Population-based priors in cardiac model personalisation for consistent parameter estimation in heterogeneous databases
نویسندگان
چکیده
منابع مشابه
Distributed Incremental Least Mean-Square for Parameter Estimation using Heterogeneous Adaptive Networks in Unreliable Measurements
Adaptive networks include a set of nodes with adaptation and learning abilities for modeling various types of self-organized and complex activities encountered in the real world. This paper presents the effect of heterogeneously distributed incremental LMS algorithm with ideal links on the quality of unknown parameter estimation. In heterogeneous adaptive networks, a fraction of the nodes, defi...
متن کاملOnline State Space Model Parameter Estimation in Synchronous Machines
The purpose of this paper is to present a new approach based on the Least Squares Error method for estimating the unknown parameters of the nonlinear 3rd order synchronous generator model. The proposed method uses the mathematical relationships between the machine parameters and on-line input/output measurements to estimate the parameters of the nonlinear state space model. The field voltage is...
متن کاملConsistent and Recoverable Agent-Based Access to Heterogeneous Mobile Databases
Today's information applications have a functional need to distribute themselves among numerous remote sites through both wireless and wired links. To overcome the communication barrier and support the development of complex applications, traditionall:J~delsof distributed computing need to be revised. In this paper, we advocate an approach ba.:'l'd on agents, which arc software modules that enc...
متن کاملConsistent Parameter Estimation for Lagged Multilevel Models
The estimation of parameters of lagged multilevel models is considered. This type of model is used in many application areas, including psychology and education, where changes in test results over time can be modelled. Standard estimation techniques are shown to give inconsistent results for this formulation of the multilevel model. For two simple assumptions concerning the nature of the model ...
متن کاملConsistent Parameter Estimation for Conditional Moment Restrictions
In estimating conditional moment restrictions, a well known difficulty is that the estimator based on a set of implied unconditional moments may lose its consistency when the parameters of interest are not globally identified. In this paper, we consider a continuum of unconditional moments that are equivalent to the postulated conditional moments and can identify the parameters of interest. We ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal for Numerical Methods in Biomedical Engineering
سال: 2018
ISSN: 2040-7939
DOI: 10.1002/cnm.3158