NDLI: An Automatic Knowledge Acquisition Mechanism for Independent Inference Engine Module of CDSS

Content Provider	IEEE Xplore Digital Library
Author	Binfei Wu Xudong Lu Huilong Duan
Copyright Year	2008
Description	Author affiliation: Key Lab. of Biomed. Eng., Zhejiang Univ., Hangzhou (Binfei Wu; Xudong Lu; Huilong Duan)
Abstract	Clinical decision support system (CDSS) has been increasingly applied to help clinicians analyze patient data and make clinical decisions at present. The kernel part of CDSS is inference engine (IE) module whose independence is very important, which separates the knowledge reasoning from knowledge representation and causes them to turn two independent processes while most of IE modules currently used haven't achieved this goal yet. IE module consists of two parts: an independent IE and the automatic knowledge acquisition mechanism for IE. In this paper, CLIPS is chosen as independent IE and we devoted to establishing the automatic knowledge acquisition mechanism using two methods proposed by us which were named Multi-Rule Sets Abstracting and Single-Rule Series Abstracting. Via comparison, the latter was demonstrated to be more effective for purpose. In practice, an experiment on IE module indicated that this automatic knowledge acquisition mechanism realized its independence.
Starting Page	1293
Ending Page	1296
File Size	299079
Page Count	4
File Format	PDF
ISBN	9781424417476
DOI	10.1109/ICBBE.2008.651
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-05-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Decision support systems Data analysis Knowledge acquisition Medical treatment Knowledge representation Kernel Engines Medical diagnostic imaging Guidelines Biomedical engineering
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Clinical Decision Support Systems: Medical knowledge acquisition and representation methods

The Automatic Inference of Arden Medical Logic Modules

An approach towards automatic generation of evidence-based decision support systems for clinical diagnosis based on an extensive clinical guideline schema

Systems support, not replace physicians

Architectural and data model of clinical decision support system for managing asthma in school-aged children

CDSS (Clinical Decision Support System) Architecture in Korea

Developing a rule-driven clinical decision support system with an extensive and adaptative architecture

Medical knowledge representation by means of multipopulation genetic programming: an application to burn diagnosing

Ontologies in Medical Knowledge Representation

An Automatic Knowledge Acquisition Mechanism for Independent Inference Engine Module of CDSS

Similar Documents

Clinical Decision Support Systems: Medical knowledge acquisition and representation methods

The Automatic Inference of Arden Medical Logic Modules

An approach towards automatic generation of evidence-based decision support systems for clinical diagnosis based on an extensive clinical guideline schema

Systems support, not replace physicians

Architectural and data model of clinical decision support system for managing asthma in school-aged children

CDSS (Clinical Decision Support System) Architecture in Korea

Developing a rule-driven clinical decision support system with an extensive and adaptative architecture

Medical knowledge representation by means of multipopulation genetic programming: an application to burn diagnosing

Ontologies in Medical Knowledge Representation

An Automatic Knowledge Acquisition Mechanism for Independent Inference Engine Module of CDSS