Statistical and Knowledge-Based Approaches to Clinical Decision-Support Systems, with an Application in Gastroenterology

DOI10.2307/2981737zbMath0559.62089OpenAlexW2795831070MaRDI QIDQ5185880

David J. Spiegelhalter, Robin P. Knill-Jones

Publication date: 1984

Published in: Journal of the Royal Statistical Society. Series A (General) (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2307/2981737

zbMATH Keywords

expert systems weights of evidence logistic discrimination decision-aid knowledge-based probabilistic diagnosis clinical decisions dyspepsia

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Medical applications (general) (92C50)

Related Items (18)

AN ITERATIVE INFERENCE MECHANISM FOR THE PROBABILISTIC EXPERT SYSTEM PES ⋮ A formal model of explanation ⋮ The inductive inference of pattern recognition rules which are capable of a linguistic interpretation ⋮ Discrimination and classification: Overview ⋮ Measures of uncertainty in expert systems ⋮ On representation of source reliability through weights on rules ⋮ Explaining evidential analyses ⋮ Response to comment by Helmut Schaeben on ``A comparison of modified fuzzy weights of evidence, fuzzy weights of evidence, and logistic regression for mapping mineral prospectivity ⋮ An efficient parameter estimation method for generalized Dirichlet priors in naïve Bayesian classifiers with multinomial models ⋮ Generalized Dirichlet priors for naïve Bayesian classifiers with multinomial models in document classification ⋮ Probabilistic inference in multiply connected belief networks using loop cutsets ⋮ A comparison of a robust mixed-integer approach to existing methods for establishing classification rules for the discriminant problem ⋮ Multiple group logistic discrimination ⋮ A tabu search with an oscillation strategy for the discriminant analysis problem ⋮ Unnamed Item ⋮ On modeling of linguistic information using random sets ⋮ Unnamed Item ⋮ Second order mathematical programming formulations for discriminant analysis

This page was built for publication: Statistical and Knowledge-Based Approaches to Clinical Decision-Support Systems, with an Application in Gastroenterology