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A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks.

, , , , , , and . BMC Medical Informatics Decis. Mak., (2010)

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COSARA: Integrated Service Platform for Infection Surveillance and Antibiotic Management in the ICU., , , , , , , , and . J. Medical Syst., 36 (6): 3765-3775 (2012)Autonomic care platform for optimizing query performance., , , and . BMC Medical Informatics Decis. Mak., (2013)Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks., , , , , , , , and . Eng. Appl. Artif. Intell., 26 (3): 984-996 (2013)On the Design of a Management Platform for Antibiotic Guidelines in the Intensive Care Unit., , , , and . ICSEA, page 406-411. IEEE Computer Society, (2010)Has information technology finally been adopted in Flemish intensive care units?, , , , , , , and . BMC Medical Informatics Decis. Mak., (2010)Dynamic composition of medical support services in the ICU: Platform and algorithm design details., , , , , and . Comput. Methods Programs Biomed., 100 (3): 248-264 (2010)Clinical information extraction for preterm birth risk prediction., , , , , , , , , and 1 other author(s). J. Biomed. Informatics, (2020)Nonlinear dynamics of the patient's response to drug effect during general anesthesia., , , , and . Commun. Nonlinear Sci. Numer. Simul., 20 (3): 914-926 (2015)Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study., , , , and . CBMS, page 389-394. IEEE Computer Society, (2010)Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks., , , , , , and . Artif. Intell. Medicine, (2019)