Deterministic identifiability of population pharmacokinetic and pharmacokinetic–pharmacodynamic models
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Pharmacokinetics and Pharmacodynamics"
DOI: 10.1007/s10928-017-9530-4
Abstract: Identifiability is an important component of pharmacokinetic–pharmacodynamic (PKPD) model development. Structural identifiability is concerned with the uniqueness of the model parameters for a set of perfect input–output data and deterministic identifiability with the precision of… read more here.
Keywords: deterministic identifiability; identifiability population; population pharmacokinetic; identifiability ... See more keywords
A Quantitative Systems Pharmacology Perspective on the Importance of Parameter Identifiability
Sign Up to like & getrecommendations! Published in 2022 at "Bulletin of Mathematical Biology"
DOI: 10.1007/s11538-021-00982-5
Abstract: There is an inherent tension in Quantitative Systems Pharmacology (QSP) between the need to incorporate mathematical descriptions of complex physiology and drug targets with the necessity of developing robust, predictive and well-constrained models. In addition… read more here.
Keywords: identifiability; parameter identifiability; pharmacology; systems pharmacology ... See more keywords
Three novel approaches to structural identifiability analysis in mixed-effects models
Sign Up to like & getrecommendations! Published in 2019 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2016.04.024
Abstract: BACKGROUND AND OBJECTIVE Structural identifiability is a concept that considers whether the structure of a model together with a set of input-output relations uniquely determines the model parameters. In the mathematical modelling of biological systems,… read more here.
Keywords: identifiability analysis; identifiability; mixed effects; structural identifiability ... See more keywords
A systematic approach for doing an a priori identifiability study of dynamical nonlinear models.
Sign Up to like & getrecommendations! Published in 2019 at "Mathematical biosciences"
DOI: 10.1016/j.mbs.2018.12.012
Abstract: This paper presents a method for investigating, through an automatic procedure, the (lack of) structural identifiability of dynamical models parameters. This method takes into account constraints on parameters and returns parameters whose estimations turn unidentifiable… read more here.
Keywords: identifiability study; approach priori; identifiability; systematic approach ... See more keywords
Personal identifiability of user tracking data during observation of 360-degree VR video
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-74486-y
Abstract: Virtual reality (VR) is a technology that is gaining traction in the consumer market. With it comes an unprecedented ability to track body motions. These body motions are diagnostic of personal identity, medical conditions, and… read more here.
Keywords: personal identifiability; identifiability user; tracking data; user tracking ... See more keywords
Consistency and identifiability of football teams: a network science perspective
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-76835-3
Abstract: We investigated the ability of football teams to develop a particular playing style by looking at their passing patterns. Using the information contained in the pass sequences during matches, we constructed the pitch passing networks… read more here.
Keywords: passing patterns; identifiability; consistency identifiability; football teams ... See more keywords
A novel high-strength polymer hydrogel with identifiability prepared via a one-pot method
Sign Up to like & getrecommendations! Published in 2017 at "Polymer Chemistry"
DOI: 10.1039/c7py00563f
Abstract: Obtaining high strength hydrogels with good biocompatibility and identifiability is a challenging task. Herein, a new approach is presented that enables the simple one-pot synthesis of a high strength polymer hydrogel on the basis of… read more here.
Keywords: high strength; strength; hydrogel; strength polymer ... See more keywords
Assessing Identifiability in Airport Delay Propagation Roles Through Deep Learning Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3158313
Abstract: Delays in air transport can be seen as the result of two independent contributions, respectively stemming from the local dynamics of each airport and from a global propagation process; yet, assessing the relative importance of… read more here.
Keywords: propagation; deep learning; identifiability; classification ... See more keywords
Excitation Allocation for Generic Identifiability of Linear Dynamic Networks With Fixed Modules
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2022.3171172
Abstract: Identifiability of linear dynamic networks requires the presence of a sufficient number of external excitation signals. The problem of allocating a minimal number of external signals for guaranteeing generic network identifiability in the full measurement… read more here.
Keywords: identifiability linear; linear dynamic; number external; identifiability ... See more keywords
Identifiability of Dynamical Networks With Singular Noise Spectra
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2018.2866448
Abstract: This paper addresses the problem of identifiability of dynamical networks in the case where the vector of noises on the nodes does not have full rank. In the full-rank noise case, network identifiability is defined… read more here.
Keywords: dynamical networks; identifiability; identifiability dynamical; rank ... See more keywords
Quantum Hamiltonian Identifiability via a Similarity Transformation Approach and Beyond
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2020.2973582
Abstract: The identifiability of a system is concerned with whether the unknown parameters in the system can be uniquely determined with all the possible data generated by a certain experimental setting. A test of quantum Hamiltonian… read more here.
Keywords: identifiability; hamiltonian identifiability; quantum hamiltonian; identification ... See more keywords