the future of digital health systems...the future of digital health systems 'how can big data...
TRANSCRIPT
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The future of digital health systems
'how can big data revolutionise public
health surveillance & action'
World Health Organisation
Copenhagen 8 February 2018
Dr. Nick Guldemond MD EngProfessor Integrated Care & Technology
I.M. Sechenov First Moscow State Medical University
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monitoring
Personalised localCare
Point of CareDiagnostics
INTERACTION
INFORMATION
Personalised digital medicine
life-scienceshealthcaresocialindividuals
Dr. Nick Guldemond
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Artificial intelligence
Dr. Nick Guldemond
hiddenlayer
outputlayer
inputlayer
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Dr. Nick Guldemond
Perform a data science project
newdata
historicaldata
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monitoring
behaviour
effectoutcome
qualitystandards
Cloud
deviceenvironment
demographic data
Data
Dr. Nick Guldemond
Making data actionable
Conversion
Information
datafusion
Context data
patientprofile
annotationtagging
Classification
attributes
referencedata
Interpretationdecision support
tailoredcare
personalisedcommunication
Practise teamcoordination
algorithmsrules
protocolsguidelines
workflowintelligence
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Dr. Nick Guldemond
Influencing human behaviour
tekst & images
emoticons
agenda & locationspeech & sounds
..etc.
Big data & AI
social psychologytheories & models
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Dr. Nick Guldemond
The beautiful marriage:digitalisation & public health
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...I‘m so in love with you
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... me too, especially loveyour money
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What is the marrige based on...?
Dominant partner
…knowledge
…data
…solutions
…money
…talent
…influential friends
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Trust
…tell me
everything
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Trust…tell me everything
2 February 2019
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Dr. Nick Guldemond
Trust
Functionalityof data
Legislation
Technology
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What is the marrige based on...?
little lies….
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Dr. Nick Guldemond
Little lies…
60% risk of developing
CVD
30% of explained variance
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Dr. Nick Guldemond
Effect of ‘innovation‘ on healthcare spendig
current spendinglevel
1/3 increase due to demographicalchange
2/3 increase due to technological innovation & medication
Annu
al hea
lthcare sp
ending
(x billion eu
ros)
Netherlands Public Health Institute and the environment 2018
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Therapy...for whom?
..and how?
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Dr. Nick Guldemond
5 February 2019advice to NL government about AI in healthcare
..take leadership, don’t leave this to organisations with commercial interest
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Nick [email protected]+31 6 48 26 19 29
Thank you!!