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4 - Using intelligent systems in clinical decision support

Published online by Cambridge University Press:  20 August 2009

Richard Jones
Affiliation:
Leeds Teaching Hospitals NHS Trust and University of Leeds, Leeds, UK
Andrew K. Trull
Affiliation:
Papworth Hospital, Cambridge
Lawrence M. Demers
Affiliation:
Pennsylvania State University
David W. Holt
Affiliation:
St George's Hospital Medical School, University of London
Atholl Johnston
Affiliation:
St. Bartholomew's Hospital and the Royal London School of Medicine and Dentistry
J. Michael Tredger
Affiliation:
Guy's, King's and St Thomas' School of Medicine
Christopher P. Price
Affiliation:
St Bartholomew's Hospital and Royal London School of Medicine & Dentistry
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Summary

Introduction

The 1990s have seen two parallel technological revolutions, in bioscience and in information science, that are rapidly converging. Increasingly, biological concepts are being adopted by informaticians and chip technologies are being used for routine biological analysis. The emerging hybrid disciplines of bio-informatics and health informatics which they have spawned will be central to the effective clinical exploitation of the explosion of discoveries in the area of biomarkers.

Other chapters in this book describe many new biomarkers. These provide information about organ function and dysfunction to a degree of specificity and precision far beyond those in current use. However, the improvements in precision and specificity come at a price. The new tests have more focused functions. They require more discriminating use if they are to answer the discrete clinical questions for which they have been designed. For example, debate about the best ‘cardiac enzyme’ has been superceded by the need to select the best ‘marker of risk in the acute coronary syndrome’. Given the relatively increased unit cost and limited health resources, their widespread introduction presents the twin challenges of how to select the best marker for any particular diagnostic problem and how to maximize the information provided by the test. Intelligent decision support systems may provide some of the answers.

Clinical decision support systems

The practice of medicine is an inherently decision-based process.

Type
Chapter
Information
Biomarkers of Disease
An Evidence-Based Approach
, pp. 32 - 42
Publisher: Cambridge University Press
Print publication year: 2002

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