Add to ORKGParameter estimation plays a central role in many biomedical applications. This dissertation addresses the parameter estimation problems arising from two typical biomedical applications from a perspective of system theory A systematic approach to evaluate the Cramer Rao lower bound is developed for a class of biomedical applications that can be represented by the state-space models.Master of Engineerin
Problem statement. Constructing a computational model for a biological sys-tem consists of two main ...
Parameter estimation problems in image based systems biology face problems such as partial observati...
The development of mathematical models of physiological systems from measured response data has attr...
Parameter estimation plays a central role in many biomedical applications. This dissertation address...
Calculation of the Cramer-Rao lower bound, i.e., the inverse of the Fisher information matrix, for o...
Parameter estimation techniques are of ever-increasing interest in the fields of medicine and biolog...
Mathematical models of biological processes have various applications: to assist in understanding th...
Mathematical models of biological processes have various applications: to assist in understanding th...
The inverse problem of modeling biochemical processes mathematically from measured time course data ...
Non-linear systems of differential equations have attracted the interest in fields like system biolo...
Estimation of the unknown parameters that characterize a bilinear system is of primary importance in...
The Cramer Rao lower bound (CRLB) provides a lower bound on the covariance matrix of any unbiased es...
Mathematical models for biological systems are often expressed as systems of differential equations ...
Parameter estimation is challenging for biological systems modelling since the model is normally of ...
Parameter estimation for dynamical systems using an FDA approach. International Conference of the ER...
Problem statement. Constructing a computational model for a biological sys-tem consists of two main ...
Parameter estimation problems in image based systems biology face problems such as partial observati...
The development of mathematical models of physiological systems from measured response data has attr...
Parameter estimation plays a central role in many biomedical applications. This dissertation address...
Calculation of the Cramer-Rao lower bound, i.e., the inverse of the Fisher information matrix, for o...
Parameter estimation techniques are of ever-increasing interest in the fields of medicine and biolog...
Mathematical models of biological processes have various applications: to assist in understanding th...
Mathematical models of biological processes have various applications: to assist in understanding th...
The inverse problem of modeling biochemical processes mathematically from measured time course data ...
Non-linear systems of differential equations have attracted the interest in fields like system biolo...
Estimation of the unknown parameters that characterize a bilinear system is of primary importance in...
The Cramer Rao lower bound (CRLB) provides a lower bound on the covariance matrix of any unbiased es...
Mathematical models for biological systems are often expressed as systems of differential equations ...
Parameter estimation is challenging for biological systems modelling since the model is normally of ...
Parameter estimation for dynamical systems using an FDA approach. International Conference of the ER...
Problem statement. Constructing a computational model for a biological sys-tem consists of two main ...
Parameter estimation problems in image based systems biology face problems such as partial observati...
The development of mathematical models of physiological systems from measured response data has attr...