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An Abstract Parabolic System-Based Physics-Informed Long Short-Term Memory Network for Estimating Breath Alcohol Concentration from Transdermal Alcohol Biosensor Data.
Neural Comput Appl. 2022 Nov;34(21):18933-18951. doi: 10.1007/s00521-022-07505-w. Epub 2022 Jun 26.
Neural Comput Appl. 2022.
PMID: 37873546
Free PMC article.
Blood and Breath Alcohol Concentration from Transdermal Alcohol Biosensor Data: Estimation and Uncertainty Quantification via Forward and Inverse Filtering for a Covariate-Dependent, Physics-Informed, Hidden Markov Model.
Oszkinat C, Shao T, Wang C, Rosen IG, Rosen AD, Saldich EB, Luczak SE.
Oszkinat C, et al.
Inverse Probl. 2022 May;38(5):055002. doi: 10.1088/1361-6420/ac5ac7. Epub 2022 Mar 29.
Inverse Probl. 2022.
PMID: 37727531
Free PMC article.
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Uncertainty Quantification in Estimating Blood Alcohol Concentration From Transdermal Alcohol Level With Physics-Informed Neural Networks.
Oszkinat C, Luczak SE, Rosen IG.
Oszkinat C, et al.
IEEE Trans Neural Netw Learn Syst. 2023 Oct;34(10):8094-8101. doi: 10.1109/TNNLS.2022.3140726. Epub 2023 Oct 5.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 35038300
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