Expert system approach to cystic fibrosis patient management

L. A. Leung; Stanley M Finkelstein; J. R. Slagle; W. J. Warwick

Expert system approach to cystic fibrosis patient management

L. A. Leung
, Stanley M Finkelstein
, J. R. Slagle
, W. J. Warwick

Laboratory Medicine and Pathology

Research output: Contribution to conference › Paper › peer-review

1 Scopus citations

Abstract

The use of health diaries to monitor patients with chronic diseases has often been complicated by difficulties encountered in data quality assurance and interpretation. Conventional data-handling schemes and statistical approaches often cannot handle all the complexities involved. A prototype expert system, MONITOR, has been developed to evaluate the home measurement data obtained from cystic fibrosis (CF) outpatients by approximating the reasoning process of a CF expert clinician. The system was developed initially for patients within the 6-12-year age range. It has been extended successfully to accommodate younger patients with an 87% correct classification record.

Original language	English (US)
Pages	1393-1394
Number of pages	2
State	Published - Dec 1 1988
Event	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society - New Orleans, LA, USA Duration: Nov 4 1988 → Nov 7 1988

Other

Other	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society
City	New Orleans, LA, USA
Period	11/4/88 → 11/7/88

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SDG 3 Good Health and Well-being

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title = "Expert system approach to cystic fibrosis patient management",

abstract = "The use of health diaries to monitor patients with chronic diseases has often been complicated by difficulties encountered in data quality assurance and interpretation. Conventional data-handling schemes and statistical approaches often cannot handle all the complexities involved. A prototype expert system, MONITOR, has been developed to evaluate the home measurement data obtained from cystic fibrosis (CF) outpatients by approximating the reasoning process of a CF expert clinician. The system was developed initially for patients within the 6-12-year age range. It has been extended successfully to accommodate younger patients with an 87\% correct classification record.",

author = "Leung, \{L. A.\} and Finkelstein, \{Stanley M\} and Slagle, \{J. R.\} and Warwick, \{W. J.\}",

year = "1988",

month = dec,

day = "1",

language = "English (US)",

pages = "1393--1394",

note = "Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society ; Conference date: 04-11-1988 Through 07-11-1988",

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T1 - Expert system approach to cystic fibrosis patient management

AU - Leung, L. A.

AU - Finkelstein, Stanley M

AU - Slagle, J. R.

AU - Warwick, W. J.

PY - 1988/12/1

Y1 - 1988/12/1

N2 - The use of health diaries to monitor patients with chronic diseases has often been complicated by difficulties encountered in data quality assurance and interpretation. Conventional data-handling schemes and statistical approaches often cannot handle all the complexities involved. A prototype expert system, MONITOR, has been developed to evaluate the home measurement data obtained from cystic fibrosis (CF) outpatients by approximating the reasoning process of a CF expert clinician. The system was developed initially for patients within the 6-12-year age range. It has been extended successfully to accommodate younger patients with an 87% correct classification record.

AB - The use of health diaries to monitor patients with chronic diseases has often been complicated by difficulties encountered in data quality assurance and interpretation. Conventional data-handling schemes and statistical approaches often cannot handle all the complexities involved. A prototype expert system, MONITOR, has been developed to evaluate the home measurement data obtained from cystic fibrosis (CF) outpatients by approximating the reasoning process of a CF expert clinician. The system was developed initially for patients within the 6-12-year age range. It has been extended successfully to accommodate younger patients with an 87% correct classification record.

UR - https://www.scopus.com/pages/publications/0024167937

UR - https://www.scopus.com/pages/publications/0024167937#tab=citedBy

M3 - Paper

AN - SCOPUS:0024167937

SP - 1393

EP - 1394

T2 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 4 November 1988 through 7 November 1988

ER -

Expert system approach to cystic fibrosis patient management

Abstract

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