Johan Decruyenaere
According to our database1,
Johan Decruyenaere
authored at least 30 papers
between 2007 and 2023.
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Bibliography
2023
2022
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., 2022
2021
BMC Medical Informatics Decis. Mak., 2021
Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling.
Artif. Intell. Medicine, 2021
2020
J. Biomed. Informatics, 2020
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling.
CoRR, 2020
2019
Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks.
Artif. Intell. Medicine, 2019
2016
CoRR, 2016
Comput. Math. Methods Medicine, 2016
2015
Nonlinear dynamics of the patient's response to drug effect during general anesthesia.
Commun. Nonlinear Sci. Numer. Simul., 2015
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores.
Artif. Intell. Medicine, 2015
Proceedings of the 8th Semantic Web Applications and Tools for Life Sciences International Conference, 2015
2013
BMC Medical Informatics Decis. Mak., 2013
Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks.
Eng. Appl. Artif. Intell., 2013
2012
Design and Evaluation of a Service Oriented Architecture for Paperless ICU Tarification.
J. Medical Syst., 2012
COSARA: Integrated Service Platform for Infection Surveillance and Antibiotic Management in the ICU.
J. Medical Syst., 2012
Towards automated generation and execution of clinical guidelines: Engine design and implementation through the ICU Modified Schofield use case.
Comput. Biol. Medicine, 2012
2010
A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks.
BMC Medical Informatics Decis. Mak., 2010
Towards computerizing intensive care sedation guidelines: design of a rule-based architecture for automated execution of clinical guidelines.
BMC Medical Informatics Decis. Mak., 2010
BMC Medical Informatics Decis. Mak., 2010
Dynamic composition of medical support services in the ICU: Platform and algorithm design details.
Comput. Methods Programs Biomed., 2010
On the Design of a Management Platform for Antibiotic Guidelines in the Intensive Care Unit.
Proceedings of the Fifth International Conference on Software Engineering Advances, 2010
Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010
2009
Design of Software Services for Computer-Based Infection Control and Antibiotic Management in the Intensive Care Unit.
Proceedings of the International Conference on eHealth, Telemedicine, and Social Medicine, 2009
Proceedings of the International Conference on eHealth, Telemedicine, and Social Medicine, 2009
2008
Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies.
BMC Medical Informatics Decis. Mak., 2008
Comput. Methods Programs Biomed., 2008
2007
Design of a flexible platform for execution of medical decision support agents in the intensive care unit.
Comput. Biol. Medicine, 2007
Granularity of Medical Software Agents in ICU -Trade-off Performance versus Flexibility.
Proceedings of the Advances in Intelligent and Distributed Computing, 2007