KSL-94-04 + redirect page
Automating ARDS Management: A Dynamical Systems Approach + Has identifier
Automating ARDS Management: A Dynamical Systems Approach + Ksl tr id
| Automating ARDS Management: A Dynamical Systems Approach |
Bibtype
inproceedings
Has publishing details
February,1994
Has title
Automating ARDS Management: A Dynamical Systems Approach
Has where published
Knowledge Systems, AI Laboratory
Has year
1994
Title
Automating ARDS Management: A Dynamical Systems Approach
Year
1994
Abstract
We explore the use of the delay-coordinate … We explore the use of the delay-coordinate-embedding technique to automatically construct and use probability forecast models. The technique offers distinct advantages, including coherent handling of noise and continuous data, over previously explored probability forecast methods (Dagum et al., Uncertain Reasoning and Forecasting)employing Bayesian belief networks. We discuss the relationship between the dynamical systems and the probabilistic reasoning approaches to probability forecasting. Finally, we apply the dynamical systems method to a multivariate time series of physiologic measurements of an infant with adult respiratory distress syndrome(ARDS). adult respiratory distress syndrome(ARDS).
Note
Medical Computer Science. Presented at AAAI94 Spring Symposium on Artificial Intelligence in Medicine. In AAAI Press Technical Report Series.
Address
Stanford, CA, USA +
Author
Paul Dagum and Adam Galper and Adam Seiver +
Booktitle
Knowledge Systems, AI Laboratory +
Has author
Paul Dagum and Adam Galper and Adam Seiver +
Has identifier
Automating ARDS Management: A Dynamical Systems Approach +
Ksl tr id
Automating ARDS Management: A Dynamical Systems Approach +
Month
February +
Process note
NO +
Publisher
AAAI Press +
Categories InProceedings +, KSL Technical Report +, Publication +
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