Search Results - "van der Grinten, Maureen L."

Identifying and characterizing high-risk clusters in a heterogeneous ICU population with deep embedded clustering by Castela Forte, José, Yeshmagambetova, Galiya, van der Grinten, Maureen L., Hiemstra, Bart, Kaufmann, Thomas, Eck, Ruben J., Keus, Frederik, Epema, Anne H., Wiering, Marco A., van der Horst, Iwan C. C.

“…Critically ill patients constitute a highly heterogeneous population, with seemingly distinct patients having similar outcomes, and patients with the same…”
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Ensemble machine learning prediction and variable importance analysis of 5-year mortality after cardiac valve and CABG operations by Castela Forte, José, Mungroop, Hubert E., de Geus, Fred, van der Grinten, Maureen L., Bouma, Hjalmar R., Pettilä, Ville, Scheeren, Thomas W. L., Nijsten, Maarten W. N., Mariani, Massimo A., van der Horst, Iwan C. C., Henning, Robert H., Wiering, Marco A., Epema, Anne H.

“…Despite having a similar post-operative complication profile, cardiac valve operations are associated with a higher mortality rate compared to coronary artery…”
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Comparison of Machine Learning Models Including Preoperative, Intraoperative, and Postoperative Data and Mortality After Cardiac Surgery by Castela Forte, José, Yeshmagambetova, Galiya, van der Grinten, Maureen L., Scheeren, Thomas W. L., Nijsten, Maarten W. N., Mariani, Massimo A., Henning, Robert H., Epema, Anne H.

“…Importance A variety of perioperative risk factors are associated with postoperative mortality risk. However, the relative contribution of routinely collected…”
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