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Causal probabilistic network modeling. An illustration of its role in the management of chronic dise...

Causal probabilistic network modeling. An illustration of its role in the management of chronic dise...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_743152763

Causal probabilistic network modeling. An illustration of its role in the management of chronic diseases

About this item

Full title

Causal probabilistic network modeling. An illustration of its role in the management of chronic diseases

Publisher

Armonk, NY: International Business Machines

Journal title

IBM systems journal, 1992-01, Vol.31 (4), p.635-648

Language

English

Formats

Publication information

Publisher

Armonk, NY: International Business Machines

More information

Scope and Contents

Contents

The novel technique of causal probabilistic network (CPN) modeling is described and employed to generate advice on insulin therapy for diabetic patients. CPN models have the intrinsic capability of representing uncertainty in the model specification and are substantially novel in their ability to estimate model parameters as probability distributio...

Alternative Titles

Full title

Causal probabilistic network modeling. An illustration of its role in the management of chronic diseases

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_743152763

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_743152763

Other Identifiers

ISSN

0018-8670

DOI

10.1147/sj.314.0635

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