Biomedical Mathematics Seminar

Name: Stochastic reaction networks in dynamic compartment populations
Start: 2021-07-30T13:00:00+09:00
End: 2021-07-30T14:00:00+09:00
Location: B305 Seminar room, IBS

Events
Biomedical Mathematics Seminar

S Sun	M Mon	T Tue	W Wed	T Thu	F Fri	S Sat
				has 1 event, 1 1 event, 1 11:00 am - 12:00 pm Statistical Inference with Neural Network Imputation for Item Nonresponse July 1, 2021 @ 11:00 am - 12:00 pm KST Statistical Inference with Neural Network Imputation for Item Nonresponse Abstract: We consider the problem of nonparametric imputation using neural network models. Neural network models can capture complex nonlinear trends and interaction effects, making it a powerful tool for predicting missing values under minimum assumptions on the missingness mechanism. Statistical inference with neural network imputation, including variance estimation, is challenging because the basis for function … Continue Reading	has 0 events, 2 0 events, 2	has 0 events, 3 0 events, 3
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has 0 events, 11 0 events, 11	has 1 event, 12 1 event, 12 10:00 am - 12:00 pm Analysis of sleep-wake cycles via machine learning and mathematical modeling July 12, 2021 @ 10:00 am - 12:00 pm KST Analysis of sleep-wake cycles via machine learning and mathematical modeling Abstract: TBA	has 0 events, 13 0 events, 13	has 0 events, 14 0 events, 14	has 0 events, 15 0 events, 15	has 0 events, 16 0 events, 16	has 0 events, 17 0 events, 17
has 0 events, 18 0 events, 18	has 0 events, 19 0 events, 19	has 0 events, 20 0 events, 20	has 0 events, 21 0 events, 21	has 0 events, 22 0 events, 22	has 2 events, 23 2 events, 23 11:00 am - 12:00 pm Inference method for a stochastic target-mediated drug disposition model via ABC-MCMC July 23, 2021 @ 11:00 am - 12:00 pm KST Inference method for a stochastic target-mediated drug disposition model via ABC-MCMC Abstract: Inference method for a stochastic target-mediated drug disposition model via ABC-MCMC In this study, we discuss model robustness. Model robustness is consistent performance over variations of parameters. We formulate a stochastic target-mediated drug (TMDD) model, one of the pharmacokinetic models, to capture bi-exponential drug decay in plasma. A stochastic process is used to account … Continue Reading, 3:00 pm - 4:00 pm Scalable Modeling Approaches in Systems Immunology July 23, 2021 @ 3:00 pm - 4:00 pm KST Scalable Modeling Approaches in Systems Immunology Abstract: Systems biology seeks to build quantitative predictive models of biological system behavior. Biological systems, such as the mammalian immune system, operate across multiple spatiotemporal scales with a myriad of molecular and cellular players. Thus, mechanistic, predictive models describing such systems need to address this multiscale nature. A general outstanding problem is to cope with … Continue Reading	has 0 events, 24 0 events, 24
has 0 events, 25 0 events, 25	has 0 events, 26 0 events, 26	has 0 events, 27 0 events, 27	has 0 events, 28 0 events, 28	has 0 events, 29 0 events, 29	has 0 events, 30 0 events, 30	has 0 events, 31 0 events, 31