Johan Decruyenaere

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 12

Top Topics

Nonlinear Dynamics

Imbalanced Data

Intensive Care Units

Decision Support

Top Venues

Artif. Intell. Medicine

BMC Medical Informatics Decis. Mak.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Stijn Vansteelandt, Thomas Demeester
Synthetic Data: Can We Trust Statistical Estimators? CoRR (2023)
Wim van Biesen, Daan Van Cauwenberge, Johan Decruyenaere, Tamara Leune, Sigrid Sterckx
An exploration of expectations and perceptions of practicing physicians on the implementation of computerized clinical decision support systems using a Qsort approach. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artif. Intell. Medicine 111 (2021)
Wim van Biesen, Catherine Van Der Straeten, Sigrid Sterckx, Johan Steen, Lisa Diependaele, Johan Decruyenaere
The concept of justifiable healthcare and how big data can help us to achieve it. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Lucas Sterckx, Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
Clinical information extraction for preterm birth risk prediction. J. Biomed. Informatics 110 (2020)
Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. CoRR (2020)
Tom Van Steenkiste, Joeri Ruyssinck, Leen De Baets, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks. Artif. Intell. Medicine 97 (2019)
Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene
Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. Comput. Math. Methods Medicine 2016 (2016)
Leen De Baets, Joeri Ruyssinck, Thomas Peiffer, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
Positive blood culture detection in time series data using a BiLSTM network. CoRR (2016)
Clara M. Ionescu, José António Tenreiro Machado, Robin De Keyser, Johan Decruyenaere, Michel M. R. F. Struys
Nonlinear dynamics of the patient's response to drug effect during general anesthesia. Commun. Nonlinear Sci. Numer. Simul. 20 (3) (2015)
Rein Houthooft, Joeri Ruyssinck, Joachim van der Herten, Sean Stijven, Ivo Couckuyt, Bram Gadeyne, Femke Ongenae, Kirsten Colpaert, Johan Decruyenaere, Tom Dhaene, Filip De Turck
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. Artif. Intell. Medicine 63 (3) (2015)
Femke Ongenae, Bram Gadeyne, Femke De Backere, Liesbet De Bus, Pieter Depuydt, Johan Decruyenaere, Filip De Turck
Digital Dr. House: A Semantic Alerting Platform for the ICU. SWAT4LS (2015)
Femke Ongenae, Stijn Van Looy, David Verstraeten, Thierry Verplancke, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen, Johan Decruyenaere
Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks. Eng. Appl. Artif. Intell. 26 (3) (2013)
Kristof Steurbaut, Steven Latré, Johan Decruyenaere, Filip De Turck
Autonomic care platform for optimizing query performance. BMC Medical Informatics Decis. Mak. 13 (2013)
Kristof Steurbaut, Kirsten Colpaert, Bram Gadeyne, Pieter Depuydt, Peter Vosters, Christian Danneels, Dominique Benoit, Johan Decruyenaere, Filip De Turck
COSARA: Integrated Service Platform for Infection Surveillance and Antibiotic Management in the ICU. J. Medical Syst. 36 (6) (2012)
Femke De Backere, Hendrik Moens, Kristof Steurbaut, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck
Towards automated generation and execution of clinical guidelines: Engine design and implementation through the ICU Modified Schofield use case. Comput. Biol. Medicine 42 (8) (2012)
Kristof Steurbaut, Kirsten Colpaert, Sofie Van Hoecke, Sabrina Steurbaut, Chris Danneels, Johan Decruyenaere, Filip De Turck
Design and Evaluation of a Service Oriented Architecture for Paperless ICU Tarification. J. Medical Syst. 36 (3) (2012)
Femke De Backere, Kristof Steurbaut, Filip De Turck, Kirsten Colpaert, Johan Decruyenaere
On the Design of a Management Platform for Antibiotic Guidelines in the Intensive Care Unit. ICSEA (2010)
Femke Ongenae, Tom Dhaene, Filip De Turck, Dominique Benoit, Johan Decruyenaere
Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study. CBMS (2010)
Thierry Verplancke, Stijn Van Looy, Kristof Steurbaut, Dominique Benoit, Filip De Turck, Georges De Moor, Johan Decruyenaere
A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks. BMC Medical Informatics Decis. Mak. 10 (2010)
Femke De Backere, Hendrik Moens, Kristof Steurbaut, Filip De Turck, Kirsten Colpaert, Chris Danneels, Johan Decruyenaere
Automated generation and deployment of clinical guidelines in the ICU. CBMS (2010)
Femke Ongenae, Femke De Backere, Kristof Steurbaut, Kirsten Colpaert, Wannes Kerckhove, Johan Decruyenaere, Filip De Turck
Towards computerizing intensive care sedation guidelines: design of a rule-based architecture for automated execution of clinical guidelines. BMC Medical Informatics Decis. Mak. 10 (2010)
Kirsten Colpaert, Sem Vanbelleghem, Christian Danneels, Dominique Benoit, Kristof Steurbaut, Sofie Van Hoecke, Filip De Turck, Johan Decruyenaere
Has information technology finally been adopted in Flemish intensive care units? BMC Medical Informatics Decis. Mak. 10 (2010)
Anna Hristoskova, Dieter Moeyersoon, Sofie Van Hoecke, Stijn Verstichel, Johan Decruyenaere, Filip De Turck
Dynamic composition of medical support services in the ICU: Platform and algorithm design details. Comput. Methods Programs Biomed. 100 (3) (2010)
Sofie Van Hoecke, Kristof Steurbaut, Yannick Beheyt, Frederik Debruyne, Bart Dhoedt, Johan Decruyenaere, Filip De Turck
Automatic WS-BPEL Composition of Medical Support Services in the ICU. eTELEMED (2009)
Kristof Steurbaut, Sofie Van Hoecke, Kristof Taveirne, Kristof Lamont, Filip De Turck, Kirsten Colpaert, Pieter Depuydt, Dominique Benoit, Chris Danneels, Johan Decruyenaere
Design of Software Services for Computer-Based Infection Control and Antibiotic Management in the Intensive Care Unit. eTELEMED (2009)
Thierry Verplancke, Stijn Van Looy, Dominique Benoit, Stijn Vansteelandt, Pieter Depuydt, Filip De Turck, Johan Decruyenaere
Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies. BMC Medical Informatics Decis. Mak. 8 (2008)
Bruno Van Den Bossche, Sofie Van Hoecke, Chris Danneels, Johan Decruyenaere, Bart Dhoedt, Filip De Turck
Design of a JAIN SLEE/ESB-based platform for routing medical data in the ICU. Comput. Methods Programs Biomed. 91 (3) (2008)
Kristof Steurbaut, Sofie Van Hoecke, Kirsten Colpaert, Chris Danneels, Johan Decruyenaere, Filip De Turck
Granularity of Medical Software Agents in ICU -Trade-off Performance versus Flexibility. IDC (2007)
Filip De Turck, Johan Decruyenaere, Pieter Thysebaert, Sofie Van Hoecke, Bruno Volckaert, Chris Danneels, Kirsten Colpaert, Georges De Moor
Design of a flexible platform for execution of medical decision support agents in the intensive care unit. Comput. Biol. Medicine 37 (1) (2007)