Title
Structural identifiability and practical applicability of an alveolar recruitment model for ARDS patients.
Abstract
Patient-specific mathematical models of respiratory mechanics can offer substantial insight into patient state and pulmonary dynamics that are not directly measurable. Thus, they offer significant potential to evaluate and guide patient-specific lung protective ventilator strategies for acute respiratory distress syndrome (ARDS) patients. To assure bedside applicability, the model must be computat...
Year
DOI
Venue
2012
10.1109/TBME.2012.2216526
IEEE Transactions on Biomedical Engineering
Keywords
Field
DocType
Mathematical model,Lungs,Atmospheric modeling,Parameter estimation,Computational modeling,Polynomials
Data quality,Identifiability,Computer science,Artificial intelligence,Estimation theory,Mathematical model,Patient state,ARDS,Computer vision,Gradient descent,Simulation,Respiratory physiology,Machine learning
Journal
Volume
Issue
ISSN
59
12
0018-9294
Citations 
PageRank 
References 
4
0.66
8
Authors
5
Name
Order
Citations
PageRank
C Schranz1113.53
Paul Docherty23210.28
Yeong Shiong Chiew3126.19
J. Geoffrey Chase437591.29
Knut Möller55934.75