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Approach to a hospital-based application of a medical expert system.

作者信息

Adlassnig K P, Kolarz G, Scheithauer W, Grabner H

出版信息

Med Inform (Lond). 1986 Jul-Sep;11(3):205-23. doi: 10.3109/14639238609003728.

DOI:10.3109/14639238609003728
PMID:3534482
Abstract

CADIAG-2 is a data-driven fuzzy medical expert system built for computer-based consultation in internal medicine. It has been integrated into the medical information system WAMIS of the Vienna General Hospital. Through the integration, CADIAG-2 is able to access patient data and laboratory test results already collected in the central patient database of WAMIS. CADIAG-2 operates in two subsequent phases: (1) as an automatic screening procedure for detecting pathological states in the patient, for generating diagnostic hypotheses, and for proposing further useful examinations; and (2) as an on-line consultation system for the clinician to assist him in clarifying patients' disorders completely and in great detail. At present, CADIAG-2 is subject to extended clinical trials. There are four application areas: rheumatic diseases, pancreatic diseases, gall bladder and bile duct diseases and colon diseases. First results on the performance of CADIAG-2 based on the evaluation of about 500 cases were obtained. In this paper, the principal goals, main components and concepts of CADIAG-2, and the experience gained until now are discussed.

摘要

相似文献

1
Approach to a hospital-based application of a medical expert system.
Med Inform (Lond). 1986 Jul-Sep;11(3):205-23. doi: 10.3109/14639238609003728.
2
Representation and semiautomatic acquisition of medical knowledge in CADIAG-1 and CADIAG-2.
Comput Biomed Res. 1986 Feb;19(1):63-79. doi: 10.1016/0010-4809(86)90007-8.
3
A prospective evaluation of the medical consultation system CADIAG-II/RHEUMA in a rheumatological outpatient clinic.在一家风湿病门诊对医学咨询系统CADIAG-II/RHEUMA进行的前瞻性评估。
Methods Inf Med. 2001 Jul;40(3):213-20.
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CADIAG: approaches to computer-assisted medical diagnosis.
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A formal logical framework for Cadiag-2.用于Cadiag-2的形式逻辑框架。
Stud Health Technol Inform. 2009;150:648-52.
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The knowledge model of MedFrame/CADIAG-IV.MedFrame/CADIAG-IV的知识模型。
Stud Health Technol Inform. 1997;43 Pt B:629-33.
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Performance evaluation of medical expert systems using ROC curves.使用ROC曲线对医学专家系统进行性能评估。
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Problems in establishing the medical expert systems CADIAG-1 and CADIAG-2 in rheumatology.
J Med Syst. 1986 Aug;10(4):395-405. doi: 10.1007/BF00992439.
9
The Section on Medical Expert and Knowledge-Based Systems at the Department of Medical Computer Sciences of the University of Vienna Medical School.维也纳医科大学医学计算机科学系医学专家与基于知识的系统部门。
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