Johan Decruyenaere

33 papers A* 1A 1B 2C 1Misc 1Journal 24Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Debiasing Synthetic Data Generated by Deep Generative Models. NeurIPS Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Johan Decruyenaere, Christiaan Polet, Thomas Demeester, Stijn Vansteelandt
2024	J	`jnl`	Debiasing Synthetic Data Generated by Deep Generative Models. CoRR Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Thomas Demeester, Stijn Vansteelandt
2024	A	`conf`	The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data. UAI Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Stijn Vansteelandt, Thomas Demeester
2023	J	`jnl`	Synthetic Data: Can We Trust Statistical Estimators? CoRR Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Stijn Vansteelandt, Thomas Demeester
2022	J	`jnl`	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. Wim van Biesen, Daan Van Cauwenberge, Johan Decruyenaere, Tamara Leune, Sigrid Sterckx
2021	J	`jnl`	Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artif. Intell. Medicine 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
2021	J	`jnl`	The concept of justifiable healthcare and how big data can help us to achieve it. BMC Medical Informatics Decis. Mak. Wim van Biesen, Catherine Van Der Straeten, Sigrid Sterckx, Johan Steen, Lisa Diependaele, Johan Decruyenaere
2020	J	`jnl`	Clinical information extraction for preterm birth risk prediction. J. Biomed. Informatics 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
2020	J	`jnl`	Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. CoRR 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
2019	J	`jnl`	Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks. Artif. Intell. Medicine Tom Van Steenkiste, Joeri Ruyssinck, Leen De Baets, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
2016	J	`jnl`	Positive blood culture detection in time series data using a BiLSTM network. CoRR Leen De Baets, Joeri Ruyssinck, Thomas Peiffer, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
2016	J	`jnl`	Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. Comput. Math. Methods Medicine Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene
2015	—	`conf`	Digital Dr. House: A Semantic Alerting Platform for the ICU. SWAT4LS Femke Ongenae, Bram Gadeyne, Femke De Backere, Liesbet De Bus, Pieter Depuydt, Johan Decruyenaere, Filip De Turck
2015	J	`jnl`	Nonlinear dynamics of the patient's response to drug effect during general anesthesia. Commun. Nonlinear Sci. Numer. Simul. Clara M. Ionescu, José António Tenreiro Machado, Robin De Keyser, Johan Decruyenaere, Michel M. R. F. Struys
2015	J	`jnl`	Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. Artif. Intell. Medicine 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
2013	J	`jnl`	Autonomic care platform for optimizing query performance. BMC Medical Informatics Decis. Mak. Kristof Steurbaut, Steven Latré, Johan Decruyenaere, Filip De Turck
2013	J	`jnl`	Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks. Eng. Appl. Artif. Intell. Femke Ongenae, Stijn Van Looy, David Verstraeten, Thierry Verplancke, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen, Johan Decruyenaere
2012	J	`jnl`	COSARA: Integrated Service Platform for Infection Surveillance and Antibiotic Management in the ICU. J. Medical Syst. Kristof Steurbaut, Kirsten Colpaert, Bram Gadeyne, Pieter Depuydt, Peter Vosters, Christian Danneels, Dominique Benoit, Johan Decruyenaere, Filip De Turck
2012	J	`jnl`	Design and Evaluation of a Service Oriented Architecture for Paperless ICU Tarification. J. Medical Syst. Kristof Steurbaut, Kirsten Colpaert, Sofie Van Hoecke, Sabrina Steurbaut, Chris Danneels, Johan Decruyenaere, Filip De Turck
2012	J	`jnl`	Towards automated generation and execution of clinical guidelines: Engine design and implementation through the ICU Modified Schofield use case. Comput. Biol. Medicine Femke De Backere, Hendrik Moens, Kristof Steurbaut, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck
2010	J	`jnl`	A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks. BMC Medical Informatics Decis. Mak. Thierry Verplancke, Stijn Van Looy, Kristof Steurbaut, Dominique Benoit, Filip De Turck, Georges De Moor, Johan Decruyenaere
2010	B	`conf`	Automated generation and deployment of clinical guidelines in the ICU. CBMS Femke De Backere, Hendrik Moens, Kristof Steurbaut, Filip De Turck, Kirsten Colpaert, Chris Danneels, Johan Decruyenaere
2010	B	`conf`	Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study. CBMS Femke Ongenae, Tom Dhaene, Filip De Turck, Dominique Benoit, Johan Decruyenaere
2010	J	`jnl`	Dynamic composition of medical support services in the ICU: Platform and algorithm design details. Comput. Methods Programs Biomed. Anna Hristoskova, Dieter Moeyersoon, Sofie Van Hoecke, Stijn Verstichel, Johan Decruyenaere, Filip De Turck
2010	J	`jnl`	Has information technology finally been adopted in Flemish intensive care units? BMC Medical Informatics Decis. Mak. Kirsten Colpaert, Sem Vanbelleghem, Christian Danneels, Dominique Benoit, Kristof Steurbaut, Sofie Van Hoecke, Filip De Turck, Johan Decruyenaere
2010	C	`conf`	On the Design of a Management Platform for Antibiotic Guidelines in the Intensive Care Unit. ICSEA Femke De Backere, Kristof Steurbaut, Filip De Turck, Kirsten Colpaert, Johan Decruyenaere
2010	J	`jnl`	Towards computerizing intensive care sedation guidelines: design of a rule-based architecture for automated execution of clinical guidelines. BMC Medical Informatics Decis. Mak. Femke Ongenae, Femke De Backere, Kristof Steurbaut, Kirsten Colpaert, Wannes Kerckhove, Johan Decruyenaere, Filip De Turck
2009	—	`conf`	Automatic WS-BPEL Composition of Medical Support Services in the ICU. eTELEMED Sofie Van Hoecke, Kristof Steurbaut, Yannick Beheyt, Frederik Debruyne, Bart Dhoedt, Johan Decruyenaere, Filip De Turck
2009	—	`conf`	Design of Software Services for Computer-Based Infection Control and Antibiotic Management in the Intensive Care Unit. eTELEMED Kristof Steurbaut, Sofie Van Hoecke, Kristof Taveirne, Kristof Lamont, Filip De Turck, Kirsten Colpaert, Pieter Depuydt, Dominique Benoit, Chris Danneels, Johan Decruyenaere
2008	J	`jnl`	Design of a JAIN SLEE/ESB-based platform for routing medical data in the ICU. Comput. Methods Programs Biomed. Bruno Van Den Bossche, Sofie Van Hoecke, Chris Danneels, Johan Decruyenaere, Bart Dhoedt, Filip De Turck
2008	J	`jnl`	Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies. BMC Medical Informatics Decis. Mak. Thierry Verplancke, Stijn Van Looy, Dominique Benoit, Stijn Vansteelandt, Pieter Depuydt, Filip De Turck, Johan Decruyenaere
2007	J	`jnl`	Design of a flexible platform for execution of medical decision support agents in the intensive care unit. Comput. Biol. Medicine Filip De Turck, Johan Decruyenaere, Pieter Thysebaert, Sofie Van Hoecke, Bruno Volckaert, Chris Danneels, Kirsten Colpaert, Georges De Moor
2007	Misc	`conf`	Granularity of Medical Software Agents in ICU -Trade-off Performance versus Flexibility. IDC Kristof Steurbaut, Sofie Van Hoecke, Kirsten Colpaert, Chris Danneels, Johan Decruyenaere, Filip De Turck