NDLI: Diagnosis support using fuzzy cognitive maps combined with genetic algorithms

Content Provider	IEEE Xplore Digital Library
Author	Georgopoulos, V.C. Stylios, C.D.
Copyright Year	2009
Description	Author affiliation: Department of Speech and Language Therapy, Technological Educational Institute of Patras, Koukouli 26334, Patras, Greece (Georgopoulos, V.C.) \|\| Department of Informatics and Telecommunications Technology, Technological Educational Institute of Epirus, 47100 Artas, Epirus, Greece (Stylios, C.D.)
Abstract	A new hybrid modeling methodology to support medical diagnosis decisions is developed here. It extends previous work on Competitive Fuzzy Cognitive Maps for Medical Diagnosis Support Systems by complementing them with Genetic Algorithms Methods for concept interaction. The synergy of these methodologies is accomplished by a new proposed algorithm that leads to more dependable Advanced Medical Diagnosis Support Systems that are suitable to handle situations where the decisions are not clearly distinct. The technique developed here is applied successfully to model and test a differential diagnosis problem from the speech pathology area for the diagnosis of language impairments.
Starting Page	6226
Ending Page	6229
File Size	374752
Page Count	4
File Format	PDF
ISBN	9781424432967
ISSN	1557170X
DOI	10.1109/IEMBS.2009.5334647
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-09-03
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Fuzzy cognitive maps Genetic algorithms Medical diagnosis Decision support systems Biological cells Speech Pathology Computational intelligence USA Councils Laboratories
Content Type	Text
Resource Type	Article
Subject	Signal Processing Biomedical Engineering Health Informatics Computer Vision and Pattern Recognition

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

Fuzzy Cognitive Maps for Medical Decision Support — A paradigm from obstetrics

Fuzzy Cognitive Map scenario-based medical decision support systems for education

Finding Intervention Points in the Pathogenesis of Dengue Viral Infection

Optimizing Fuzzy Clinical Decision Support Rules Using Genetic Algorithms

Optimal Feature Selection for Seizure Detection: A Subspace Based Approach

Novel Architecture for supporting medical decision making of different data types based on Fuzzy Cognitive Map Framework

Decision process model to the health technology incorporation

Age-independent seizure detection

A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making

Diagnosis support using fuzzy cognitive maps combined with genetic algorithms

Similar Documents

Fuzzy Cognitive Maps for Medical Decision Support — A paradigm from obstetrics

Fuzzy Cognitive Map scenario-based medical decision support systems for education

Finding Intervention Points in the Pathogenesis of Dengue Viral Infection

Optimizing Fuzzy Clinical Decision Support Rules Using Genetic Algorithms

Optimal Feature Selection for Seizure Detection: A Subspace Based Approach

Novel Architecture for supporting medical decision making of different data types based on Fuzzy Cognitive Map Framework

Decision process model to the health technology incorporation

Age-independent seizure detection

A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making

Diagnosis support using fuzzy cognitive maps combined with genetic algorithms