Probabilistic Modeling, Predictive Analytics & Intelligent Design from Multiple Medical Knowledge Sources; Probabilistic Modeling and Predictive Analytics Platform for A.I driven Deep Learning to discover Pathways from Clinical Data to Suggested Ontology for Pharmacogenomics; achieving Personalization and Driving Precision Medicine.

Data Integration in the Life Sciences: 11th International Conference, DILS 2015, Los Angeles, CA, USA, July 9-10, 2015, Proceedings

The Feature Diagram from the book above:-


Pharmacogenomic knowledge representation, reasoning and genome-based clinical decision support based on OWL 2 DL ontologies

Combining Multiple knowledge Sources and also Ontologies:-

[Suggested Ontologies for Pharmacogenomics converging to help find a Pathway]
  • Patient Data (HL7, C-CDA)
  • Gene Ontology
  • ChEBI Ontology

Integration of Knowledge for Personalized Medicine:- Pharmacogenomics case-study

Looking Forward: The Case for Intelligent Design (and Infrastructure) in Life Science Biologics R&D Sponsored by: Dassault Systèmes; Alan S. Louie, Ph.D. January 2015


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