Literature DB >> 3516560

The evaluation of artificial intelligence systems in medicine.

P L Miller.   

Abstract

This paper discusses the underlying issues in the evaluation of computer systems which apply artificial intelligence in medicine. Three different levels of evaluation are described: the subjective evaluation of the research contribution of a developmental prototype, the validation of a system's knowledge and performance, and the evaluation of the clinical efficacy of an operational system. The paper outlines a number of evaluation issues at each level, and discusses how previous artificial intelligence in medicine evaluations fit into this framework.

Mesh：

Year:  1986        PMID： 3516560

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN： 0169-2607            Impact factor:   5.428


  9 in total

1.  A critical appraisal of the literature on the effects of computer-based clinical decision support systems on clinician performance and patient outcomes.

Authors:  K B Langton; M E Johnston; R B Haynes; A Mathieu
Journal:  Proc Annu Symp Comput Appl Med Care       Date:  1992

2.  The potential use of expert systems to enable physicians to order more cost-effective diagnostic imaging examinations.

Authors:  G D Sanders; E A Lyons
Journal:  J Digit Imaging       Date:  1991-05       Impact factor: 4.056

Review 3.  Field trials of medical decision-aids: potential problems and solutions.

Authors:  J Wyatt; D Spiegelhalter
Journal:  Proc Annu Symp Comput Appl Med Care       Date:  1991

4.  A method for creating an enormous medical knowledge base.

Authors:  X Shouzhong; X Yihua; P Jianhua; W Fanglu
Journal:  J Med Syst       Date:  1995-12       Impact factor: 4.460

Review 5.  Medical diagnostic decision support systems--past, present, and future: a threaded bibliography and brief commentary.

Authors:  R A Miller
Journal:  J Am Med Inform Assoc       Date:  1994 Jan-Feb       Impact factor: 4.497

6.  Computer-aided intelligent system for diagnosing pediatric asthma.

Authors:  Maryam Zolnoori; Mohammad Hossein Fazel Zarandi; Mostafa Moin; Hassan Heidarnezhad; Anoshirvan Kazemnejad
Journal:  J Med Syst       Date:  2010-07-10       Impact factor: 4.460

7.  Computerized decision support for concurrent utilization review using the HELP system.

Authors:  B D Nelson; R M Gardner; G Hedrick; P Gould
Journal:  J Am Med Inform Assoc       Date:  1994 Jul-Aug       Impact factor: 4.497

8.  Decision support for concurrent utilization review using a HELP-embedded expert system.

Authors:  B D Nelson; R M Gardner
Journal:  Proc Annu Symp Comput Appl Med Care       Date:  1993

9.  Public Health and Epidemiology Informatics: Can Artificial Intelligence Help Future Global Challenges? An Overview of Antimicrobial Resistance and Impact of Climate Change in Disease Epidemiology.

Authors:  Alejandro Rodríguez-González; Massimiliano Zanin; Ernestina Menasalvas-Ruiz
Journal:  Yearb Med Inform       Date:  2019-08-16
  9 in total

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