Making sense of
non-structured data
in the medical world
Dirk Van Hyfte, MD, PhD

Misha Bouzinier
What’s in?

THE KEYS TO BREAKTHROUGH HEALTHCARE
What’s in?

Some theory

THE KEYS TO BREAKTHROUGH HEALTHCARE
What’s in?

Some theory

Examples

THE KEYS TO BREAKTHROUGH HEALTHCARE
Traditional Knowledge Discovery:
Top Down

THE KEYS TO BREAKTHROUGH HEALTHCARE
iKnow Approach:
Bottom up, Concept Level

THE KEYS TO BREAKTHROUGH HEALTHCARE
Smart Indexing
Two patients are suffering from congestive heart failure.

Smart Indexing (concepts and relations):
Two pat...
Combine

THE KEYS TO BREAKTHROUGH HEALTHCARE
Examples
• Navigation through EPR
• Mapping to UMLS High Level Concepts
• Data Mining with DeepSee Advanced Analytics

THE...
Navigation through EPR

THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR

THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR

THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR

THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR

THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR

THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR

THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR Population

THE KEYS TO BREAKTHROUGH HEALTHCARE
Mapping to UMLS HL Concepts

THE KEYS TO BREAKTHROUGH HEALTHCARE
Mapping to UMLS HL Concepts

THE KEYS TO BREAKTHROUGH HEALTHCARE
iKnow and Data Mining
• Is the data really unstructured or does it in fact
has a hidden structure?
• iKnow helps to discov...
Data Mining Demo

Demo
21

THE KEYS TO BREAKTHROUGH HEALTHCARE
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InterSystems presentatie: Making sense of non-structured data in the medical world

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In deze presentatie leest u over de volgende onderwerpen:
• Navigation through EPR
• Mapping to UMLS High Level Concepts
• Data Mining with DeepSee Advanced Analytics

Published in: Technology, Health & Medicine
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InterSystems presentatie: Making sense of non-structured data in the medical world

  1. 1. Making sense of non-structured data in the medical world Dirk Van Hyfte, MD, PhD Misha Bouzinier
  2. 2. What’s in? THE KEYS TO BREAKTHROUGH HEALTHCARE
  3. 3. What’s in? Some theory THE KEYS TO BREAKTHROUGH HEALTHCARE
  4. 4. What’s in? Some theory Examples THE KEYS TO BREAKTHROUGH HEALTHCARE
  5. 5. Traditional Knowledge Discovery: Top Down THE KEYS TO BREAKTHROUGH HEALTHCARE
  6. 6. iKnow Approach: Bottom up, Concept Level THE KEYS TO BREAKTHROUGH HEALTHCARE
  7. 7. Smart Indexing Two patients are suffering from congestive heart failure. Smart Indexing (concepts and relations): Two patients are suffering from congestive heart failure Smart Index relation detection concept detection Are suffering from Two patients Concep t Two patients Concep t Relation Congestive heart failure Are suffering from Congestive heart failure THE KEYS TO BREAKTHROUGH HEALTHCARE
  8. 8. Combine THE KEYS TO BREAKTHROUGH HEALTHCARE
  9. 9. Examples • Navigation through EPR • Mapping to UMLS High Level Concepts • Data Mining with DeepSee Advanced Analytics THE KEYS TO BREAKTHROUGH HEALTHCARE
  10. 10. Navigation through EPR THE KEYS TO BREAKTHROUGH HEALTHCARE
  11. 11. Navigation through EPR THE KEYS TO BREAKTHROUGH HEALTHCARE
  12. 12. Navigation through EPR THE KEYS TO BREAKTHROUGH HEALTHCARE
  13. 13. Navigation through EPR THE KEYS TO BREAKTHROUGH HEALTHCARE
  14. 14. Navigation through EPR THE KEYS TO BREAKTHROUGH HEALTHCARE
  15. 15. Navigation through EPR THE KEYS TO BREAKTHROUGH HEALTHCARE
  16. 16. Navigation through EPR THE KEYS TO BREAKTHROUGH HEALTHCARE
  17. 17. Navigation through EPR Population THE KEYS TO BREAKTHROUGH HEALTHCARE
  18. 18. Mapping to UMLS HL Concepts THE KEYS TO BREAKTHROUGH HEALTHCARE
  19. 19. Mapping to UMLS HL Concepts THE KEYS TO BREAKTHROUGH HEALTHCARE
  20. 20. iKnow and Data Mining • Is the data really unstructured or does it in fact has a hidden structure? • iKnow helps to discover hidden structure of the data and subsequently present it in the standard relational form • Once the structure is imposed, DeepSee Advanced Analytical tools can be used to mine for the additional information 20 THE KEYS TO BREAKTHROUGH HEALTHCARE
  21. 21. Data Mining Demo Demo 21 THE KEYS TO BREAKTHROUGH HEALTHCARE

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