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

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

2. What’s in?
THE KEYS TO BREAKTHROUGH HEALTHCARE

3. What’s in?
Some theory
THE KEYS TO BREAKTHROUGH HEALTHCARE

4. What’s in?
Some theory
Examples
THE KEYS TO BREAKTHROUGH HEALTHCARE

5. Traditional Knowledge Discovery:
Top Down
THE KEYS TO BREAKTHROUGH HEALTHCARE

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

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. Combine
THE KEYS TO BREAKTHROUGH HEALTHCARE

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

10. Navigation through EPR
THE KEYS TO BREAKTHROUGH HEALTHCARE

11. Navigation through EPR
THE KEYS TO BREAKTHROUGH HEALTHCARE

12. Navigation through EPR
THE KEYS TO BREAKTHROUGH HEALTHCARE

13. Navigation through EPR
THE KEYS TO BREAKTHROUGH HEALTHCARE

14. Navigation through EPR
THE KEYS TO BREAKTHROUGH HEALTHCARE

15. Navigation through EPR
THE KEYS TO BREAKTHROUGH HEALTHCARE

16. Navigation through EPR
THE KEYS TO BREAKTHROUGH HEALTHCARE

17. Navigation through EPR Population
THE KEYS TO BREAKTHROUGH HEALTHCARE

18. Mapping to UMLS HL Concepts
THE KEYS TO BREAKTHROUGH HEALTHCARE

19. Mapping to UMLS HL Concepts
THE KEYS TO BREAKTHROUGH HEALTHCARE

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
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THE KEYS TO BREAKTHROUGH HEALTHCARE

21. Data Mining Demo
Demo
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THE KEYS TO BREAKTHROUGH HEALTHCARE