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ORCIDJohan Decruyenaere
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2020 – today
- 2023
[i3]Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Stijn Vansteelandt, Thomas Demeester:
Synthetic Data: Can We Trust Statistical Estimators? CoRR abs/2312.07837 (2023)- 2022
- [j20]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): 185 (2022) - 2021
- [j19]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: 101987 (2021) - [j18]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): 87 (2021) - 2020
- [j17]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: 103544 (2020) - [i2]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 abs/2001.06296 (2020)
2010 – 2019
- 2019
- [j16]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: 38-43 (2019) - 2016
- [j15]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: 7087053:1-7087053:7 (2016) - [i1]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 abs/1612.00962 (2016) - 2015
- [j14]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): 191-207 (2015) - [j13]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): 914-926 (2015) - [c7]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: 201-202 - 2013
- [j12]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): 984-996 (2013) - [j11]Kristof Steurbaut, Steven Latré, Johan Decruyenaere, Filip De Turck:
Autonomic care platform for optimizing query performance. BMC Medical Informatics Decis. Mak. 13: 120 (2013) - 2012
- [j10]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): 793-805 (2012) - [j9]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): 1403-1416 (2012) - [j8]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): 3765-3775 (2012) - 2010
- [j7]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): 248-264 (2010) - [j6]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: 3 (2010) - [j5]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: 4 (2010) - [j4]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: 62 (2010) - [c6]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: 197-202 - [c5]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: 389-394 - [c4]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: 406-411
2000 – 2009
- 2009
- [c3]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: 87-92 - [c2]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: 251-256 - 2008
- [j3]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): 265-277 (2008) - [j2]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: 56 (2008) - 2007
- [j1]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): 97-112 (2007) - [c1]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: 207-216
Coauthor Index
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