Knowledge-based modelling applied to synucleinopathies

被引:9
|
作者
Kamsu-Foguem, B. [1 ]
Tiako, P. F. [2 ]
Mutafungwa, E. [3 ]
Foguem, C. [4 ]
机构
[1] Univ Toulouse, Lab Prod Engn LGP, EA 1905, ENIT INPT, F-65016 Tarbes, France
[2] Langston Univ, Ctr IT Res, Langston, OK 73050 USA
[3] Aalto Univ, Sch Elect Engn, Espoo 00076, Finland
[4] Univ Burgundy, Ctr Food & Taste Sci CSGA, UMR CNRS 6265, UMR INRA 1324, F-21000 Dijon, France
关键词
Telemedicine; Ontological knowledge; Collaboration; Semantic modelling; Geriatrics; PARKINSONS-DISEASE; CONCEPTUAL GRAPHS; LEWY BODIES; TELEMEDICINE; RULES; REPRESENTATION; DEMENTIA; ONTOLOGY;
D O I
10.1016/j.eurger.2015.02.011
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
The adoption of telemedicine technologies has enabled collaborative programs involving a variety of links among distributed medical structures and health officials and professionals. The use for telemedicine for transmission of medical data and the possibility for several distant physicians to share their knowledge on given medical cases provides clear benefits, but also raises several unsolved conceptual and technical challenges. The seamless exchange and access of medical information between medical structures, health professionals, and patients is a prerequisite for the harmonious development of this new medical practice. This paper proposes a new approach of semantic interoperability for enabling mutual understanding of terminologies and concepts used. The proposed semantic interoperability approach is based on conceptual graph to support collaborative activities by describing how different health specialists can apply appropriate strategies to eliminate differential medical diagnosis. Intelligent analysis strategies are used to narrow down and pinpoint medical disorders. The model proposed is fully verified by a case study in the context of elderly patients and specifically dealing with synucleinopathies, a group of neurodegenerative diseases that include Parkinson's disease (PD), dementia with Lewy bodies (DLB), pure autonomic failure (PAF) and multiple system atrophy (MSA). (C) 2015 Elsevier Masson SAS and European Union Geriatric Medicine Society. All rights reserved.
引用
收藏
页码:381 / 388
页数:8
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