Articles with "bayesian signal" as a keyword



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Extended multi-item gamma Poisson shrinker methods based on the zero-inflated Poisson model for postmarket drug safety surveillance.

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Published in 2020 at "Statistics in medicine"

DOI: 10.1002/sim.8745

Abstract: Bayesian signal detection methods, including the multiitem gamma Poisson shrinker (MGPS), assume a Poisson distribution for the number of reports. However, the database of the adverse event reporting system often has a large number of… read more here.

Keywords: bayesian signal; poisson; model; signal detection ... See more keywords
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Model-based Bayesian signal extraction algorithm for peripheral nerves.

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Published in 2017 at "Journal of neural engineering"

DOI: 10.1088/1741-2552/aa7d94

Abstract: OBJECTIVE Multi-channel cuff electrodes have recently been investigated for extracting fascicular-level motor commands from mixed neural recordings. Such signals could provide volitional, intuitive control over a robotic prosthesis for amputee patients. Recent work has demonstrated… read more here.

Keywords: model based; bayesian signal; motor; based bayesian ... See more keywords