Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisation of Computerized Algorithmic Medicine in Clinical Practice [Med2 Bratsas V2]

Health & Medicine Education Technology

Bamidis, P. et al.: Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisation of Computerized Algorithmic Medicine in Clinical Practice ,[object Object],[object Object],[object Object]

Charalampos Bratsas, Panagiotis Bamidis *, Evangelos Kaimakamis, Nicos Maglaveras Lab of Medical Informatics, Medical School Aristotle University of Thessaloniki Usage of Semantic Web Technologies (Web-3.0) Aiming to Facilitate the Utilisation of Computerized Algorithmic Medicine in Clinical Practice

Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

Medical Computational Problems – Computerized Algorithmic Solutions ,[object Object],C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras To define MCPs and their solutions different domains of knowledge are required Collaboration of different kind of scientists .

Conclusions of MIE 2006 Workshop ,[object Object],[object Object],[object Object],[object Object],John R Svirbely, Jan Vejvalka, M Sriram Iyengar, Charalampos Bratsas, Evangelos Kaimakamis, Nicos Maglaveras. Technological guidelines for integrating medical algorithms into healthcare systems C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

Conclusions of MIE 2006 Workshop ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras John R Svirbely, Jan Vejvalka, M Sriram Iyengar, Charalampos Bratsas, Evangelos Kaimakamis,Nicos Maglaveras. Technological guidelines for integrating medical algorithms into healthcare systems

Main reason -Solution Structure Framework to describe MCPs  Ontologies Structure and Education C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras Doctors, Mathematicians, Physics , etc Informatics

Scope - Solutions ,[object Object],[object Object],[object Object],C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras Scope: The initial development of semantic descriptions of Medical Computational Problems (MCPs) and the management of resulting knowledge.

MCP Ontology ,[object Object],C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

MCP Ontology Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],MCP Ontology – Efficient Search C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

MCP Ontology - Managing a certain medical case ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

KnowBaSICS-M Technical Architecture Diagram ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

Experimental evaluation - Goals ,[object Object],[object Object],[object Object],C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

Evaluation Process C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

Experimental Results Similarity Similarity C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras New MCPs Satisfy Answer

Experimental Results of Search Precision Recall harmonic mean C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

Test Case 1. Search similar MCP: Treatment of massive pulmonary embolism2. Find Algorithmic Sequence to manage a specific case C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

Future Research ,[object Object],[object Object],[object Object],[object Object],[object Object],C Bratsas, P Bamidis *, E Kaimakamis, N Maglaveras

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