InterSystems presentatie: Making sense of non-structured data in the medical world
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Transcript of InterSystems presentatie: Making sense of non-structured data in the medical world
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Making sense of
non-structured data
in the medical world
Dirk Van Hyfte, MD, PhD
Misha Bouzinier
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THE KEYS TO BREAKTHROUGH HEALTHCARE
What’s in?
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Some theory
What’s in?
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Some theory
Examples
What’s in?
![Page 5: InterSystems presentatie: Making sense of non-structured data in the medical world](https://reader034.fdocuments.us/reader034/viewer/2022051817/5479af6bb4af9fb4158b48bc/html5/thumbnails/5.jpg)
THE KEYS TO BREAKTHROUGH HEALTHCARE
Traditional Knowledge Discovery:
Top Down
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THE KEYS TO BREAKTHROUGH HEALTHCARE
iKnow Approach:
Bottom up, Concept Level
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Smart Indexing
Smart Indexing (concepts and relations):
Two patients are suffering from congestive heart failure
relation
detection
concept
detection
Two patients Are suffering from Congestive heart failure
Smart Index
Concep
t Are suffering from
Two patients
Relation
Concep
t
Congestive heart failure
Two patients are suffering from congestive heart failure.
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Combine
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Examples
• Navigation through EPR
• Mapping to UMLS High Level Concepts • Data Mining with DeepSee Advanced Analytics
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR
![Page 12: InterSystems presentatie: Making sense of non-structured data in the medical world](https://reader034.fdocuments.us/reader034/viewer/2022051817/5479af6bb4af9fb4158b48bc/html5/thumbnails/12.jpg)
THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR
![Page 13: InterSystems presentatie: Making sense of non-structured data in the medical world](https://reader034.fdocuments.us/reader034/viewer/2022051817/5479af6bb4af9fb4158b48bc/html5/thumbnails/13.jpg)
THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR
![Page 14: InterSystems presentatie: Making sense of non-structured data in the medical world](https://reader034.fdocuments.us/reader034/viewer/2022051817/5479af6bb4af9fb4158b48bc/html5/thumbnails/14.jpg)
THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR
![Page 16: InterSystems presentatie: Making sense of non-structured data in the medical world](https://reader034.fdocuments.us/reader034/viewer/2022051817/5479af6bb4af9fb4158b48bc/html5/thumbnails/16.jpg)
THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR
![Page 17: InterSystems presentatie: Making sense of non-structured data in the medical world](https://reader034.fdocuments.us/reader034/viewer/2022051817/5479af6bb4af9fb4158b48bc/html5/thumbnails/17.jpg)
THE KEYS TO BREAKTHROUGH HEALTHCARE
Navigation through EPR Population
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Mapping to UMLS HL Concepts
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THE KEYS TO BREAKTHROUGH HEALTHCARE
Mapping to UMLS HL Concepts
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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 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
Data Mining Demo
Demo
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