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Identifying and characterizing high-risk clusters in a heterogeneous ICU population with deep embedded clustering.
Sci Rep. 2021 Jun 8;11(1):12109. doi: 10.1038/s41598-021-91297-x.
Sci Rep. 2021.
PMID: 34103544
Free PMC article.
Deep Learning for Identification of Acute Illness and Facial Cues of Illness.
Forte C, Voinea A, Chichirau M, Yeshmagambetova G, Albrecht LM, Erfurt C, Freundt LA, Carmo LOE, Henning RH, van der Horst ICC, Sundelin T, Wiering MA, Axelsson J, Epema AH.
Forte C, et al. Among authors: yeshmagambetova g.
Front Med (Lausanne). 2021 Jul 26;8:661309. doi: 10.3389/fmed.2021.661309. eCollection 2021.
Front Med (Lausanne). 2021.
PMID: 34381793
Free PMC article.
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Comparison of Machine Learning Models Including Preoperative, Intraoperative, and Postoperative Data and Mortality After Cardiac Surgery.
Castela Forte J, Yeshmagambetova G, van der Grinten ML, Scheeren TWL, Nijsten MWN, Mariani MA, Henning RH, Epema AH.
Castela Forte J, et al. Among authors: yeshmagambetova g.
JAMA Netw Open. 2022 Oct 3;5(10):e2237970. doi: 10.1001/jamanetworkopen.2022.37970.
JAMA Netw Open. 2022.
PMID: 36287565
Free PMC article.
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