A Bayesian Network Analysis of the Diagnostic Process and its Accuracy to Determine How Clinicians Estimate Cardiac Function in Critically Ill Patients: Prospective Observational C...

por Kaufmann, Thomas, Castela Forte, José, Hiemstra, Bart, Wiering, Marco A, Grzegorczyk, Marco, Epema, Anne H, van der Horst, Iwan C C
Publicado 2019

S1P(1) Receptor Modulation Preserves Vascular Function in Mesenteric and Coronary Arteries after CPB in the Rat Independent of Depletion of Lymphocytes

por Samarska, Iryna V., Bouma, Hjalmar R., Buikema, Hendrik, Mungroop, Hubert E., Houwertjes, Martin C., Absalom, Anthony R., Epema, Anne H., Henning, Robert H.
Publicado 2014

Comparison of Machine Learning Models Including Preoperative, Intraoperative, and Postoperative Data and Mortality After Cardiac Surgery

por 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.
Publicado 2022

Identifying and characterizing high-risk clusters in a heterogeneous ICU population with deep embedded clustering

por 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.
Publicado 2021

Deep Learning for Identification of Acute Illness and Facial Cues of Illness

por Forte, Castela, Voinea, Andrei, Chichirau, Malina, Yeshmagambetova, Galiya, Albrecht, Lea M., Erfurt, Chiara, Freundt, Liliane A., Carmo, Luisa Oliveira e, Henning, Robert H., van der Horst, Iwan C. C., Sundelin, Tina, Wiering, Marco A., Axelsson, John, Epema, Anne H.
Publicado 2021

Ensemble machine learning prediction and variable importance analysis of 5-year mortality after cardiac valve and CABG operations

por 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.
Publicado 2021