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A monitoring framework for health care processes using Generalized Additive Models and Auto-Encoders.
Artif Intell Med. 2023 Dec;146:102689. doi: 10.1016/j.artmed.2023.102689. Epub 2023 Oct 21.
Artif Intell Med. 2023.
PMID: 38042610
Monitoring of high-yield and periodical processes in health care.
Chukhrova N, Johannssen A.
Chukhrova N, et al.
Health Care Manag Sci. 2020 Dec;23(4):619-639. doi: 10.1007/s10729-020-09514-4. Epub 2020 Sep 18.
Health Care Manag Sci. 2020.
PMID: 32946044
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Efficient algorithms for calculating the probability distribution of the sum of hypergeometric-distributed random variables.
Johannssen A, Chukhrova N, Castagliola P.
Johannssen A, et al. Among authors: chukhrova n.
MethodsX. 2021 Sep 6;8:101507. doi: 10.1016/j.mex.2021.101507. eCollection 2021.
MethodsX. 2021.
PMID: 34754778
Free PMC article.
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Monitoring multistage healthcare processes using state space models and a machine learning based framework.
Yeganeh A, Johannssen A, Chukhrova N, Rasouli M.
Yeganeh A, et al. Among authors: chukhrova n.
Artif Intell Med. 2024 May;151:102826. doi: 10.1016/j.artmed.2024.102826. Epub 2024 Mar 10.
Artif Intell Med. 2024.
PMID: 38579438
Free article.
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Monitoring epidemic processes under political measures.
Chukhrova N, Plate O, Johannssen A.
Chukhrova N, et al.
Stat Med. 2024 May 20;43(11):2122-2160. doi: 10.1002/sim.10042. Epub 2024 Mar 15.
Stat Med. 2024.
PMID: 38487994
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Generalized two-tailed hypothesis testing for quantiles applied to the psychosocial status during the COVID-19 pandemic.
Chukhrova N, Johannssen A.
Chukhrova N, et al.
Int J Intell Syst. 2021 Dec;36(12):7412-7442. doi: 10.1002/int.22592. Epub 2021 Aug 8.
Int J Intell Syst. 2021.
PMID: 38607828
Free PMC article.
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Nonparametric fuzzy hypothesis testing for quantiles applied to clinical characteristics of COVID-19.
Chukhrova N, Johannssen A.
Chukhrova N, et al.
Int J Intell Syst. 2021 Jun;36(6):2922-2963. doi: 10.1002/int.22407. Epub 2021 Apr 7.
Int J Intell Syst. 2021.
PMID: 38607898
Free PMC article.
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