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1 CSE 2102 CSE 2102 Ph.D. Proposal A Process Framework For Ontology Modeling, Design, And Development Realized By Extending OWL and ODM Candidate: Rishi Kanth Saripalle Major Advisor: Prof. Steven A. Demurjian Associate Advisors: Prof. Xiaoyan Wang Prof. Dong-Guk Shin
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2 CSE 2102 CSE 2102 What is Informatics? Informatics is: Management/Processing of Data Classification (Ontologies), Collection, Storage, Analysis, Dissemination Informatics is Multi-Disciplinary Computing (Model, Store, Mine, Process Information) Social Science (HCI) Statistics (Analysis) Informatics Can Apply to Multiple Domains: Pharmacology, Nursing, Medicine, Biology, etc. Business, Fine Arts, Humanities People Information Technology Informatics Adapted from Shortcliff textbook
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3 CSE 2102 CSE 2102 What is Biomedical Informatics (BMI)? BMI is Associated with Research and Practice of Medicine Primarily for: Public Health Informatics (State and Federal) Tracking Trends in Public Sector Clinical Research Informatics De-identified Repositories and Databases Facilitate Epidemiological Research and On going Clinical Studies (Drug Trails, Data Analysis, etc.) Objective: Improved Patient Health Care Reduce Medical Errors Reduce duplication of Tests, Visits and Diagnosis. Reduce overall Medical Costs
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4 CSE 2102 CSE 2102 What are Relevant Systems? Electronic Medical Records (EMR/EHR) Within Hospitals, Clinics, Practices, Laboratories Capture Information Electronically Examples: AllScripts, Centricity, Vista Personal Health Records – Patient Controlled MS HealthVault, Web MD Health Information Exchange (HIE) Facilitate Secure Sharing of Information Employ XML Standards: Health Language 7 Clinical Document Archiecture XML Schema and Messaging for Exchange Virtual Chart: View of Patient Data Collected from Multiple Sources that Facilitates Patient Care
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5 CSE 2102 CSE 2102 What’s Big Picture? EHR PHR EMR Health Information Exchange Syntactic Unifier Semantic Unifier Metadata Ontology Mapping Ontology Global Ontology Ontology Engine Web Services Virtual Chart X-Ray Tests Health History Blood Tests Family History Ontology Repository ER Physicians Radiologist ER Nurse Office Staff Insurance Companies Primary Care Physician
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6 CSE 2102 CSE 2102 Summary- Research Contributions Meta Model for Ontologies Defined OWL Domain Profile. Extended OWL with Attribute Metamodel Entity. Ontology Model and Schema: Defined the semantics of Class Entity. Provide Schema from Perspective of Software Engineering. Proposed Ontology Relationships. Improved Knowledge Representation Proposed Semantic Design Patterns. Captured Conceptual Theory. Hybrid Ontology Design and Development Lifecycle Ontology Design and Development Process employing A, B, and C Leveraging Software Design Process Models
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