Towards Semantic Interoperability Framework for Custom Orthopaedic Implants Manufacturing

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Zdravkovic. M., Stojkovic, M., Misic, D., Trajanovic, M., 2012, Towards Semantic Interoperability Framework for Custom Orthopaedic Implants Manufacturing. 14th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2012), Track SS K4: Industrial Applications for Enterprise Models and Integration. May 23-25, 2012, Bucharest, Romania

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  • Pominjanje projekta. Jedni lece ljude, drugi bude pohlepu. We are in charge of less honorable activities of the project.
  • Slika skijasa – moment pre povrede. Tu je trebala da bude slika odvratne slomljene noge sa fiksatorom.
  • Pominjanje projekta. Jedni lece ljude, drugi bude pohlepu.
  • Towards Semantic Interoperability Framework for Custom Orthopaedic Implants Manufacturing

    1. 1. Towards Semantic Interoperability Framework for Custom Orthopaedic Implants Manufacturing Milan Zdravkovic. Miloš Stojkovic. Dragan Mišic. Miroslav Trajanovic
    2. 2. INCOM2012 - 14th IFAC Symposium on Information Contro
    3. 3. Problem statement• Diagnosis and treatment • EHR, CT scans, Domain knowledge,..• Manufacturing of customized products • Key issues • Degree of customization • Delivery time • Barriers to customization • lack of efficiency of traditional manufacturing enterprise to handle low-series or one-of-a-kind production tasks • lack of efficiency in transfer of multi-disciplinary knowledge, required for the design of custom implant INCOM2012 - 14th IFAC Symposium on Information Contro
    4. 4. INCOM2012 - 14th IFAC Symposium on Information Contro
    5. 5. Proposed solution• Virtual Breeding Environment / Virtual Enterprises • Qualified/certified manufacturing enterprises, technically coordinated by the broker (focal supplier to clinical centers) • Interoperable infrastructures • Common infrastructure • Models’ infrastructure • Systems’ infrastructure • Individual enterprises’ information systems INCOM2012 - 14th IFAC Symposium on Information Contro
    6. 6. Models infrastructureCT scans Scaffold Generic Model Parametric ImplantDiagnosis 3D Model Model FixturePre-operation Modelprocess model Simulation Model Process Model VE Production Model Model VBE Model INCOM2012 - 14th IFAC Symposium on Information Contro
    7. 7. ICT infrastructure and interoperability issuesDOMAINSPACS RIS SYSTEMS VBE IT Environment CLINICAL SYSTEM FOR PRE- SYSTEM FOR INFORMATION OPERATION IMPLANT SYSTEM PLANNING DESIGN Electronic Operation Product Medical Record Model ModelsClinical Centre IT Environment Shared DATA ORGANIZATIONAL INCOM2012 - 14th IFAC Symposium on Information Contro
    8. 8. Semantic interoperability issues• In single domain environment • Logical relations between the micro-steps carried out during the surgery and spatial features of the bones (location, arrangement) (CIS – PRE-OP-Sys) • Logical relations between anesthesia planning and EHR entities (CIS – PRE-OP-Sys) • Logical relations between spatial features of the bones and implant design (CIS – IMPL-D-Sys)• In cross-domain environment • Interoperability between IMPL-D-Sys and VBE systems INCOM2012 - 14th IFAC Symposium on Information Contro
    9. 9. Semantic interoperability infrastructure• Semantics layers • Local ontologies EIS EIS DB DB • Domain ontologies • Problem ontologies Transformation service and semantic Local Local applications ontology ontology • Mapping ontology Domain Unifying SemQuerying• Interoperability ontology ontology service services Problem Semantic • Transformation service ontology Problem ontology application • Semantic querying service INCOM2012 - 14th IFAC Symposium on Information Contro
    10. 10. Processes• Pre-operation planning service• Design of the implant service• Sourcing, manufacturing and delivery of scaffold and inner fixture products, engineered to order• Sourcing, implementation and delivery of services of digital reconstruction of traumatized bone and analysis of bio-mechanical properties of the implant• Sourcing and implementation of the ethical committee review and delivery of review results INCOM2012 - 14th IFAC Symposium on Information Contro
    11. 11. Process configuration in S-ISU ontology (org view) make-custom-implant source-scaffold source-custom- plan-part-sourcing deliver-scaffold implant make-scaffold deliver-custom-implant implant-design plan-part- operation-planning manufacturing source-inner-fixture deliver-inner-fixture plan-services- plan-part-delivery sourcing deliver-digital- make-inner-fixture reconstruction plan-services- implement-digital- implementation source-digital- reconstruction reconstruction plan-services- deliver-bio- delivery mechanical-analysis implement-bio- source-bio- mechanical-analysis mechanical-analysis Impl-Manu-Cluster Utility precedes VBE facilitates owns-utility custom-implant- Process engineering has-member Enterprise has-process implements-process VESurgeon Metal-Inc Broker Bio-Inc Implant-Inc CAD-Inc INCOM2012 - 14th IFAC Symposium on Information Contro
    12. 12. Resource configuration in S-ISU ontology (res view) IMPL-MAP SCOR- imports SCOR-FULL imports Thread- uses-data- imports imports imports imports Gen container imports MapOntol uses-data- ogy DomOnto container SCOR-CFG logy CIS-Ont-1 SemApp Impl-Des- CAD-Ont-1 App CIMPLANT-OWL SCOR-KOS OWL Ontology FEA-Ont-1 AppOntolUtility uses-data- ogy Op-Plan- container OP-OWL App LocOntol Data- EIS ogy Container File uses-data-container Database FEA-1 explicits FEA-Native-1 CAD-1 uses-data-container explicits CAD-Native-1 EasySCOR-1 uses-data-container explicits EasySCOR-1 CIS-1 uses-data-container explicits CIS-Database-1 INCOM2012 - 14th IFAC Symposium on Information Contro
    13. 13. Conclusions• Contribution to inter-organizational environment configuration • Automated process configuration phase • Automated exchange of information between systems INCOM2012 - 14th IFAC Symposium on Information Contro
    14. 14. Thank you for your attention Q&ATowards Semantic Interoperability Framework for Custom Orthopaedic Implants Manufacturing Milan Zdravkovic. Miloš Stojkovic. Dragan Mišic. Miroslav Trajanovic

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