Title :
Multiviews ontologies based reasoning for medical diagnosis in VDS
Author :
Fujita, Hamido ; Kurematsu, Masaki ; Hakura, Jun
Author_Institution :
Intell. Software Syst. Lab., Iwate Prefectuarl Univ., Takizawa, Japan
Abstract :
This paper examined issues on reasoning in Virtual Doctor System based on two views representations for patient diagnosis. This is reason on similar medical concepts that are viewed on the presented ontology, to reason on medical status for patients. These two types of ontology have been presented to formalize a patient state: mental ontology reflecting the patient mental behavior due to certain disorder and physical ontology reflecting the observed physical behavior exhibited through disorder. These diagnosis issues are represented through concepts. Patient observations are reflected on these concepts for similarity calculation that produce decision making based query. These two types of ontologies have been mapped and aligned for reasoning using a simple Bayesian Network for causal reasoning to find related query decision case based diagnosis collected from expert doctors.. We have constructed an integrated computerized model which reflects a human diagnostician as computer model and through it; an integrated interaction between that model and the real human user (patient) is utilized for 1st stage diagnosis purposes.
Keywords :
Bayes methods; inference mechanisms; medical diagnostic computing; ontologies (artificial intelligence); Bayesian Network; VDS; causal reasoning; decision making based query; human diagnostician; integrated computerized model; medical diagnosis; mental ontology; multiviews ontology based reasoning; patient diagnosis; patient mental behavior; query decision case based diagnosis; virtual doctor system; Avatars; Cognition; Face; Medical diagnosis; Medical diagnostic imaging; Ontologies; Medical diagnosis; cognitive model; entropy; human interaction. Similarity; knowledge based reasoning;
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2011 IEEE 9th International Symposium on
Conference_Location :
Subotica
Print_ISBN :
978-1-4577-1975-2
DOI :
10.1109/SISY.2011.6034361