NDLI: Health Services Support System (HESS): An Ontology supported CBR system for cognitive diagnosis applied on HIV/AIDS detection

Content Provider	IEEE Xplore Digital Library
Author	Sharma, S.Y. Roy, D.P. Chakraborty, B.
Copyright Year	2015
Description	Author affiliation: Inf. Technol., Nat. Inst. of Technol., Durgapur, India (Sharma, S.Y.; Roy, D.P.; Chakraborty, B.)
Abstract	Case based reasoning (CBR) is one of the best methodologies for various problems solving and learning processes. Knowledge Management and CBR has been a major contributor to several medical diagnostic support systems. Case-based reasoning is a prominent kind of analogy making that is analogous to the process of human reasoning and natural problem solving. With the increasing number of AIDS patients, greater awareness needs to be spread among people around the globe to help them how to take care of themselves. This paper proposes an Ontology supported CBR system, (Health Services Support System) for cognitive diagnosis applied on HIV/AIDS detection which shall aid a doctor/medical practitioner to primarily detect AIDS in case of a patient reporting to him with allied sufferings and symptoms. In this project, the assessment of AIDS precarious behavior is focused and important preliminary scan is done by the medical officer. The project focuses a case-based system that uses past experience in the form of previous cases to assess AIDS-dangerous symptoms. A case consists of problem part (query) and a solution part (result) which is stored in the database. KNN is used to retrieve previous cases and determine the best matching case with similarity functions which are analyzed and stored in the case base. Through the HESS, medical officer can perform a quick assessment of patients to go for further related testing and treatment. This model can also be used for diagnosis of several diseases and medical disorders. In future, the HESS may be employed on a distributed environment with provision to access real time case updates.
Starting Page	284
Ending Page	290
File Size	1535802
Page Count	7
File Format	PDF
ISBN	9789380544151
e-ISBN	9789380544168
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-03-11
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Bharati Vidyapeeth University, New Delhi
Subject Keyword	CBR Acquired immune deficiency syndrome Ontologies Cognition KNN Knowledge management Human immunodeficiency virus HESS Expert systems Medical diagnostic imaging
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

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